diff --git a/.github/workflows/interpret_load_test.py b/.github/workflows/interpret_load_test.py
index b52d4d2b395..2eea46778aa 100644
--- a/.github/workflows/interpret_load_test.py
+++ b/.github/workflows/interpret_load_test.py
@@ -77,6 +77,9 @@ if __name__ == "__main__":
     new_release_body = (
         existing_release_body
         + "\n\n"
+        + "### Don't want to maintain your internal proxy? get in touch 🎉"
+        + "Hosted Proxy Alpha: https://calendly.com/d/4mp-gd3-k5k/litellm-1-1-onboarding-chat"
+        + "\n\n"
         + "## Load Test LiteLLM Proxy Results"
         + "\n\n"
         + markdown_table
diff --git a/docs/my-website/docs/completion/vision.md b/docs/my-website/docs/completion/vision.md
new file mode 100644
index 00000000000..ea04b1e1e11
--- /dev/null
+++ b/docs/my-website/docs/completion/vision.md
@@ -0,0 +1,45 @@
+# Using Vision Models
+
+## Quick Start
+Example passing images to a model 
+
+```python
+import os 
+from litellm import completion
+
+os.environ["OPENAI_API_KEY"] = "your-api-key"
+
+# openai call
+response = completion(
+    model = "gpt-4-vision-preview", 
+    messages=[
+        {
+            "role": "user",
+            "content": [
+                            {
+                                "type": "text",
+                                "text": "What’s in this image?"
+                            },
+                            {
+                                "type": "image_url",
+                                "image_url": {
+                                "url": "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg"
+                                }
+                            }
+                        ]
+        }
+    ],
+)
+
+```
+
+## Checking if a model supports `vision`
+
+Use `litellm.supports_vision(model="")` -> returns `True` if model supports `vision` and `False` if not
+
+```python
+assert litellm.supports_vision(model="gpt-4-vision-preview") == True
+assert litellm.supports_vision(model="gemini-1.0-pro-visionn") == True
+assert litellm.supports_vision(model="gpt-3.5-turbo") == False
+```
+
diff --git a/docs/my-website/docs/embedding/supported_embedding.md b/docs/my-website/docs/embedding/supported_embedding.md
index 7e2374d16df..52cfee7ac32 100644
--- a/docs/my-website/docs/embedding/supported_embedding.md
+++ b/docs/my-website/docs/embedding/supported_embedding.md
@@ -339,6 +339,8 @@ All models listed [here](https://github.com/BerriAI/litellm/blob/57f37f743886a02
 | textembedding-gecko-multilingual@001 | `embedding(model="vertex_ai/textembedding-gecko-multilingual@001", input)` | 
 | textembedding-gecko@001 | `embedding(model="vertex_ai/textembedding-gecko@001", input)` | 
 | textembedding-gecko@003 | `embedding(model="vertex_ai/textembedding-gecko@003", input)` | 
+| text-embedding-preview-0409 | `embedding(model="vertex_ai/text-embedding-preview-0409", input)` |
+| text-multilingual-embedding-preview-0409 | `embedding(model="vertex_ai/text-multilingual-embedding-preview-0409", input)` | 
 
 ## Voyage AI Embedding Models
 
diff --git a/docs/my-website/docs/enterprise.md b/docs/my-website/docs/enterprise.md
index 7b623e40756..68091fe2ed3 100644
--- a/docs/my-website/docs/enterprise.md
+++ b/docs/my-website/docs/enterprise.md
@@ -8,12 +8,13 @@ For companies that need SSO, user management and professional support for LiteLL
 :::
 
 This covers: 
-- ✅ **Features under the [LiteLLM Commercial License](https://docs.litellm.ai/docs/proxy/enterprise):**
+- ✅ **Features under the [LiteLLM Commercial License (Content Mod, Custom Tags, etc.)](https://docs.litellm.ai/docs/proxy/enterprise)**
 - ✅ **Feature Prioritization**
 - ✅ **Custom Integrations**
 - ✅ **Professional Support - Dedicated discord + slack**
 - ✅ **Custom SLAs**
-- ✅ **Secure access with Single Sign-On**
+- ✅ [**Secure UI access with Single Sign-On**](../docs/proxy/ui.md#setup-ssoauth-for-ui)
+- ✅ [**JWT-Auth**](../docs/proxy/token_auth.md)
 
 
 ## Frequently Asked Questions
diff --git a/docs/my-website/docs/observability/callbacks.md b/docs/my-website/docs/observability/callbacks.md
index fbc0733e53e..af745e84552 100644
--- a/docs/my-website/docs/observability/callbacks.md
+++ b/docs/my-website/docs/observability/callbacks.md
@@ -8,6 +8,7 @@ liteLLM supports:
 
 - [Custom Callback Functions](https://docs.litellm.ai/docs/observability/custom_callback)
 - [Lunary](https://lunary.ai/docs)
+- [Langfuse](https://langfuse.com/docs)
 - [Helicone](https://docs.helicone.ai/introduction)
 - [Traceloop](https://traceloop.com/docs)
 - [Athina](https://docs.athina.ai/)
@@ -22,8 +23,8 @@ from litellm import completion
 
 # set callbacks
 litellm.input_callback=["sentry"] # for sentry breadcrumbing - logs the input being sent to the api
-litellm.success_callback=["posthog", "helicone", "lunary", "athina"]
-litellm.failure_callback=["sentry", "lunary"]
+litellm.success_callback=["posthog", "helicone", "langfuse", "lunary", "athina"]
+litellm.failure_callback=["sentry", "lunary", "langfuse"]
 
 ## set env variables
 os.environ['SENTRY_DSN'], os.environ['SENTRY_API_TRACE_RATE']= ""
@@ -32,6 +33,9 @@ os.environ["HELICONE_API_KEY"] = ""
 os.environ["TRACELOOP_API_KEY"] = ""
 os.environ["LUNARY_PUBLIC_KEY"] = ""
 os.environ["ATHINA_API_KEY"] = ""
+os.environ["LANGFUSE_PUBLIC_KEY"] = ""
+os.environ["LANGFUSE_SECRET_KEY"] = ""
+os.environ["LANGFUSE_HOST"] = ""
 
 response = completion(model="gpt-3.5-turbo", messages=messages)
 ```
diff --git a/docs/my-website/docs/providers/azure_ai.md b/docs/my-website/docs/providers/azure_ai.md
index b8dbe16ba9e..ed13c56641b 100644
--- a/docs/my-website/docs/providers/azure_ai.md
+++ b/docs/my-website/docs/providers/azure_ai.md
@@ -3,8 +3,6 @@ import TabItem from '@theme/TabItem';
 
 # Azure AI Studio
 
-## Sample Usage
-
 **Ensure the following:**
 1. The API Base passed ends in the `/v1/` prefix
   example:
@@ -14,8 +12,11 @@ import TabItem from '@theme/TabItem';
 
 2. The `model` passed is listed in [supported models](#supported-models). You **DO NOT** Need to pass your deployment name to litellm. Example `model=azure/Mistral-large-nmefg`  
 
+## Usage
+
+<Tabs>
+<TabItem value="sdk" label="SDK">
 
-**Quick Start**
 ```python
 import litellm
 response = litellm.completion(
@@ -26,6 +27,9 @@ response = litellm.completion(
 )
 ```
 
+</TabItem>
+<TabItem value="proxy" label="PROXY">
+
 ## Sample Usage - LiteLLM Proxy
 
 1. Add models to your config.yaml
@@ -99,6 +103,107 @@ response = litellm.completion(
 
   </Tabs>
 
+</TabItem>
+</Tabs>
+
+## Function Calling 
+
+<Tabs>
+<TabItem value="sdk" label="SDK">
+
+```python
+from litellm import completion
+
+# set env
+os.environ["AZURE_MISTRAL_API_KEY"] = "your-api-key"
+os.environ["AZURE_MISTRAL_API_BASE"] = "your-api-base"
+
+tools = [
+    {
+        "type": "function",
+        "function": {
+            "name": "get_current_weather",
+            "description": "Get the current weather in a given location",
+            "parameters": {
+                "type": "object",
+                "properties": {
+                    "location": {
+                        "type": "string",
+                        "description": "The city and state, e.g. San Francisco, CA",
+                    },
+                    "unit": {"type": "string", "enum": ["celsius", "fahrenheit"]},
+                },
+                "required": ["location"],
+            },
+        },
+    }
+]
+messages = [{"role": "user", "content": "What's the weather like in Boston today?"}]
+
+response = completion(
+    model="azure/mistral-large-latest",
+    api_base=os.getenv("AZURE_MISTRAL_API_BASE")
+    api_key=os.getenv("AZURE_MISTRAL_API_KEY")
+    messages=messages,
+    tools=tools,
+    tool_choice="auto",
+)
+# Add any assertions, here to check response args
+print(response)
+assert isinstance(response.choices[0].message.tool_calls[0].function.name, str)
+assert isinstance(
+    response.choices[0].message.tool_calls[0].function.arguments, str
+)
+
+```
+
+</TabItem>
+
+<TabItem value="proxy" label="PROXY">
+
+```bash
+curl http://0.0.0.0:4000/v1/chat/completions \
+-H "Content-Type: application/json" \
+-H "Authorization: Bearer $YOUR_API_KEY" \
+-d '{
+  "model": "mistral",
+  "messages": [
+    {
+      "role": "user",
+      "content": "What'\''s the weather like in Boston today?"
+    }
+  ],
+  "tools": [
+    {
+      "type": "function",
+      "function": {
+        "name": "get_current_weather",
+        "description": "Get the current weather in a given location",
+        "parameters": {
+          "type": "object",
+          "properties": {
+            "location": {
+              "type": "string",
+              "description": "The city and state, e.g. San Francisco, CA"
+            },
+            "unit": {
+              "type": "string",
+              "enum": ["celsius", "fahrenheit"]
+            }
+          },
+          "required": ["location"]
+        }
+      }
+    }
+  ],
+  "tool_choice": "auto"
+}'
+
+```
+
+</TabItem>
+</Tabs>
+
 ## Supported Models
 
 | Model Name               | Function Call                                                                                                                                                      |
diff --git a/docs/my-website/docs/providers/gemini.md b/docs/my-website/docs/providers/gemini.md
index 480c3d6fdd9..8dd83e5cef1 100644
--- a/docs/my-website/docs/providers/gemini.md
+++ b/docs/my-website/docs/providers/gemini.md
@@ -23,7 +23,7 @@ In certain use-cases you may need to make calls to the models and pass [safety s
 ```python
 response = completion(
     model="gemini/gemini-pro", 
-    messages=[{"role": "user", "content": "write code for saying hi from LiteLLM"}]
+    messages=[{"role": "user", "content": "write code for saying hi from LiteLLM"}],
     safety_settings=[
         {
             "category": "HARM_CATEGORY_HARASSMENT",
diff --git a/docs/my-website/docs/providers/mistral.md b/docs/my-website/docs/providers/mistral.md
index 257ab2e93b7..b6558435b8b 100644
--- a/docs/my-website/docs/providers/mistral.md
+++ b/docs/my-website/docs/providers/mistral.md
@@ -50,6 +50,7 @@ All models listed here https://docs.mistral.ai/platform/endpoints are supported.
 | mistral-small | `completion(model="mistral/mistral-small", messages)` | 
 | mistral-medium | `completion(model="mistral/mistral-medium", messages)` | 
 | mistral-large-latest | `completion(model="mistral/mistral-large-latest", messages)` | 
+| open-mixtral-8x22b | `completion(model="mistral/open-mixtral-8x22b", messages)` | 
 
 
 ## Sample Usage - Embedding
diff --git a/docs/my-website/docs/providers/openai.md b/docs/my-website/docs/providers/openai.md
index d40ab0676f5..a8fe541fc8f 100644
--- a/docs/my-website/docs/providers/openai.md
+++ b/docs/my-website/docs/providers/openai.md
@@ -163,6 +163,8 @@ os.environ["OPENAI_API_BASE"] = "openaiai-api-base"     # OPTIONAL
 
 | Model Name            | Function Call                                                   |
 |-----------------------|-----------------------------------------------------------------|
+| gpt-4-turbo   | `response = completion(model="gpt-4-turbo", messages=messages)` |
+| gpt-4-turbo-preview   | `response = completion(model="gpt-4-0125-preview", messages=messages)` |
 | gpt-4-0125-preview    | `response = completion(model="gpt-4-0125-preview", messages=messages)` |
 | gpt-4-1106-preview    | `response = completion(model="gpt-4-1106-preview", messages=messages)` |
 | gpt-3.5-turbo-1106    | `response = completion(model="gpt-3.5-turbo-1106", messages=messages)` |
@@ -184,6 +186,7 @@ These also support the `OPENAI_API_BASE` environment variable, which can be used
 ## OpenAI Vision Models 
 | Model Name            | Function Call                                                   |
 |-----------------------|-----------------------------------------------------------------|
+| gpt-4-turbo    | `response = completion(model="gpt-4-turbo", messages=messages)` |
 | gpt-4-vision-preview    | `response = completion(model="gpt-4-vision-preview", messages=messages)` |
 
 #### Usage
diff --git a/docs/my-website/docs/providers/vertex.md b/docs/my-website/docs/providers/vertex.md
index b5d69084d79..014a29bf11c 100644
--- a/docs/my-website/docs/providers/vertex.md
+++ b/docs/my-website/docs/providers/vertex.md
@@ -253,6 +253,7 @@ litellm.vertex_location = "us-central1 # Your Location
 ## Anthropic 
 | Model Name       | Function Call                        |
 |------------------|--------------------------------------|
+| claude-3-opus@20240229   | `completion('vertex_ai/claude-3-opus@20240229', messages)` |
 | claude-3-sonnet@20240229   | `completion('vertex_ai/claude-3-sonnet@20240229', messages)` |
 | claude-3-haiku@20240307   | `completion('vertex_ai/claude-3-haiku@20240307', messages)` |
 
diff --git a/docs/my-website/docs/proxy/grafana_metrics.md b/docs/my-website/docs/proxy/prometheus.md
similarity index 81%
rename from docs/my-website/docs/proxy/grafana_metrics.md
rename to docs/my-website/docs/proxy/prometheus.md
index c191aa1fc53..b1fb62ad51a 100644
--- a/docs/my-website/docs/proxy/grafana_metrics.md
+++ b/docs/my-website/docs/proxy/prometheus.md
@@ -14,6 +14,7 @@ model_list:
       model: gpt-3.5-turbo
 litellm_settings:
   success_callback: ["prometheus"]
+  failure_callback: ["prometheus"]
 ```
 
 Start the proxy
@@ -48,9 +49,10 @@ http://localhost:4000/metrics
 
 | Metric Name          | Description                          |
 |----------------------|--------------------------------------|
-| `litellm_requests_metric`             | Number of requests made, per `"user", "key", "model"`          |
-| `litellm_spend_metric`                | Total Spend, per `"user", "key", "model"`                 |
-| `litellm_total_tokens`         | input + output tokens per `"user", "key", "model"`     |
+| `litellm_requests_metric`             | Number of requests made, per `"user", "key", "model", "team", "end-user"`          |
+| `litellm_spend_metric`                | Total Spend, per `"user", "key", "model", "team", "end-user"`                 |
+| `litellm_total_tokens`         | input + output tokens per `"user", "key", "model", "team", "end-user"`     |
+| `litellm_llm_api_failed_requests_metric`   | Number of failed LLM API requests per `"user", "key", "model", "team", "end-user"`    |
 
 ## Monitor System Health
 
@@ -69,3 +71,4 @@ litellm_settings:
 |----------------------|--------------------------------------|
 | `litellm_redis_latency`         | histogram latency for redis calls     |
 | `litellm_redis_fails`         | Number of failed redis calls    |
+| `litellm_self_latency`         | Histogram latency for successful litellm api call    |
diff --git a/docs/my-website/docs/proxy/user_keys.md b/docs/my-website/docs/proxy/user_keys.md
index c7d72d9943f..fa78b37c11f 100644
--- a/docs/my-website/docs/proxy/user_keys.md
+++ b/docs/my-website/docs/proxy/user_keys.md
@@ -121,6 +121,9 @@ from langchain.prompts.chat import (
     SystemMessagePromptTemplate,
 )
 from langchain.schema import HumanMessage, SystemMessage
+import os 
+
+os.environ["OPENAI_API_KEY"] = "anything"
 
 chat = ChatOpenAI(
     openai_api_base="http://0.0.0.0:4000",
diff --git a/docs/my-website/sidebars.js b/docs/my-website/sidebars.js
index bf1ef6f1498..0fb4ac027f4 100644
--- a/docs/my-website/sidebars.js
+++ b/docs/my-website/sidebars.js
@@ -63,7 +63,7 @@ const sidebars = {
           label: "Logging, Alerting",
           items: ["proxy/logging", "proxy/alerting", "proxy/streaming_logging"],
         },
-        "proxy/grafana_metrics",
+        "proxy/prometheus",
         "proxy/call_hooks",
         "proxy/rules",
         "proxy/cli", 
@@ -86,6 +86,7 @@ const sidebars = {
         "completion/stream",
         "completion/message_trimming",
         "completion/function_call",
+        "completion/vision",
         "completion/model_alias",
         "completion/batching",
         "completion/mock_requests",
diff --git a/litellm/__init__.py b/litellm/__init__.py
index 055dd74241d..5ef78dce4d5 100644
--- a/litellm/__init__.py
+++ b/litellm/__init__.py
@@ -583,6 +583,7 @@ from .utils import (
     completion_cost,
     supports_function_calling,
     supports_parallel_function_calling,
+    supports_vision,
     get_litellm_params,
     Logging,
     acreate,
diff --git a/litellm/_service_logger.py b/litellm/_service_logger.py
index 814ec011a9b..dc6f35642b7 100644
--- a/litellm/_service_logger.py
+++ b/litellm/_service_logger.py
@@ -1,9 +1,13 @@
-import litellm
+import litellm, traceback
+from litellm.proxy._types import UserAPIKeyAuth
 from .types.services import ServiceTypes, ServiceLoggerPayload
 from .integrations.prometheus_services import PrometheusServicesLogger
+from .integrations.custom_logger import CustomLogger
+from datetime import timedelta
+from typing import Union
 
 
-class ServiceLogging:
+class ServiceLogging(CustomLogger):
     """
     Separate class used for monitoring health of litellm-adjacent services (redis/postgres).
     """
@@ -14,11 +18,12 @@ class ServiceLogging:
         self.mock_testing_async_success_hook = 0
         self.mock_testing_sync_failure_hook = 0
         self.mock_testing_async_failure_hook = 0
-
         if "prometheus_system" in litellm.service_callback:
             self.prometheusServicesLogger = PrometheusServicesLogger()
 
-    def service_success_hook(self, service: ServiceTypes, duration: float):
+    def service_success_hook(
+        self, service: ServiceTypes, duration: float, call_type: str
+    ):
         """
         [TODO] Not implemented for sync calls yet. V0 is focused on async monitoring (used by proxy).
         """
@@ -26,7 +31,7 @@ class ServiceLogging:
             self.mock_testing_sync_success_hook += 1
 
     def service_failure_hook(
-        self, service: ServiceTypes, duration: float, error: Exception
+        self, service: ServiceTypes, duration: float, error: Exception, call_type: str
     ):
         """
         [TODO] Not implemented for sync calls yet. V0 is focused on async monitoring (used by proxy).
@@ -34,7 +39,9 @@ class ServiceLogging:
         if self.mock_testing:
             self.mock_testing_sync_failure_hook += 1
 
-    async def async_service_success_hook(self, service: ServiceTypes, duration: float):
+    async def async_service_success_hook(
+        self, service: ServiceTypes, duration: float, call_type: str
+    ):
         """
         - For counting if the redis, postgres call is successful
         """
@@ -42,7 +49,11 @@ class ServiceLogging:
             self.mock_testing_async_success_hook += 1
 
         payload = ServiceLoggerPayload(
-            is_error=False, error=None, service=service, duration=duration
+            is_error=False,
+            error=None,
+            service=service,
+            duration=duration,
+            call_type=call_type,
         )
         for callback in litellm.service_callback:
             if callback == "prometheus_system":
@@ -51,7 +62,11 @@ class ServiceLogging:
                 )
 
     async def async_service_failure_hook(
-        self, service: ServiceTypes, duration: float, error: Exception
+        self,
+        service: ServiceTypes,
+        duration: float,
+        error: Union[str, Exception],
+        call_type: str,
     ):
         """
         - For counting if the redis, postgres call is unsuccessful
@@ -59,8 +74,18 @@ class ServiceLogging:
         if self.mock_testing:
             self.mock_testing_async_failure_hook += 1
 
+        error_message = ""
+        if isinstance(error, Exception):
+            error_message = str(error)
+        elif isinstance(error, str):
+            error_message = error
+
         payload = ServiceLoggerPayload(
-            is_error=True, error=str(error), service=service, duration=duration
+            is_error=True,
+            error=error_message,
+            service=service,
+            duration=duration,
+            call_type=call_type,
         )
         for callback in litellm.service_callback:
             if callback == "prometheus_system":
@@ -69,3 +94,37 @@ class ServiceLogging:
                 await self.prometheusServicesLogger.async_service_failure_hook(
                     payload=payload
                 )
+
+    async def async_post_call_failure_hook(
+        self, original_exception: Exception, user_api_key_dict: UserAPIKeyAuth
+    ):
+        """
+        Hook to track failed litellm-service calls
+        """
+        return await super().async_post_call_failure_hook(
+            original_exception, user_api_key_dict
+        )
+
+    async def async_log_success_event(self, kwargs, response_obj, start_time, end_time):
+        """
+        Hook to track latency for litellm proxy llm api calls
+        """
+        try:
+            _duration = end_time - start_time
+            if isinstance(_duration, timedelta):
+                _duration = _duration.total_seconds()
+            elif isinstance(_duration, float):
+                pass
+            else:
+                raise Exception(
+                    "Duration={} is not a float or timedelta object. type={}".format(
+                        _duration, type(_duration)
+                    )
+                )  # invalid _duration value
+            await self.async_service_success_hook(
+                service=ServiceTypes.LITELLM,
+                duration=_duration,
+                call_type=kwargs["call_type"],
+            )
+        except Exception as e:
+            raise e
diff --git a/litellm/caching.py b/litellm/caching.py
index c15813710a5..d73112d21ce 100644
--- a/litellm/caching.py
+++ b/litellm/caching.py
@@ -13,7 +13,6 @@ import json, traceback, ast, hashlib
 from typing import Optional, Literal, List, Union, Any, BinaryIO
 from openai._models import BaseModel as OpenAIObject
 from litellm._logging import verbose_logger
-from litellm._service_logger import ServiceLogging
 from litellm.types.services import ServiceLoggerPayload, ServiceTypes
 import traceback
 
@@ -90,6 +89,13 @@ class InMemoryCache(BaseCache):
             return_val.append(val)
         return return_val
 
+    def increment_cache(self, key, value: int, **kwargs) -> int:
+        # get the value
+        init_value = self.get_cache(key=key) or 0
+        value = init_value + value
+        self.set_cache(key, value, **kwargs)
+        return value
+
     async def async_get_cache(self, key, **kwargs):
         return self.get_cache(key=key, **kwargs)
 
@@ -132,6 +138,7 @@ class RedisCache(BaseCache):
         **kwargs,
     ):
         from ._redis import get_redis_client, get_redis_connection_pool
+        from litellm._service_logger import ServiceLogging
         import redis
 
         redis_kwargs = {}
@@ -198,6 +205,42 @@ class RedisCache(BaseCache):
                 f"LiteLLM Caching: set() - Got exception from REDIS : {str(e)}"
             )
 
+    def increment_cache(self, key, value: int, **kwargs) -> int:
+        _redis_client = self.redis_client
+        start_time = time.time()
+        try:
+            result = _redis_client.incr(name=key, amount=value)
+            ## LOGGING ##
+            end_time = time.time()
+            _duration = end_time - start_time
+            asyncio.create_task(
+                self.service_logger_obj.service_success_hook(
+                    service=ServiceTypes.REDIS,
+                    duration=_duration,
+                    call_type="increment_cache",
+                )
+            )
+            return result
+        except Exception as e:
+            ## LOGGING ##
+            end_time = time.time()
+            _duration = end_time - start_time
+            asyncio.create_task(
+                self.service_logger_obj.async_service_failure_hook(
+                    service=ServiceTypes.REDIS,
+                    duration=_duration,
+                    error=e,
+                    call_type="increment_cache",
+                )
+            )
+            verbose_logger.error(
+                "LiteLLM Redis Caching: increment_cache() - Got exception from REDIS %s, Writing value=%s",
+                str(e),
+                value,
+            )
+            traceback.print_exc()
+            raise e
+
     async def async_scan_iter(self, pattern: str, count: int = 100) -> list:
         start_time = time.time()
         try:
@@ -216,7 +259,9 @@ class RedisCache(BaseCache):
                 _duration = end_time - start_time
                 asyncio.create_task(
                     self.service_logger_obj.async_service_success_hook(
-                        service=ServiceTypes.REDIS, duration=_duration
+                        service=ServiceTypes.REDIS,
+                        duration=_duration,
+                        call_type="async_scan_iter",
                     )
                 )  # DO NOT SLOW DOWN CALL B/C OF THIS
             return keys
@@ -227,7 +272,10 @@ class RedisCache(BaseCache):
             _duration = end_time - start_time
             asyncio.create_task(
                 self.service_logger_obj.async_service_failure_hook(
-                    service=ServiceTypes.REDIS, duration=_duration, error=e
+                    service=ServiceTypes.REDIS,
+                    duration=_duration,
+                    error=e,
+                    call_type="async_scan_iter",
                 )
             )
             raise e
@@ -267,7 +315,9 @@ class RedisCache(BaseCache):
                 _duration = end_time - start_time
                 asyncio.create_task(
                     self.service_logger_obj.async_service_success_hook(
-                        service=ServiceTypes.REDIS, duration=_duration
+                        service=ServiceTypes.REDIS,
+                        duration=_duration,
+                        call_type="async_set_cache",
                     )
                 )
             except Exception as e:
@@ -275,7 +325,10 @@ class RedisCache(BaseCache):
                 _duration = end_time - start_time
                 asyncio.create_task(
                     self.service_logger_obj.async_service_failure_hook(
-                        service=ServiceTypes.REDIS, duration=_duration, error=e
+                        service=ServiceTypes.REDIS,
+                        duration=_duration,
+                        error=e,
+                        call_type="async_set_cache",
                     )
                 )
                 # NON blocking - notify users Redis is throwing an exception
@@ -292,6 +345,10 @@ class RedisCache(BaseCache):
         """
         _redis_client = self.init_async_client()
         start_time = time.time()
+
+        print_verbose(
+            f"Set Async Redis Cache: key list: {cache_list}\nttl={ttl}, redis_version={self.redis_version}"
+        )
         try:
             async with _redis_client as redis_client:
                 async with redis_client.pipeline(transaction=True) as pipe:
@@ -316,7 +373,9 @@ class RedisCache(BaseCache):
             _duration = end_time - start_time
             asyncio.create_task(
                 self.service_logger_obj.async_service_success_hook(
-                    service=ServiceTypes.REDIS, duration=_duration
+                    service=ServiceTypes.REDIS,
+                    duration=_duration,
+                    call_type="async_set_cache_pipeline",
                 )
             )
             return results
@@ -326,7 +385,10 @@ class RedisCache(BaseCache):
             _duration = end_time - start_time
             asyncio.create_task(
                 self.service_logger_obj.async_service_failure_hook(
-                    service=ServiceTypes.REDIS, duration=_duration, error=e
+                    service=ServiceTypes.REDIS,
+                    duration=_duration,
+                    error=e,
+                    call_type="async_set_cache_pipeline",
                 )
             )
 
@@ -359,6 +421,7 @@ class RedisCache(BaseCache):
                     self.service_logger_obj.async_service_success_hook(
                         service=ServiceTypes.REDIS,
                         duration=_duration,
+                        call_type="async_increment",
                     )
                 )
                 return result
@@ -368,7 +431,10 @@ class RedisCache(BaseCache):
             _duration = end_time - start_time
             asyncio.create_task(
                 self.service_logger_obj.async_service_failure_hook(
-                    service=ServiceTypes.REDIS, duration=_duration, error=e
+                    service=ServiceTypes.REDIS,
+                    duration=_duration,
+                    error=e,
+                    call_type="async_increment",
                 )
             )
             verbose_logger.error(
@@ -459,7 +525,9 @@ class RedisCache(BaseCache):
                 _duration = end_time - start_time
                 asyncio.create_task(
                     self.service_logger_obj.async_service_success_hook(
-                        service=ServiceTypes.REDIS, duration=_duration
+                        service=ServiceTypes.REDIS,
+                        duration=_duration,
+                        call_type="async_get_cache",
                     )
                 )
                 return response
@@ -469,7 +537,10 @@ class RedisCache(BaseCache):
                 _duration = end_time - start_time
                 asyncio.create_task(
                     self.service_logger_obj.async_service_failure_hook(
-                        service=ServiceTypes.REDIS, duration=_duration, error=e
+                        service=ServiceTypes.REDIS,
+                        duration=_duration,
+                        error=e,
+                        call_type="async_get_cache",
                     )
                 )
                 # NON blocking - notify users Redis is throwing an exception
@@ -497,7 +568,9 @@ class RedisCache(BaseCache):
             _duration = end_time - start_time
             asyncio.create_task(
                 self.service_logger_obj.async_service_success_hook(
-                    service=ServiceTypes.REDIS, duration=_duration
+                    service=ServiceTypes.REDIS,
+                    duration=_duration,
+                    call_type="async_batch_get_cache",
                 )
             )
 
@@ -519,7 +592,10 @@ class RedisCache(BaseCache):
             _duration = end_time - start_time
             asyncio.create_task(
                 self.service_logger_obj.async_service_failure_hook(
-                    service=ServiceTypes.REDIS, duration=_duration, error=e
+                    service=ServiceTypes.REDIS,
+                    duration=_duration,
+                    error=e,
+                    call_type="async_batch_get_cache",
                 )
             )
             print_verbose(f"Error occurred in pipeline read - {str(e)}")
@@ -1064,6 +1140,30 @@ class DualCache(BaseCache):
         except Exception as e:
             print_verbose(e)
 
+    def increment_cache(
+        self, key, value: int, local_only: bool = False, **kwargs
+    ) -> int:
+        """
+        Key - the key in cache
+
+        Value - int - the value you want to increment by
+
+        Returns - int - the incremented value
+        """
+        try:
+            result: int = value
+            if self.in_memory_cache is not None:
+                result = self.in_memory_cache.increment_cache(key, value, **kwargs)
+
+            if self.redis_cache is not None and local_only == False:
+                result = self.redis_cache.increment_cache(key, value, **kwargs)
+
+            return result
+        except Exception as e:
+            print_verbose(f"LiteLLM Cache: Excepton async add_cache: {str(e)}")
+            traceback.print_exc()
+            raise e
+
     def get_cache(self, key, local_only: bool = False, **kwargs):
         # Try to fetch from in-memory cache first
         try:
@@ -1169,7 +1269,6 @@ class DualCache(BaseCache):
                 print_verbose(f"in_memory_result: {in_memory_result}")
                 if in_memory_result is not None:
                     result = in_memory_result
-
             if None in result and self.redis_cache is not None and local_only == False:
                 """
                 - for the none values in the result
@@ -1185,14 +1284,12 @@ class DualCache(BaseCache):
 
                 if redis_result is not None:
                     # Update in-memory cache with the value from Redis
-                    for key in redis_result:
-                        await self.in_memory_cache.async_set_cache(
-                            key, redis_result[key], **kwargs
-                        )
-
-                sublist_dict = dict(zip(sublist_keys, redis_result))
-
-                for key, value in sublist_dict.items():
+                    for key, value in redis_result.items():
+                        if value is not None:
+                            await self.in_memory_cache.async_set_cache(
+                                key, redis_result[key], **kwargs
+                            )
+                for key, value in redis_result.items():
                     result[sublist_keys.index(key)] = value
 
             print_verbose(f"async batch get cache: cache result: {result}")
@@ -1201,6 +1298,9 @@ class DualCache(BaseCache):
             traceback.print_exc()
 
     async def async_set_cache(self, key, value, local_only: bool = False, **kwargs):
+        print_verbose(
+            f"async set cache: cache key: {key}; local_only: {local_only}; value: {value}"
+        )
         try:
             if self.in_memory_cache is not None:
                 await self.in_memory_cache.async_set_cache(key, value, **kwargs)
diff --git a/litellm/integrations/custom_logger.py b/litellm/integrations/custom_logger.py
index 503b3ff9d3f..b288036ad5b 100644
--- a/litellm/integrations/custom_logger.py
+++ b/litellm/integrations/custom_logger.py
@@ -6,7 +6,7 @@ import requests
 from litellm.proxy._types import UserAPIKeyAuth
 from litellm.caching import DualCache
 
-from typing import Literal, Union
+from typing import Literal, Union, Optional
 
 dotenv.load_dotenv()  # Loading env variables using dotenv
 import traceback
@@ -46,6 +46,17 @@ class CustomLogger:  # https://docs.litellm.ai/docs/observability/custom_callbac
     async def async_log_failure_event(self, kwargs, response_obj, start_time, end_time):
         pass
 
+    #### PRE-CALL CHECKS - router/proxy only ####
+    """
+    Allows usage-based-routing-v2 to run pre-call rpm checks within the picked deployment's semaphore (concurrency-safe tpm/rpm checks).
+    """
+
+    async def async_pre_call_check(self, deployment: dict) -> Optional[dict]:
+        pass
+
+    def pre_call_check(self, deployment: dict) -> Optional[dict]:
+        pass
+
     #### CALL HOOKS - proxy only ####
     """
     Control the modify incoming / outgoung data before calling the model
diff --git a/litellm/integrations/langfuse.py b/litellm/integrations/langfuse.py
index 91fcb8cb714..cef5900c42d 100644
--- a/litellm/integrations/langfuse.py
+++ b/litellm/integrations/langfuse.py
@@ -133,6 +133,7 @@ class LangFuseLogger:
                 self._log_langfuse_v2(
                     user_id,
                     metadata,
+                    litellm_params,
                     output,
                     start_time,
                     end_time,
@@ -224,6 +225,7 @@ class LangFuseLogger:
         self,
         user_id,
         metadata,
+        litellm_params,
         output,
         start_time,
         end_time,
@@ -298,13 +300,46 @@ class LangFuseLogger:
                     else:
                         clean_metadata[key] = value
 
+            api_base = litellm_params.get("api_base", None)
+            if api_base:
+                clean_metadata["api_base"] = api_base
+
+            vertex_location = kwargs.get("vertex_location", None)
+            if vertex_location:
+                clean_metadata["vertex_location"] = vertex_location
+
+            aws_region_name = kwargs.get("aws_region_name", None)
+            if aws_region_name:
+                clean_metadata["aws_region_name"] = aws_region_name
+
             if supports_tags:
                 if "cache_hit" in kwargs:
                     if kwargs["cache_hit"] is None:
                         kwargs["cache_hit"] = False
                     tags.append(f"cache_hit:{kwargs['cache_hit']}")
+                    clean_metadata["cache_hit"] = kwargs["cache_hit"]
                 trace_params.update({"tags": tags})
 
+            proxy_server_request = litellm_params.get("proxy_server_request", None)
+            if proxy_server_request:
+                method = proxy_server_request.get("method", None)
+                url = proxy_server_request.get("url", None)
+                headers = proxy_server_request.get("headers", None)
+                clean_headers = {}
+                if headers:
+                    for key, value in headers.items():
+                        # these headers can leak our API keys and/or JWT tokens
+                        if key.lower() not in ["authorization", "cookie", "referer"]:
+                            clean_headers[key] = value
+
+                clean_metadata["request"] = {
+                    "method": method,
+                    "url": url,
+                    "headers": clean_headers,
+                }
+
+            print_verbose(f"trace_params: {trace_params}")
+
             trace = self.Langfuse.trace(**trace_params)
 
             generation_id = None
@@ -321,13 +356,17 @@ class LangFuseLogger:
                 # just log `litellm-{call_type}` as the generation name
                 generation_name = f"litellm-{kwargs.get('call_type', 'completion')}"
 
+            system_fingerprint = response_obj.get("system_fingerprint", None)
+            if system_fingerprint is not None:
+                optional_params["system_fingerprint"] = system_fingerprint
+
             generation_params = {
                 "name": generation_name,
                 "id": metadata.get("generation_id", generation_id),
-                "startTime": start_time,
-                "endTime": end_time,
+                "start_time": start_time,
+                "end_time": end_time,
                 "model": kwargs["model"],
-                "modelParameters": optional_params,
+                "model_parameters": optional_params,
                 "input": input,
                 "output": output,
                 "usage": usage,
@@ -339,13 +378,15 @@ class LangFuseLogger:
                 generation_params["prompt"] = metadata.get("prompt", None)
 
             if output is not None and isinstance(output, str) and level == "ERROR":
-                generation_params["statusMessage"] = output
+                generation_params["status_message"] = output
 
             if supports_completion_start_time:
                 generation_params["completion_start_time"] = kwargs.get(
                     "completion_start_time", None
                 )
 
+            print_verbose(f"generation_params: {generation_params}")
+
             trace.generation(**generation_params)
         except Exception as e:
             verbose_logger.debug(f"Langfuse Layer Error - {traceback.format_exc()}")
diff --git a/litellm/integrations/prometheus.py b/litellm/integrations/prometheus.py
index d5f10262f2b..7943d5dba90 100644
--- a/litellm/integrations/prometheus.py
+++ b/litellm/integrations/prometheus.py
@@ -22,24 +22,30 @@ class PrometheusLogger:
             verbose_logger.debug(f"in init prometheus metrics")
             from prometheus_client import Counter
 
+            self.litellm_llm_api_failed_requests_metric = Counter(
+                name="litellm_llm_api_failed_requests_metric",
+                documentation="Total number of failed LLM API calls via litellm",
+                labelnames=["end_user", "hashed_api_key", "model", "team"],
+            )
+
             self.litellm_requests_metric = Counter(
                 name="litellm_requests_metric",
                 documentation="Total number of LLM calls to litellm",
-                labelnames=["end_user", "key", "model", "team"],
+                labelnames=["end_user", "hashed_api_key", "model", "team"],
             )
 
             # Counter for spend
             self.litellm_spend_metric = Counter(
                 "litellm_spend_metric",
                 "Total spend on LLM requests",
-                labelnames=["end_user", "key", "model", "team"],
+                labelnames=["end_user", "hashed_api_key", "model", "team"],
             )
 
             # Counter for total_output_tokens
             self.litellm_tokens_metric = Counter(
                 "litellm_total_tokens",
                 "Total number of input + output tokens from LLM requests",
-                labelnames=["end_user", "key", "model", "team"],
+                labelnames=["end_user", "hashed_api_key", "model", "team"],
             )
         except Exception as e:
             print_verbose(f"Got exception on init prometheus client {str(e)}")
@@ -69,12 +75,24 @@ class PrometheusLogger:
             user_api_team = litellm_params.get("metadata", {}).get(
                 "user_api_key_team_id", None
             )
-            tokens_used = response_obj.get("usage", {}).get("total_tokens", 0)
+            if response_obj is not None:
+                tokens_used = response_obj.get("usage", {}).get("total_tokens", 0)
+            else:
+                tokens_used = 0
 
             print_verbose(
                 f"inside track_prometheus_metrics, model {model}, response_cost {response_cost}, tokens_used {tokens_used}, end_user_id {end_user_id}, user_api_key {user_api_key}"
             )
 
+            if (
+                user_api_key is not None
+                and isinstance(user_api_key, str)
+                and user_api_key.startswith("sk-")
+            ):
+                from litellm.proxy.utils import hash_token
+
+                user_api_key = hash_token(user_api_key)
+
             self.litellm_requests_metric.labels(
                 end_user_id, user_api_key, model, user_api_team
             ).inc()
@@ -84,6 +102,12 @@ class PrometheusLogger:
             self.litellm_tokens_metric.labels(
                 end_user_id, user_api_key, model, user_api_team
             ).inc(tokens_used)
+
+            ### FAILURE INCREMENT ###
+            if "exception" in kwargs:
+                self.litellm_llm_api_failed_requests_metric.labels(
+                    end_user_id, user_api_key, model, user_api_team
+                ).inc()
         except Exception as e:
             traceback.print_exc()
             verbose_logger.debug(
diff --git a/litellm/integrations/prometheus_services.py b/litellm/integrations/prometheus_services.py
index 548d0a2a3af..4171593bafe 100644
--- a/litellm/integrations/prometheus_services.py
+++ b/litellm/integrations/prometheus_services.py
@@ -30,6 +30,7 @@ class PrometheusServicesLogger:
                 raise Exception(
                     "Missing prometheus_client. Run `pip install prometheus-client`"
                 )
+            print("INITIALIZES PROMETHEUS SERVICE LOGGER!")
 
             self.Histogram = Histogram
             self.Counter = Counter
@@ -151,6 +152,7 @@ class PrometheusServicesLogger:
         if self.mock_testing:
             self.mock_testing_success_calls += 1
 
+        print(f"LOGS SUCCESSFUL CALL TO PROMETHEUS - payload={payload}")
         if payload.service.value in self.payload_to_prometheus_map:
             prom_objects = self.payload_to_prometheus_map[payload.service.value]
             for obj in prom_objects:
diff --git a/litellm/llms/cohere_chat.py b/litellm/llms/cohere_chat.py
index c51ef8deda5..adf5a0a7930 100644
--- a/litellm/llms/cohere_chat.py
+++ b/litellm/llms/cohere_chat.py
@@ -43,6 +43,7 @@ class CohereChatConfig:
         presence_penalty (float, optional): Used to reduce repetitiveness of generated tokens.
         tools (List[Dict[str, str]], optional): A list of available tools (functions) that the model may suggest invoking.
         tool_results (List[Dict[str, Any]], optional): A list of results from invoking tools.
+        seed (int, optional): A seed to assist reproducibility of the model's response.
     """
 
     preamble: Optional[str] = None
@@ -62,6 +63,7 @@ class CohereChatConfig:
     presence_penalty: Optional[int] = None
     tools: Optional[list] = None
     tool_results: Optional[list] = None
+    seed: Optional[int] = None
 
     def __init__(
         self,
@@ -82,6 +84,7 @@ class CohereChatConfig:
         presence_penalty: Optional[int] = None,
         tools: Optional[list] = None,
         tool_results: Optional[list] = None,
+        seed: Optional[int] = None,
     ) -> None:
         locals_ = locals()
         for key, value in locals_.items():
diff --git a/litellm/llms/prompt_templates/factory.py b/litellm/llms/prompt_templates/factory.py
index eba8e27ea39..52589d2de49 100644
--- a/litellm/llms/prompt_templates/factory.py
+++ b/litellm/llms/prompt_templates/factory.py
@@ -218,6 +218,18 @@ def phind_codellama_pt(messages):
     return prompt
 
 
+known_tokenizer_config = {
+    "mistralai/Mistral-7B-Instruct-v0.1": {
+        "tokenizer": {
+            "chat_template": "{{ bos_token }}{% for message in messages %}{% if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}{{ raise_exception('Conversation roles must alternate user/assistant/user/assistant/...') }}{% endif %}{% if message['role'] == 'user' %}{{ '[INST] ' + message['content'] + ' [/INST]' }}{% elif message['role'] == 'assistant' %}{{ message['content'] + eos_token + ' ' }}{% else %}{{ raise_exception('Only user and assistant roles are supported!') }}{% endif %}{% endfor %}",
+            "bos_token": "<s>",
+            "eos_token": "</s>",
+        },
+        "status": "success",
+    }
+}
+
+
 def hf_chat_template(model: str, messages: list, chat_template: Optional[Any] = None):
     # Define Jinja2 environment
     env = ImmutableSandboxedEnvironment()
@@ -246,20 +258,23 @@ def hf_chat_template(model: str, messages: list, chat_template: Optional[Any] =
             else:
                 return {"status": "failure"}
 
-        tokenizer_config = _get_tokenizer_config(model)
+        if model in known_tokenizer_config:
+            tokenizer_config = known_tokenizer_config[model]
+        else:
+            tokenizer_config = _get_tokenizer_config(model)
         if (
             tokenizer_config["status"] == "failure"
             or "chat_template" not in tokenizer_config["tokenizer"]
         ):
             raise Exception("No chat template found")
         ## read the bos token, eos token and chat template from the json
-        tokenizer_config = tokenizer_config["tokenizer"]
-        bos_token = tokenizer_config["bos_token"]
-        eos_token = tokenizer_config["eos_token"]
-        chat_template = tokenizer_config["chat_template"]
+        tokenizer_config = tokenizer_config["tokenizer"]  # type: ignore
 
+        bos_token = tokenizer_config["bos_token"]  # type: ignore
+        eos_token = tokenizer_config["eos_token"]  # type: ignore
+        chat_template = tokenizer_config["chat_template"]  # type: ignore
     try:
-        template = env.from_string(chat_template)
+        template = env.from_string(chat_template)  # type: ignore
     except Exception as e:
         raise e
 
@@ -705,7 +720,7 @@ def anthropic_messages_pt_xml(messages: list):
         if assistant_content:
             new_messages.append({"role": "assistant", "content": assistant_content})
 
-    if new_messages[0]["role"] != "user":
+    if not new_messages or new_messages[0]["role"] != "user":
         if litellm.modify_params:
             new_messages.insert(
                 0, {"role": "user", "content": [{"type": "text", "text": "."}]}
@@ -884,7 +899,7 @@ def anthropic_messages_pt(messages: list):
         if assistant_content:
             new_messages.append({"role": "assistant", "content": assistant_content})
 
-    if new_messages[0]["role"] != "user":
+    if not new_messages or new_messages[0]["role"] != "user":
         if litellm.modify_params:
             new_messages.insert(
                 0, {"role": "user", "content": [{"type": "text", "text": "."}]}
@@ -1286,7 +1301,11 @@ def prompt_factory(
             messages=messages, prompt_format=prompt_format, chat_template=chat_template
         )
     elif custom_llm_provider == "gemini":
-        if model == "gemini-pro-vision":
+        if (
+            model == "gemini-pro-vision"
+            or litellm.supports_vision(model=model)
+            or litellm.supports_vision(model=custom_llm_provider + "/" + model)
+        ):
             return _gemini_vision_convert_messages(messages=messages)
         else:
             return gemini_text_image_pt(messages=messages)
diff --git a/litellm/llms/vertex_ai.py b/litellm/llms/vertex_ai.py
index 176902e1a93..fc2d882afd8 100644
--- a/litellm/llms/vertex_ai.py
+++ b/litellm/llms/vertex_ai.py
@@ -87,6 +87,60 @@ class VertexAIConfig:
             and v is not None
         }
 
+    def get_supported_openai_params(self):
+        return [
+            "temperature",
+            "top_p",
+            "max_tokens",
+            "stream",
+            "tools",
+            "tool_choice",
+            "response_format",
+            "n",
+            "stop",
+        ]
+
+    def map_openai_params(self, non_default_params: dict, optional_params: dict):
+        for param, value in non_default_params.items():
+            if param == "temperature":
+                optional_params["temperature"] = value
+            if param == "top_p":
+                optional_params["top_p"] = value
+            if param == "stream":
+                optional_params["stream"] = value
+            if param == "n":
+                optional_params["candidate_count"] = value
+            if param == "stop":
+                if isinstance(value, str):
+                    optional_params["stop_sequences"] = [value]
+                elif isinstance(value, list):
+                    optional_params["stop_sequences"] = value
+            if param == "max_tokens":
+                optional_params["max_output_tokens"] = value
+            if param == "response_format" and value["type"] == "json_object":
+                optional_params["response_mime_type"] = "application/json"
+            if param == "tools" and isinstance(value, list):
+                from vertexai.preview import generative_models
+
+                gtool_func_declarations = []
+                for tool in value:
+                    gtool_func_declaration = generative_models.FunctionDeclaration(
+                        name=tool["function"]["name"],
+                        description=tool["function"].get("description", ""),
+                        parameters=tool["function"].get("parameters", {}),
+                    )
+                    gtool_func_declarations.append(gtool_func_declaration)
+                optional_params["tools"] = [
+                    generative_models.Tool(
+                        function_declarations=gtool_func_declarations
+                    )
+                ]
+            if param == "tool_choice" and (
+                isinstance(value, str) or isinstance(value, dict)
+            ):
+                pass
+        return optional_params
+
 
 import asyncio
 
@@ -349,8 +403,17 @@ def completion(
         print_verbose(
             f"VERTEX AI: vertex_project={vertex_project}; vertex_location={vertex_location}"
         )
+        if vertex_credentials is not None and isinstance(vertex_credentials, str):
+            import google.oauth2.service_account
 
-        creds, _ = google.auth.default(quota_project_id=vertex_project)
+            json_obj = json.loads(vertex_credentials)
+
+            creds = google.oauth2.service_account.Credentials.from_service_account_info(
+                json_obj,
+                scopes=["https://www.googleapis.com/auth/cloud-platform"],
+            )
+        else:
+            creds, _ = google.auth.default(quota_project_id=vertex_project)
         print_verbose(
             f"VERTEX AI: creds={creds}; google application credentials: {os.getenv('GOOGLE_APPLICATION_CREDENTIALS')}"
         )
@@ -813,8 +876,8 @@ async def async_completion(
                 tools=tools,
             )
 
-            if tools is not None and hasattr(
-                response.candidates[0].content.parts[0], "function_call"
+            if tools is not None and bool(
+                getattr(response.candidates[0].content.parts[0], "function_call", None)
             ):
                 function_call = response.candidates[0].content.parts[0].function_call
                 args_dict = {}
@@ -1171,6 +1234,7 @@ def embedding(
     encoding=None,
     vertex_project=None,
     vertex_location=None,
+    vertex_credentials=None,
     aembedding=False,
     print_verbose=None,
 ):
@@ -1191,7 +1255,17 @@ def embedding(
         print_verbose(
             f"VERTEX AI: vertex_project={vertex_project}; vertex_location={vertex_location}"
         )
-        creds, _ = google.auth.default(quota_project_id=vertex_project)
+        if vertex_credentials is not None and isinstance(vertex_credentials, str):
+            import google.oauth2.service_account
+
+            json_obj = json.loads(vertex_credentials)
+
+            creds = google.oauth2.service_account.Credentials.from_service_account_info(
+                json_obj,
+                scopes=["https://www.googleapis.com/auth/cloud-platform"],
+            )
+        else:
+            creds, _ = google.auth.default(quota_project_id=vertex_project)
         print_verbose(
             f"VERTEX AI: creds={creds}; google application credentials: {os.getenv('GOOGLE_APPLICATION_CREDENTIALS')}"
         )
diff --git a/litellm/main.py b/litellm/main.py
index df9eb3e55a0..b1e75f744c9 100644
--- a/litellm/main.py
+++ b/litellm/main.py
@@ -12,6 +12,7 @@ from typing import Any, Literal, Union, BinaryIO
 from functools import partial
 import dotenv, traceback, random, asyncio, time, contextvars
 from copy import deepcopy
+
 import httpx
 import litellm
 from ._logging import verbose_logger
@@ -341,6 +342,7 @@ async def acompletion(
             custom_llm_provider=custom_llm_provider,
             original_exception=e,
             completion_kwargs=completion_kwargs,
+            extra_kwargs=kwargs,
         )
 
 
@@ -1709,6 +1711,7 @@ def completion(
                     encoding=encoding,
                     vertex_location=vertex_ai_location,
                     vertex_project=vertex_ai_project,
+                    vertex_credentials=vertex_credentials,
                     logging_obj=logging,
                     acompletion=acompletion,
                 )
@@ -2136,6 +2139,7 @@ def completion(
             custom_llm_provider=custom_llm_provider,
             original_exception=e,
             completion_kwargs=args,
+            extra_kwargs=kwargs,
         )
 
 
@@ -2497,6 +2501,7 @@ async def aembedding(*args, **kwargs):
             custom_llm_provider=custom_llm_provider,
             original_exception=e,
             completion_kwargs=args,
+            extra_kwargs=kwargs,
         )
 
 
@@ -2806,6 +2811,11 @@ def embedding(
                 or litellm.vertex_location
                 or get_secret("VERTEXAI_LOCATION")
             )
+            vertex_credentials = (
+                optional_params.pop("vertex_credentials", None)
+                or optional_params.pop("vertex_ai_credentials", None)
+                or get_secret("VERTEXAI_CREDENTIALS")
+            )
 
             response = vertex_ai.embedding(
                 model=model,
@@ -2816,6 +2826,7 @@ def embedding(
                 model_response=EmbeddingResponse(),
                 vertex_project=vertex_ai_project,
                 vertex_location=vertex_ai_location,
+                vertex_credentials=vertex_credentials,
                 aembedding=aembedding,
                 print_verbose=print_verbose,
             )
@@ -2932,7 +2943,10 @@ def embedding(
         )
         ## Map to OpenAI Exception
         raise exception_type(
-            model=model, original_exception=e, custom_llm_provider=custom_llm_provider
+            model=model,
+            original_exception=e,
+            custom_llm_provider=custom_llm_provider,
+            extra_kwargs=kwargs,
         )
 
 
@@ -3026,6 +3040,7 @@ async def atext_completion(*args, **kwargs):
             custom_llm_provider=custom_llm_provider,
             original_exception=e,
             completion_kwargs=args,
+            extra_kwargs=kwargs,
         )
 
 
@@ -3363,6 +3378,7 @@ async def aimage_generation(*args, **kwargs):
             custom_llm_provider=custom_llm_provider,
             original_exception=e,
             completion_kwargs=args,
+            extra_kwargs=kwargs,
         )
 
 
@@ -3562,6 +3578,7 @@ def image_generation(
             custom_llm_provider=custom_llm_provider,
             original_exception=e,
             completion_kwargs=locals(),
+            extra_kwargs=kwargs,
         )
 
 
@@ -3611,6 +3628,7 @@ async def atranscription(*args, **kwargs):
             custom_llm_provider=custom_llm_provider,
             original_exception=e,
             completion_kwargs=args,
+            extra_kwargs=kwargs,
         )
 
 
diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json
index 4298ed28b3e..eedcaa49320 100644
--- a/litellm/model_prices_and_context_window_backup.json
+++ b/litellm/model_prices_and_context_window_backup.json
@@ -10,9 +10,9 @@
         "supports_function_calling": true
     },
     "gpt-4-turbo-preview": {
-        "max_tokens": 4096, 
-        "max_input_tokens": 8192,
-        "max_output_tokens": 4096, 
+        "max_tokens": 4096,
+        "max_input_tokens": 128000,
+        "max_output_tokens": 4096,
         "input_cost_per_token": 0.00001,
         "output_cost_per_token": 0.00003,
         "litellm_provider": "openai",
@@ -75,7 +75,8 @@
         "litellm_provider": "openai",
         "mode": "chat",
         "supports_function_calling": true,
-        "supports_parallel_function_calling": true
+        "supports_parallel_function_calling": true,
+        "supports_vision": true
     },
     "gpt-4-turbo-2024-04-09": {
         "max_tokens": 4096,
@@ -86,7 +87,8 @@
         "litellm_provider": "openai",
         "mode": "chat",
         "supports_function_calling": true,
-        "supports_parallel_function_calling": true
+        "supports_parallel_function_calling": true,
+        "supports_vision": true
     },
     "gpt-4-1106-preview": {
         "max_tokens": 4096,
@@ -117,7 +119,8 @@
         "input_cost_per_token": 0.00001,
         "output_cost_per_token": 0.00003,
         "litellm_provider": "openai",
-        "mode": "chat"
+        "mode": "chat",
+        "supports_vision": true
     },
     "gpt-4-1106-vision-preview": {
         "max_tokens": 4096,
@@ -126,7 +129,8 @@
         "input_cost_per_token": 0.00001,
         "output_cost_per_token": 0.00003,
         "litellm_provider": "openai",
-        "mode": "chat"
+        "mode": "chat",
+        "supports_vision": true
     },
     "gpt-3.5-turbo": {
         "max_tokens": 4097,
@@ -209,6 +213,7 @@
     "text-embedding-3-large": {
         "max_tokens": 8191,
         "max_input_tokens": 8191,
+        "output_vector_size": 3072,
         "input_cost_per_token": 0.00000013,
         "output_cost_per_token": 0.000000,
         "litellm_provider": "openai",
@@ -217,6 +222,7 @@
     "text-embedding-3-small": {
         "max_tokens": 8191,
         "max_input_tokens": 8191,
+        "output_vector_size": 1536, 
         "input_cost_per_token": 0.00000002,
         "output_cost_per_token": 0.000000,
         "litellm_provider": "openai",
@@ -225,6 +231,7 @@
     "text-embedding-ada-002": {
         "max_tokens": 8191,
         "max_input_tokens": 8191,
+        "output_vector_size": 1536, 
         "input_cost_per_token": 0.0000001,
         "output_cost_per_token": 0.000000,
         "litellm_provider": "openai",
@@ -409,7 +416,8 @@
         "input_cost_per_token": 0.00001,
         "output_cost_per_token": 0.00003,
         "litellm_provider": "azure", 
-        "mode": "chat"
+        "mode": "chat",
+        "supports_vision": true
     },
     "azure/gpt-35-turbo-16k-0613": {
         "max_tokens": 4096,
@@ -700,6 +708,16 @@
         "mode": "chat",
         "supports_function_calling": true
     },
+    "mistral/open-mixtral-8x7b": {
+        "max_tokens": 8191,
+        "max_input_tokens": 32000,
+        "max_output_tokens": 8191,
+        "input_cost_per_token": 0.000002,
+        "output_cost_per_token": 0.000006,
+        "litellm_provider": "mistral",
+        "mode": "chat",
+        "supports_function_calling": true
+    },
     "mistral/mistral-embed": {
         "max_tokens": 8192,
         "max_input_tokens": 8192,
@@ -1004,6 +1022,7 @@
         "litellm_provider": "vertex_ai-language-models",
         "mode": "chat",
         "supports_function_calling": true,
+        "supports_tool_choice": true, 
         "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
     },
     "gemini-1.5-pro-preview-0215": { 
@@ -1015,6 +1034,7 @@
         "litellm_provider": "vertex_ai-language-models",
         "mode": "chat",
         "supports_function_calling": true,
+        "supports_tool_choice": true, 
         "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
     },
     "gemini-1.5-pro-preview-0409": {
@@ -1026,6 +1046,7 @@
         "litellm_provider": "vertex_ai-language-models",
         "mode": "chat",
         "supports_function_calling": true,
+        "supports_tool_choice": true, 
         "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
     },
     "gemini-experimental": {
@@ -1037,6 +1058,7 @@
         "litellm_provider": "vertex_ai-language-models",
         "mode": "chat",
         "supports_function_calling": false,
+        "supports_tool_choice": true, 
         "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
     },
     "gemini-pro-vision": {
@@ -1051,6 +1073,7 @@
         "litellm_provider": "vertex_ai-vision-models",
         "mode": "chat",
         "supports_function_calling": true,
+        "supports_vision": true,
         "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
     },
     "gemini-1.0-pro-vision": {
@@ -1065,6 +1088,7 @@
         "litellm_provider": "vertex_ai-vision-models",
         "mode": "chat",
         "supports_function_calling": true,
+        "supports_vision": true,
         "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
     },
     "gemini-1.0-pro-vision-001": {
@@ -1079,6 +1103,7 @@
         "litellm_provider": "vertex_ai-vision-models",
         "mode": "chat",
         "supports_function_calling": true,
+        "supports_vision": true,
         "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
     },
     "vertex_ai/claude-3-sonnet@20240229": {
@@ -1158,6 +1183,27 @@
         "mode": "embedding",
         "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
     },
+    "text-embedding-preview-0409": {
+        "max_tokens": 3072,
+        "max_input_tokens": 3072,
+        "output_vector_size": 768,
+        "input_cost_per_token": 0.00000000625,
+        "input_cost_per_token_batch_requests": 0.000000005,
+        "output_cost_per_token": 0,
+        "litellm_provider": "vertex_ai-embedding-models",
+        "mode": "embedding",
+        "source": "https://cloud.google.com/vertex-ai/generative-ai/pricing"
+    },
+    "text-multilingual-embedding-preview-0409":{
+        "max_tokens": 3072,
+        "max_input_tokens": 3072,
+        "output_vector_size": 768,
+        "input_cost_per_token": 0.00000000625,
+        "output_cost_per_token": 0,
+        "litellm_provider": "vertex_ai-embedding-models",
+        "mode": "embedding",
+        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
+    },
     "palm/chat-bison": {
         "max_tokens": 4096,
         "max_input_tokens": 8192,
@@ -1238,8 +1284,23 @@
         "litellm_provider": "gemini",
         "mode": "chat",
         "supports_function_calling": true,
+        "supports_vision": true,
+        "supports_tool_choice": true, 
         "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
     },
+    "gemini/gemini-1.5-pro-latest": {
+        "max_tokens": 8192,
+        "max_input_tokens": 1048576,
+        "max_output_tokens": 8192,
+        "input_cost_per_token": 0, 
+        "output_cost_per_token": 0,
+        "litellm_provider": "gemini",
+        "mode": "chat",
+        "supports_function_calling": true,
+        "supports_vision": true,
+        "supports_tool_choice": true, 
+        "source": "https://ai.google.dev/models/gemini"
+    },
     "gemini/gemini-pro-vision": {
         "max_tokens": 2048,
         "max_input_tokens": 30720,
@@ -1249,6 +1310,7 @@
         "litellm_provider": "gemini",
         "mode": "chat",
         "supports_function_calling": true,
+        "supports_vision": true,
         "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
     },
     "command-r": {
@@ -1711,6 +1773,15 @@
         "litellm_provider": "bedrock",
         "mode": "chat"
     },
+    "anthropic.claude-3-opus-20240229-v1:0": {
+        "max_tokens": 4096,
+        "max_input_tokens": 200000,
+        "max_output_tokens": 4096,
+        "input_cost_per_token": 0.000015,
+        "output_cost_per_token": 0.000075,
+        "litellm_provider": "bedrock",
+        "mode": "chat"
+    },
     "anthropic.claude-v1": {
         "max_tokens": 8191, 
         "max_input_tokens": 100000,
diff --git a/litellm/proxy/_experimental/out/404.html b/litellm/proxy/_experimental/out/404.html
index 98382f706ec..3ace44f6825 100644
--- a/litellm/proxy/_experimental/out/404.html
+++ b/litellm/proxy/_experimental/out/404.html
@@ -1 +1 @@
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N.createElement(N.Fragment,null,N.createElement("rect",{x:t,y:n,width:r,height:o,fill:a,stroke:"none"}),N.createElement("line",{x1:t+1,y1:i,x2:t+r-1,y2:i,fill:"none",stroke:"#fff"}),N.createElement("line",{x1:t+1,y1:i+2,x2:t+r-1,y2:i+2,fill:"none",stroke:"#fff"}))}},{key:"renderTraveller",value:function(e,t){return N.isValidElement(e)?N.cloneElement(e,t):eo()(e)?e(t):a.renderDefaultTraveller(t)}},{key:"getDerivedStateFromProps",value:function(e,t){var n=e.data,r=e.width,o=e.x,a=e.travellerWidth,i=e.updateId,l=e.startIndex,s=e.endIndex;if(n!==t.prevData||i!==t.prevUpdateId)return cH({prevData:n,prevTravellerWidth:a,prevUpdateId:i,prevX:o,prevWidth:r},n&&n.length?cK({data:n,width:r,x:o,travellerWidth:a,startIndex:l,endIndex:s}):{scale:null,scaleValues:null});if(t.scale&&(r!==t.prevWidth||o!==t.prevX||a!==t.prevTravellerWidth)){t.scale.range([o,o+r-a]);var c=t.scale.domain().map(function(e){return 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t,n=r.state,o=n.isTooltipActive,i=n.activeCoordinate,l=n.activePayload,s=n.offset,c=n.activeTooltipIndex,u=n.tooltipAxisBandSize,d=r.getTooltipEventType(),p=null!==(t=e.props.active)&&void 0!==t?t:o,f=r.props.layout,m=e.key||"_recharts-cursor";return N.createElement(pY,{key:m,activeCoordinate:i,activePayload:l,activeTooltipIndex:c,chartName:a,element:e,isActive:p,layout:f,offset:s,tooltipAxisBandSize:u,tooltipEventType:d})}),ft(p3(r),"renderPolarAxis",function(e,t,n){var o=U()(e,"type.axisType"),a=U()(r.state,"".concat(o,"Map")),i=a&&a[e.props["".concat(o,"Id")]];return(0,N.cloneElement)(e,fe(fe({},i),{},{className:o,key:e.key||"".concat(t,"-").concat(n),ticks:cf(i,!0)}))}),ft(p3(r),"renderGrid",function(e){var t=r.state,n=t.xAxisMap,o=t.yAxisMap,a=t.offset,i=K(n),l=eH()(o,function(e){return e$()(e.domain,Number.isFinite)})||K(o),s=e.props||{};return(0,N.cloneElement)(e,{key:e.key||"grid",x:$(s.x)?s.x:a.left,y:$(s.y)?s.y:a.top,width:$(s.width)?s.width:a.width,height:$(s.height)?s.height:a.height,xAxis:i,yAxis:l,verticalCoordinatesGenerator:s.verticalCoordinatesGenerator,horizontalCoordinatesGenerator:s.horizontalCoordinatesGenerator})}),ft(p3(r),"renderPolarGrid",function(e){var t=e.props,n=t.radialLines,o=t.polarAngles,a=t.polarRadius,i=r.state,l=i.radiusAxisMap,s=i.angleAxisMap,c=K(l),u=K(s),d=u.cx,p=u.cy,f=u.innerRadius,m=u.outerRadius;return(0,N.cloneElement)(e,{polarAngles:Array.isArray(o)?o:cf(u,!0).map(function(e){return e.coordinate}),polarRadius:Array.isArray(a)?a:cf(c,!0).map(function(e){return e.coordinate}),cx:d,cy:p,innerRadius:f,outerRadius:m,key:e.key||"polar-grid",radialLines:n})}),ft(p3(r),"renderLegend",function(){var e=r.state.formattedGraphicalItems,t=r.props,n=t.children,o=t.width,a=t.height,i=r.props.margin||{},l=s3({children:n,formattedGraphicalItems:e,legendWidth:o-(i.left||0)-(i.right||0),legendContent:p});if(!l)return null;var s=l.item,c=p1(l,pK);return(0,N.cloneElement)(s,fe(fe({},c),{},{chartWidth:o,chartHeight:a,margin:i,onBBoxUpdate:r.handleLegendBBoxUpdate}))}),ft(p3(r),"renderTooltip",function(){var e,t=eO(r.props.children,nK);if(!t)return null;var n=r.state,o=n.isTooltipActive,a=n.activeCoordinate,i=n.activePayload,l=n.activeLabel,s=n.offset,c=null!==(e=t.props.active)&&void 0!==e?e:o;return(0,N.cloneElement)(t,{viewBox:fe(fe({},s),{},{x:s.left,y:s.top}),active:c,label:l,payload:c?i:[],coordinate:a})}),ft(p3(r),"renderBrush",function(e){var t=r.props,n=t.margin,o=t.data,a=r.state,i=a.offset,l=a.dataStartIndex,s=a.dataEndIndex,c=a.updateId;return(0,N.cloneElement)(e,{key:e.key||"_recharts-brush",onChange:cg(r.handleBrushChange,e.props.onChange),data:o,x:$(e.props.x)?e.props.x:i.left,y:$(e.props.y)?e.props.y:i.top+i.height+i.brushBottom-(n.bottom||0),width:$(e.props.width)?e.props.width:i.width,startIndex:l,endIndex:s,updateId:"brush-".concat(c)})}),ft(p3(r),"renderReferenceElement",function(e,t,n){if(!e)return null;var o=p3(r).clipPathId,a=r.state,i=a.xAxisMap,l=a.yAxisMap,s=a.offset,c=e.props,u=c.xAxisId,d=c.yAxisId;return(0,N.cloneElement)(e,{key:e.key||"".concat(t,"-").concat(n),xAxis:i[u],yAxis:l[d],viewBox:{x:s.left,y:s.top,width:s.width,height:s.height},clipPathId:o})}),ft(p3(r),"renderActivePoints",function(e){var t=e.item,n=e.activePoint,r=e.basePoint,o=e.childIndex,a=e.isRange,l=[],s=t.props.key,c=t.item.props,u=c.activeDot,d=fe(fe({index:o,dataKey:c.dataKey,cx:n.x,cy:n.y,r:4,fill:co(t.item),strokeWidth:2,stroke:"#fff",payload:n.payload,value:n.value,key:"".concat(s,"-activePoint-").concat(o)},eA(u,!1)),ef(u));return l.push(i.renderActiveDot(u,d)),r?l.push(i.renderActiveDot(u,fe(fe({},d),{},{cx:r.x,cy:r.y,key:"".concat(s,"-basePoint-").concat(o)}))):a&&l.push(null),l}),ft(p3(r),"renderGraphicChild",function(e,t,n){var o=r.filterFormatItem(e,t,n);if(!o)return null;var a=r.getTooltipEventType(),i=r.state,l=i.isTooltipActive,s=i.tooltipAxis,c=i.activeTooltipIndex,u=i.activeLabel,d=eO(r.props.children,nK),p=o.props,f=p.points,m=p.isRange,g=p.baseLine,h=o.item.props,b=h.activeDot,v=h.hide,y=h.activeBar,E=h.activeShape,S={};"axis"!==a&&d&&"click"===d.props.trigger?S={onClick:cg(r.handleItemMouseEnter,e.props.onClick)}:"axis"!==a&&(S={onMouseLeave:cg(r.handleItemMouseLeave,e.props.onMouseLeave),onMouseEnter:cg(r.handleItemMouseEnter,e.props.onMouseEnter)});var w=(0,N.cloneElement)(e,fe(fe({},o.props),S));if(!v&&l&&d&&(b||y||E)){if(c>=0){if(s.dataKey&&!s.allowDuplicatedCategory){var x="function"==typeof s.dataKey?function(e){return"function"==typeof s.dataKey?s.dataKey(e.payload):null}:"payload.".concat(s.dataKey.toString());k=J(f,x,u),C=m&&g&&J(g,x,u)}else k=null==f?void 0:f[c],C=m&&g&&g[c];if(E||y){var O=void 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l=this.state.tooltipTicks[i]&&this.state.tooltipTicks[i].value,s=fu(this.state,n,i,l),c=this.state.tooltipTicks[i].coordinate,u=(this.state.offset.top+r)/2,d="horizontal"===o?{x:c,y:u}:{y:c,x:u},p=this.state.formattedGraphicalItems.find(function(e){return"Scatter"===e.item.type.name});p&&(d=fe(fe({},d),p.props.points[i].tooltipPosition),s=p.props.points[i].tooltipPayload);var f={activeTooltipIndex:i,isTooltipActive:!0,activeLabel:l,activePayload:s,activeCoordinate:d};this.setState(f),this.renderCursor(a),this.accessibilityManager.setIndex(i)}}}},{key:"getSnapshotBeforeUpdate",value:function(e,t){if(!this.props.accessibilityLayer)return null;if(this.state.tooltipTicks!==t.tooltipTicks&&this.accessibilityManager.setDetails({coordinateList:this.state.tooltipTicks}),this.props.layout!==e.layout&&this.accessibilityManager.setDetails({layout:this.props.layout}),this.props.margin!==e.margin){var n,r;this.accessibilityManager.setDetails({offset:{left:null!==(n=this.props.margin.left)&&void 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null}},{key:"render",value:function(){var e,t,n=this;if(!ek(this))return null;var r=this.props,o=r.children,a=r.className,i=r.width,l=r.height,s=r.style,c=r.compact,u=r.title,d=r.desc,p=eA(p1(r,pX),!1);if(c)return N.createElement(eY,pJ({},p,{width:i,height:l,title:u,desc:d}),this.renderClipPath(),eR(o,this.renderMap));this.props.accessibilityLayer&&(p.tabIndex=null!==(e=this.props.tabIndex)&&void 0!==e?e:0,p.role=null!==(t=this.props.role)&&void 0!==t?t:"img",p.onKeyDown=function(e){n.accessibilityManager.keyboardEvent(e)},p.onFocus=function(){n.accessibilityManager.focus()});var f=this.parseEventsOfWrapper();return 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t,n=r.state,o=n.isTooltipActive,i=n.activeCoordinate,l=n.activePayload,s=n.offset,c=n.activeTooltipIndex,u=n.tooltipAxisBandSize,d=r.getTooltipEventType(),p=null!==(t=e.props.active)&&void 0!==t?t:o,f=r.props.layout,m=e.key||"_recharts-cursor";return N.createElement(pY,{key:m,activeCoordinate:i,activePayload:l,activeTooltipIndex:c,chartName:a,element:e,isActive:p,layout:f,offset:s,tooltipAxisBandSize:u,tooltipEventType:d})}),ft(p3(r),"renderPolarAxis",function(e,t,n){var o=U()(e,"type.axisType"),a=U()(r.state,"".concat(o,"Map")),i=a&&a[e.props["".concat(o,"Id")]];return(0,N.cloneElement)(e,fe(fe({},i),{},{className:o,key:e.key||"".concat(t,"-").concat(n),ticks:cf(i,!0)}))}),ft(p3(r),"renderGrid",function(e){var t=r.state,n=t.xAxisMap,o=t.yAxisMap,a=t.offset,i=K(n),l=eH()(o,function(e){return 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e=r.state.formattedGraphicalItems,t=r.props,n=t.children,o=t.width,a=t.height,i=r.props.margin||{},l=s3({children:n,formattedGraphicalItems:e,legendWidth:o-(i.left||0)-(i.right||0),legendContent:p});if(!l)return null;var s=l.item,c=p1(l,pK);return(0,N.cloneElement)(s,fe(fe({},c),{},{chartWidth:o,chartHeight:a,margin:i,onBBoxUpdate:r.handleLegendBBoxUpdate}))}),ft(p3(r),"renderTooltip",function(){var e,t=eO(r.props.children,nK);if(!t)return null;var n=r.state,o=n.isTooltipActive,a=n.activeCoordinate,i=n.activePayload,l=n.activeLabel,s=n.offset,c=null!==(e=t.props.active)&&void 0!==e?e:o;return(0,N.cloneElement)(t,{viewBox:fe(fe({},s),{},{x:s.left,y:s.top}),active:c,label:l,payload:c?i:[],coordinate:a})}),ft(p3(r),"renderBrush",function(e){var 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l=this.state.tooltipTicks[i]&&this.state.tooltipTicks[i].value,s=fu(this.state,n,i,l),c=this.state.tooltipTicks[i].coordinate,u=(this.state.offset.top+r)/2,d="horizontal"===o?{x:c,y:u}:{y:c,x:u},p=this.state.formattedGraphicalItems.find(function(e){return"Scatter"===e.item.type.name});p&&(d=fe(fe({},d),p.props.points[i].tooltipPosition),s=p.props.points[i].tooltipPayload);var f={activeTooltipIndex:i,isTooltipActive:!0,activeLabel:l,activePayload:s,activeCoordinate:d};this.setState(f),this.renderCursor(a),this.accessibilityManager.setIndex(i)}}}},{key:"getSnapshotBeforeUpdate",value:function(e,t){if(!this.props.accessibilityLayer)return null;if(this.state.tooltipTicks!==t.tooltipTicks&&this.accessibilityManager.setDetails({coordinateList:this.state.tooltipTicks}),this.props.layout!==e.layout&&this.accessibilityManager.setDetails({layout:this.props.layout}),this.props.margin!==e.margin){var n,r;this.accessibilityManager.setDetails({offset:{left:null!==(n=this.props.margin.left)&&void 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l=this.state,s=l.xAxisMap,c=l.yAxisMap;if("axis"!==this.getTooltipEventType()&&s&&c){var u=K(s).scale,d=K(c).scale,p=u&&u.invert?u.invert(o.chartX):null,f=d&&d.invert?d.invert(o.chartY):null;return fe(fe({},o),{},{xValue:p,yValue:f})}var m=fd(this.state,this.props.data,this.props.layout,i);return m?fe(fe({},o),m):null}},{key:"inRange",value:function(e,t){var n=arguments.length>2&&void 0!==arguments[2]?arguments[2]:1,r=this.props.layout,o=e/n,a=t/n;if("horizontal"===r||"vertical"===r){var i=this.state.offset;return o>=i.left&&o<=i.left+i.width&&a>=i.top&&a<=i.top+i.height?{x:o,y:a}:null}var l=this.state,s=l.angleAxisMap,c=l.radiusAxisMap;return s&&c?c8({x:o,y:a},K(s)):null}},{key:"parseEventsOfWrapper",value:function(){var e=this.props.children,t=this.getTooltipEventType(),n=eO(e,nK),r={};return 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e||(e.content=null),this.messages.push(e),t){if(this._emit("message",e),(tk(e)||tC(e))&&e.content)this._emit("functionCallResult",e.content);else if(tO(e)&&e.function_call)this._emit("functionCall",e.function_call);else if(tO(e)&&e.tool_calls)for(let t of e.tool_calls)"function"===t.type&&this._emit("functionCall",t.function)}}_connected(){this.ended||(tA(this,k,"f").call(this),this._emit("connect"))}get ended(){return tA(this,R,"f")}get errored(){return tA(this,_,"f")}get aborted(){return tA(this,P,"f")}abort(){this.controller.abort()}on(e,t){return(tA(this,N,"f")[e]||(tA(this,N,"f")[e]=[])).push({listener:t}),this}off(e,t){let n=tA(this,N,"f")[e];if(!n)return this;let r=n.findIndex(e=>e.listener===t);return r>=0&&n.splice(r,1),this}once(e,t){return(tA(this,N,"f")[e]||(tA(this,N,"f")[e]=[])).push({listener:t,once:!0}),this}emitted(e){return new Promise((t,n)=>{tT(this,M,!0,"f"),"error"!==e&&this.once("error",n),this.once(e,t)})}async done(){tT(this,M,!0,"f"),await tA(this,T,"f")}async finalChatCompletion(){await this.done();let e=this._chatCompletions[this._chatCompletions.length-1];if(!e)throw new et("stream ended without producing a ChatCompletion");return e}async finalContent(){return await this.done(),tA(this,x,"m",L).call(this)}async finalMessage(){return await this.done(),tA(this,x,"m",D).call(this)}async finalFunctionCall(){return await this.done(),tA(this,x,"m",j).call(this)}async finalFunctionCallResult(){return await this.done(),tA(this,x,"m",F).call(this)}async totalUsage(){return await this.done(),tA(this,x,"m",B).call(this)}allChatCompletions(){return[...this._chatCompletions]}_emit(e){for(var t=arguments.length,n=Array(t>1?t-1:0),r=1;r<t;r++)n[r-1]=arguments[r];if(tA(this,R,"f"))return;"end"===e&&(tT(this,R,!0,"f"),tA(this,A,"f").call(this));let o=tA(this,N,"f")[e];if(o&&(tA(this,N,"f")[e]=o.filter(e=>!e.once),o.forEach(e=>{let{listener:t}=e;return t(...n)})),"abort"===e){let e=n[0];tA(this,M,"f")||(null==o?void 0:o.length)||Promise.reject(e),tA(this,C,"f").call(this,e),tA(this,I,"f").call(this,e),this._emit("end");return}if("error"===e){let e=n[0];tA(this,M,"f")||(null==o?void 0:o.length)||Promise.reject(e),tA(this,C,"f").call(this,e),tA(this,I,"f").call(this,e),this._emit("end")}}_emitFinal(){let e=this._chatCompletions[this._chatCompletions.length-1];e&&this._emit("finalChatCompletion",e);let t=tA(this,x,"m",D).call(this);t&&this._emit("finalMessage",t);let n=tA(this,x,"m",L).call(this);n&&this._emit("finalContent",n);let r=tA(this,x,"m",j).call(this);r&&this._emit("finalFunctionCall",r);let o=tA(this,x,"m",F).call(this);null!=o&&this._emit("finalFunctionCallResult",o),this._chatCompletions.some(e=>e.usage)&&this._emit("totalUsage",tA(this,x,"m",B).call(this))}async _createChatCompletion(e,t,n){let r=null==n?void 0:n.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),tA(this,x,"m",Z).call(this,t);let o=await e.create({...t,stream:!1},{...n,signal:this.controller.signal});return this._connected(),this._addChatCompletion(o)}async _runChatCompletion(e,t,n){for(let e of t.messages)this._addMessage(e,!1);return await this._createChatCompletion(e,t,n)}async _runFunctions(e,t,n){let r="function",{function_call:o="auto",stream:a,...i}=t,l="string"!=typeof o&&(null==o?void 0:o.name),{maxChatCompletions:s=10}=n||{},c={};for(let e of t.functions)c[e.name||e.function.name]=e;let u=t.functions.map(e=>({name:e.name||e.function.name,parameters:e.parameters,description:e.description}));for(let e of t.messages)this._addMessage(e,!1);for(let t=0;t<s;++t){var d;let t;let a=null===(d=(await this._createChatCompletion(e,{...i,function_call:o,functions:u,messages:[...this.messages]},n)).choices[0])||void 0===d?void 0:d.message;if(!a)throw new et("missing message in ChatCompletion response");if(!a.function_call)return;let{name:s,arguments:p}=a.function_call,f=c[s];if(f){if(l&&l!==s){let e="Invalid function_call: 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Please try again");this._addMessage({role:r,name:s,content:e});continue}try{t=tx(f)?await f.parse(p):p}catch(e){this._addMessage({role:r,name:s,content:e instanceof Error?e.message:String(e)});continue}let m=await f.function(t,this),g=tA(this,x,"m",z).call(this,m);if(this._addMessage({role:r,name:s,content:g}),l)return}}async _runTools(e,t,n){var r,o;let a="tool",{tool_choice:i="auto",stream:l,...s}=t,c="string"!=typeof i&&(null==i?void 0:null===(r=i.function)||void 0===r?void 0:r.name),{maxChatCompletions:u=10}=n||{},d={};for(let e of t.tools)"function"===e.type&&(d[e.function.name||e.function.function.name]=e.function);let p="tools"in t?t.tools.map(e=>"function"===e.type?{type:"function",function:{name:e.function.name||e.function.function.name,parameters:e.function.parameters,description:e.function.description}}:e):void 0;for(let e of t.messages)this._addMessage(e,!1);for(let t=0;t<u;++t){let t=null===(o=(await this._createChatCompletion(e,{...s,tool_choice:i,tools:p,messages:[...this.messages]},n)).choices[0])||void 0===o?void 0:o.message;if(!t)throw new et("missing message in ChatCompletion response");if(!t.tool_calls)break;for(let e of t.tool_calls){let t;if("function"!==e.type)continue;let n=e.id,{name:r,arguments:o}=e.function,i=d[r];if(i){if(c&&c!==r){let e="Invalid tool_call: ".concat(JSON.stringify(r),". ").concat(JSON.stringify(c)," requested. Please try again");this._addMessage({role:a,tool_call_id:n,content:e});continue}}else{let e="Invalid tool_call: ".concat(JSON.stringify(r),". Available options are: ").concat(p.map(e=>JSON.stringify(e.function.name)).join(", "),". Please try again");this._addMessage({role:a,tool_call_id:n,content:e});continue}try{t=tx(i)?await i.parse(o):o}catch(t){let e=t instanceof Error?t.message:String(t);this._addMessage({role:a,tool_call_id:n,content:e});continue}let l=await i.function(t,this),s=tA(this,x,"m",z).call(this,l);if(this._addMessage({role:a,tool_call_id:n,content:s}),c)return}}}constructor(){x.add(this),this.controller=new AbortController,O.set(this,void 0),k.set(this,()=>{}),C.set(this,()=>{}),T.set(this,void 0),A.set(this,()=>{}),I.set(this,()=>{}),N.set(this,{}),this._chatCompletions=[],this.messages=[],R.set(this,!1),_.set(this,!1),P.set(this,!1),M.set(this,!1),U.set(this,e=>{if(tT(this,_,!0,"f"),e instanceof Error&&"AbortError"===e.name&&(e=new er),e instanceof er)return tT(this,P,!0,"f"),this._emit("abort",e);if(e instanceof et)return this._emit("error",e);if(e instanceof Error){let t=new et(e.message);return t.cause=e,this._emit("error",t)}return this._emit("error",new et(String(e)))}),tT(this,O,new Promise((e,t)=>{tT(this,k,e,"f"),tT(this,C,t,"f")}),"f"),tT(this,T,new Promise((e,t)=>{tT(this,A,e,"f"),tT(this,I,t,"f")}),"f"),tA(this,O,"f").catch(()=>{}),tA(this,T,"f").catch(()=>{})}}O=new WeakMap,k=new WeakMap,C=new WeakMap,T=new WeakMap,A=new WeakMap,I=new WeakMap,N=new WeakMap,R=new WeakMap,_=new WeakMap,P=new WeakMap,M=new WeakMap,U=new WeakMap,x=new WeakSet,L=function(){var e;return null!==(e=tA(this,x,"m",D).call(this).content)&&void 0!==e?e:null},D=function(){let e=this.messages.length;for(;e-- >0;){let n=this.messages[e];if(tO(n)){var t;return{...n,content:null!==(t=n.content)&&void 0!==t?t:null}}}throw new et("stream ended without producing a ChatCompletionMessage with role=assistant")},j=function(){for(let n=this.messages.length-1;n>=0;n--){var e,t;let r=this.messages[n];if(tO(r)&&(null==r?void 0:r.function_call))return r.function_call;if(tO(r)&&(null==r?void 0:null===(e=r.tool_calls)||void 0===e?void 0:e.length))return null===(t=r.tool_calls.at(-1))||void 0===t?void 0:t.function}},F=function(){for(let e=this.messages.length-1;e>=0;e--){let t=this.messages[e];if(tk(t)&&null!=t.content||tC(t)&&null!=t.content&&this.messages.some(e=>{var n;return"assistant"===e.role&&(null===(n=e.tool_calls)||void 0===n?void 0:n.some(e=>"function"===e.type&&e.id===t.tool_call_id))}))return t.content}},B=function(){let e={completion_tokens:0,prompt_tokens:0,total_tokens:0};for(let{usage:t}of this._chatCompletions)t&&(e.completion_tokens+=t.completion_tokens,e.prompt_tokens+=t.prompt_tokens,e.total_tokens+=t.total_tokens);return e},Z=function(e){if(null!=e.n&&e.n>1)throw new et("ChatCompletion convenience helpers only support n=1 at this time. To use n>1, please use chat.completions.create() directly.")},z=function(e){return"string"==typeof e?e:void 0===e?"undefined":JSON.stringify(e)};class tN extends tI{static runFunctions(e,t,n){let r=new tN,o={...n,headers:{...null==n?void 0:n.headers,"X-Stainless-Helper-Method":"runFunctions"}};return r._run(()=>r._runFunctions(e,t,o)),r}static runTools(e,t,n){let r=new tN,o={...n,headers:{...null==n?void 0:n.headers,"X-Stainless-Helper-Method":"runTools"}};return r._run(()=>r._runTools(e,t,o)),r}_addMessage(e){super._addMessage(e),tO(e)&&e.content&&this._emit("content",e.content)}}var tR=function(e,t,n,r){if("a"===n&&!r)throw TypeError("Private accessor was defined without a getter");if("function"==typeof t?e!==t||!r:!t.has(e))throw TypeError("Cannot read private member from an object whose class did not declare it");return"m"===n?r:"a"===n?r.call(e):r?r.value:t.get(e)},t_=function(e,t,n,r,o){if("m"===r)throw TypeError("Private method is not writable");if("a"===r&&!o)throw 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0:o.length)||Promise.reject(e),tA(this,C,"f").call(this,e),tA(this,I,"f").call(this,e),this._emit("end");return}if("error"===e){let e=n[0];tA(this,M,"f")||(null==o?void 0:o.length)||Promise.reject(e),tA(this,C,"f").call(this,e),tA(this,I,"f").call(this,e),this._emit("end")}}_emitFinal(){let e=this._chatCompletions[this._chatCompletions.length-1];e&&this._emit("finalChatCompletion",e);let t=tA(this,x,"m",D).call(this);t&&this._emit("finalMessage",t);let n=tA(this,x,"m",L).call(this);n&&this._emit("finalContent",n);let r=tA(this,x,"m",j).call(this);r&&this._emit("finalFunctionCall",r);let o=tA(this,x,"m",F).call(this);null!=o&&this._emit("finalFunctionCallResult",o),this._chatCompletions.some(e=>e.usage)&&this._emit("totalUsage",tA(this,x,"m",B).call(this))}async _createChatCompletion(e,t,n){let r=null==n?void 0:n.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),tA(this,x,"m",Z).call(this,t);let o=await e.create({...t,stream:!1},{...n,signal:this.controller.signal});return this._connected(),this._addChatCompletion(o)}async _runChatCompletion(e,t,n){for(let e of t.messages)this._addMessage(e,!1);return await this._createChatCompletion(e,t,n)}async _runFunctions(e,t,n){let r="function",{function_call:o="auto",stream:a,...i}=t,l="string"!=typeof o&&(null==o?void 0:o.name),{maxChatCompletions:s=10}=n||{},c={};for(let e of t.functions)c[e.name||e.function.name]=e;let u=t.functions.map(e=>({name:e.name||e.function.name,parameters:e.parameters,description:e.description}));for(let e of t.messages)this._addMessage(e,!1);for(let t=0;t<s;++t){var d;let t;let a=null===(d=(await this._createChatCompletion(e,{...i,function_call:o,functions:u,messages:[...this.messages]},n)).choices[0])||void 0===d?void 0:d.message;if(!a)throw new et("missing message in ChatCompletion response");if(!a.function_call)return;let{name:s,arguments:p}=a.function_call,f=c[s];if(f){if(l&&l!==s){let e="Invalid function_call: ".concat(JSON.stringify(s),". ").concat(JSON.stringify(l)," requested. Please try again");this._addMessage({role:r,name:s,content:e});continue}}else{let e="Invalid function_call: ".concat(JSON.stringify(s),". Available options are: ").concat(u.map(e=>JSON.stringify(e.name)).join(", "),". Please try again");this._addMessage({role:r,name:s,content:e});continue}try{t=tx(f)?await f.parse(p):p}catch(e){this._addMessage({role:r,name:s,content:e instanceof Error?e.message:String(e)});continue}let m=await f.function(t,this),g=tA(this,x,"m",z).call(this,m);if(this._addMessage({role:r,name:s,content:g}),l)return}}async _runTools(e,t,n){var r,o;let a="tool",{tool_choice:i="auto",stream:l,...s}=t,c="string"!=typeof i&&(null==i?void 0:null===(r=i.function)||void 0===r?void 0:r.name),{maxChatCompletions:u=10}=n||{},d={};for(let e of t.tools)"function"===e.type&&(d[e.function.name||e.function.function.name]=e.function);let p="tools"in t?t.tools.map(e=>"function"===e.type?{type:"function",function:{name:e.function.name||e.function.function.name,parameters:e.function.parameters,description:e.function.description}}:e):void 0;for(let e of t.messages)this._addMessage(e,!1);for(let t=0;t<u;++t){let t=null===(o=(await this._createChatCompletion(e,{...s,tool_choice:i,tools:p,messages:[...this.messages]},n)).choices[0])||void 0===o?void 0:o.message;if(!t)throw new et("missing message in ChatCompletion response");if(!t.tool_calls)break;for(let e of t.tool_calls){let t;if("function"!==e.type)continue;let n=e.id,{name:r,arguments:o}=e.function,i=d[r];if(i){if(c&&c!==r){let e="Invalid tool_call: ".concat(JSON.stringify(r),". ").concat(JSON.stringify(c)," requested. Please try again");this._addMessage({role:a,tool_call_id:n,content:e});continue}}else{let e="Invalid tool_call: ".concat(JSON.stringify(r),". Available options are: ").concat(p.map(e=>JSON.stringify(e.function.name)).join(", "),". Please try again");this._addMessage({role:a,tool_call_id:n,content:e});continue}try{t=tx(i)?await i.parse(o):o}catch(t){let e=t instanceof Error?t.message:String(t);this._addMessage({role:a,tool_call_id:n,content:e});continue}let l=await i.function(t,this),s=tA(this,x,"m",z).call(this,l);if(this._addMessage({role:a,tool_call_id:n,content:s}),c)return}}}constructor(){x.add(this),this.controller=new AbortController,O.set(this,void 0),k.set(this,()=>{}),C.set(this,()=>{}),T.set(this,void 0),A.set(this,()=>{}),I.set(this,()=>{}),N.set(this,{}),this._chatCompletions=[],this.messages=[],R.set(this,!1),_.set(this,!1),P.set(this,!1),M.set(this,!1),U.set(this,e=>{if(tT(this,_,!0,"f"),e instanceof Error&&"AbortError"===e.name&&(e=new er),e instanceof er)return tT(this,P,!0,"f"),this._emit("abort",e);if(e instanceof et)return this._emit("error",e);if(e instanceof Error){let t=new et(e.message);return t.cause=e,this._emit("error",t)}return this._emit("error",new et(String(e)))}),tT(this,O,new Promise((e,t)=>{tT(this,k,e,"f"),tT(this,C,t,"f")}),"f"),tT(this,T,new Promise((e,t)=>{tT(this,A,e,"f"),tT(this,I,t,"f")}),"f"),tA(this,O,"f").catch(()=>{}),tA(this,T,"f").catch(()=>{})}}O=new WeakMap,k=new WeakMap,C=new WeakMap,T=new WeakMap,A=new WeakMap,I=new WeakMap,N=new WeakMap,R=new WeakMap,_=new WeakMap,P=new WeakMap,M=new WeakMap,U=new WeakMap,x=new WeakSet,L=function(){var e;return null!==(e=tA(this,x,"m",D).call(this).content)&&void 0!==e?e:null},D=function(){let e=this.messages.length;for(;e-- >0;){let n=this.messages[e];if(tO(n)){var t;return{...n,content:null!==(t=n.content)&&void 0!==t?t:null}}}throw new et("stream ended without producing a ChatCompletionMessage with role=assistant")},j=function(){for(let n=this.messages.length-1;n>=0;n--){var e,t;let r=this.messages[n];if(tO(r)&&(null==r?void 0:r.function_call))return r.function_call;if(tO(r)&&(null==r?void 0:null===(e=r.tool_calls)||void 0===e?void 0:e.length))return null===(t=r.tool_calls.at(-1))||void 0===t?void 0:t.function}},F=function(){for(let e=this.messages.length-1;e>=0;e--){let t=this.messages[e];if(tk(t)&&null!=t.content||tC(t)&&null!=t.content&&this.messages.some(e=>{var n;return"assistant"===e.role&&(null===(n=e.tool_calls)||void 0===n?void 0:n.some(e=>"function"===e.type&&e.id===t.tool_call_id))}))return t.content}},B=function(){let e={completion_tokens:0,prompt_tokens:0,total_tokens:0};for(let{usage:t}of this._chatCompletions)t&&(e.completion_tokens+=t.completion_tokens,e.prompt_tokens+=t.prompt_tokens,e.total_tokens+=t.total_tokens);return e},Z=function(e){if(null!=e.n&&e.n>1)throw new et("ChatCompletion convenience helpers only support n=1 at this time. To use n>1, please use chat.completions.create() directly.")},z=function(e){return"string"==typeof e?e:void 0===e?"undefined":JSON.stringify(e)};class tN extends tI{static runFunctions(e,t,n){let r=new tN,o={...n,headers:{...null==n?void 0:n.headers,"X-Stainless-Helper-Method":"runFunctions"}};return r._run(()=>r._runFunctions(e,t,o)),r}static runTools(e,t,n){let r=new tN,o={...n,headers:{...null==n?void 0:n.headers,"X-Stainless-Helper-Method":"runTools"}};return r._run(()=>r._runTools(e,t,o)),r}_addMessage(e){super._addMessage(e),tO(e)&&e.content&&this._emit("content",e.content)}}var tR=function(e,t,n,r){if("a"===n&&!r)throw TypeError("Private accessor was defined without a getter");if("function"==typeof t?e!==t||!r:!t.has(e))throw TypeError("Cannot read private member from an object whose class did not declare it");return"m"===n?r:"a"===n?r.call(e):r?r.value:t.get(e)},t_=function(e,t,n,r,o){if("m"===r)throw TypeError("Private method is not writable");if("a"===r&&!o)throw TypeError("Private accessor was defined without a setter");if("function"==typeof t?e!==t||!o:!t.has(e))throw TypeError("Cannot write private member to an object whose class did not declare it");return"a"===r?o.call(e,n):o?o.value=n:t.set(e,n),n};class tP extends tI{get currentChatCompletionSnapshot(){return tR(this,G,"f")}static fromReadableStream(e){let t=new tP;return t._run(()=>t._fromReadableStream(e)),t}static createChatCompletion(e,t,n){let r=new tP;return r._run(()=>r._runChatCompletion(e,{...t,stream:!0},{...n,headers:{...null==n?void 0:n.headers,"X-Stainless-Helper-Method":"stream"}})),r}async _createChatCompletion(e,t,n){var r;let o=null==n?void 0:n.signal;o&&(o.aborted&&this.controller.abort(),o.addEventListener("abort",()=>this.controller.abort())),tR(this,H,"m",$).call(this);let a=await e.create({...t,stream:!0},{...n,signal:this.controller.signal});for await(let e of(this._connected(),a))tR(this,H,"m",W).call(this,e);if(null===(r=a.controller.signal)||void 0===r?void 0:r.aborted)throw new er;return this._addChatCompletion(tR(this,H,"m",V).call(this))}async _fromReadableStream(e,t){var n;let r;let o=null==t?void 0:t.signal;o&&(o.aborted&&this.controller.abort(),o.addEventListener("abort",()=>this.controller.abort())),tR(this,H,"m",$).call(this),this._connected();let a=eg.fromReadableStream(e,this.controller);for await(let e of a)r&&r!==e.id&&this._addChatCompletion(tR(this,H,"m",V).call(this)),tR(this,H,"m",W).call(this,e),r=e.id;if(null===(n=a.controller.signal)||void 0===n?void 0:n.aborted)throw new er;return this._addChatCompletion(tR(this,H,"m",V).call(this))}[(G=new WeakMap,H=new WeakSet,$=function(){this.ended||t_(this,G,void 0,"f")},W=function(e){var t,n,r;if(this.ended)return;let o=tR(this,H,"m",q).call(this,e);this._emit("chunk",e,o);let a=null===(n=e.choices[0])||void 0===n?void 0:null===(t=n.delta)||void 0===t?void 0:t.content,i=null===(r=o.choices[0])||void 0===r?void 0:r.message;null!=a&&(null==i?void 0:i.role)==="assistant"&&(null==i?void 0:i.content)&&this._emit("content",a,i.content)},V=function(){if(this.ended)throw new et("stream has ended, this shouldn't happen");let e=tR(this,G,"f");if(!e)throw new et("request ended without sending any chunks");return t_(this,G,void 0,"f"),function(e){let{id:t,choices:n,created:r,model:o,system_fingerprint:a,...i}=e;return{...i,id:t,choices:n.map(t=>{let{message:n,finish_reason:r,index:o,logprobs:a,...i}=t;if(!r)throw new et("missing finish_reason for choice ".concat(o));let{content:l=null,function_call:s,tool_calls:c,...u}=n,d=n.role;if(!d)throw new et("missing role for choice ".concat(o));if(s){let{arguments:e,name:t}=s;if(null==e)throw new et("missing function_call.arguments for choice ".concat(o));if(!t)throw new et("missing function_call.name for choice ".concat(o));return{...i,message:{content:l,function_call:{arguments:e,name:t},role:d},finish_reason:r,index:o,logprobs:a}}return c?{...i,index:o,finish_reason:r,logprobs:a,message:{...u,role:d,content:l,tool_calls:c.map((t,n)=>{let{function:r,type:a,id:i,...l}=t,{arguments:s,name:c,...u}=r||{};if(null==i)throw new et("missing choices[".concat(o,"].tool_calls[").concat(n,"].id\n").concat(tM(e)));if(null==a)throw new et("missing choices[".concat(o,"].tool_calls[").concat(n,"].type\n").concat(tM(e)));if(null==c)throw new et("missing choices[".concat(o,"].tool_calls[").concat(n,"].function.name\n").concat(tM(e)));if(null==s)throw new et("missing choices[".concat(o,"].tool_calls[").concat(n,"].function.arguments\n").concat(tM(e)));return{...l,id:i,type:a,function:{...u,name:c,arguments:s}}})}}:{...i,message:{...u,content:l,role:d},finish_reason:r,index:o,logprobs:a}}),created:r,model:o,object:"chat.completion",...a?{system_fingerprint:a}:{}}}(e)},q=function(e){var t,n,r,o,a,i,l;let s=tR(this,G,"f"),{choices:c,...u}=e;for(let{delta:c,finish_reason:d,index:p,logprobs:f=null,...m}of(s?Object.assign(s,u):s=t_(this,G,{...u,choices:[]},"f"),e.choices)){let e=s.choices[p];if(e||(e=s.choices[p]={finish_reason:d,index:p,message:{},logprobs:f,...m}),f){if(e.logprobs){let{content:n,...r}=f;Object.assign(e.logprobs,r),n&&(null!==(o=(t=e.logprobs).content)&&void 0!==o||(t.content=[]),e.logprobs.content.push(...n))}else e.logprobs=Object.assign({},f)}if(d&&(e.finish_reason=d),Object.assign(e,m),!c)continue;let{content:u,function_call:g,role:h,tool_calls:b,...v}=c;if(Object.assign(e.message,v),u&&(e.message.content=(e.message.content||"")+u),h&&(e.message.role=h),g&&(e.message.function_call?(g.name&&(e.message.function_call.name=g.name),g.arguments&&(null!==(a=(n=e.message.function_call).arguments)&&void 0!==a||(n.arguments=""),e.message.function_call.arguments+=g.arguments)):e.message.function_call=g),b)for(let{index:t,id:n,type:o,function:a,...s}of(e.message.tool_calls||(e.message.tool_calls=[]),b)){let c=null!==(i=(r=e.message.tool_calls)[t])&&void 0!==i?i:r[t]={};Object.assign(c,s),n&&(c.id=n),o&&(c.type=o),a&&(null!==(l=c.function)&&void 0!==l||(c.function={arguments:""})),(null==a?void 0:a.name)&&(c.function.name=a.name),(null==a?void 0:a.arguments)&&(c.function.arguments+=a.arguments)}}return s},Symbol.asyncIterator)](){let e=[],t=[],n=!1;return this.on("chunk",n=>{let r=t.shift();r?r(n):e.push(n)}),this.on("end",()=>{for(let e of(n=!0,t))e(void 0);t.length=0}),{next:async()=>e.length?{value:e.shift(),done:!1}:n?{value:void 0,done:!0}:new Promise(e=>t.push(e)).then(e=>e?{value:e,done:!1}:{value:void 0,done:!0})}}toReadableStream(){return new eg(this[Symbol.asyncIterator].bind(this),this.controller).toReadableStream()}constructor(){super(...arguments),H.add(this),G.set(this,void 0)}}function tM(e){return JSON.stringify(e)}class tL extends tP{static fromReadableStream(e){let t=new tL;return t._run(()=>t._fromReadableStream(e)),t}static runFunctions(e,t,n){let r=new tL,o={...n,headers:{...null==n?void 0:n.headers,"X-Stainless-Helper-Method":"runFunctions"}};return r._run(()=>r._runFunctions(e,t,o)),r}static runTools(e,t,n){let r=new tL,o={...n,headers:{...null==n?void 0:n.headers,"X-Stainless-Helper-Method":"runTools"}};return r._run(()=>r._runTools(e,t,o)),r}}class tD extends te{runFunctions(e,t){return e.stream?tL.runFunctions(this._client.chat.completions,e,t):tN.runFunctions(this._client.chat.completions,e,t)}runTools(e,t){return e.stream?tL.runTools(this._client.chat.completions,e,t):tN.runTools(this._client.chat.completions,e,t)}stream(e,t){return tP.createChatCompletion(this._client.chat.completions,e,t)}}class tj extends te{constructor(){super(...arguments),this.completions=new tD(this._client)}}(tj||(tj={})).Completions=tD;class tF extends te{retrieve(e,t,n,r){return this._client.get("/threads/".concat(e,"/messages/").concat(t,"/files/").concat(n),{...r,headers:{"OpenAI-Beta":"assistants=v1",...null==r?void 0:r.headers}})}list(e,t){let n=arguments.length>2&&void 0!==arguments[2]?arguments[2]:{},r=arguments.length>3?arguments[3]:void 0;return eG(n)?this.list(e,t,{},n):this._client.getAPIList("/threads/".concat(e,"/messages/").concat(t,"/files"),tB,{query:n,...r,headers:{"OpenAI-Beta":"assistants=v1",...null==r?void 0:r.headers}})}}class tB extends e7{}(tF||(tF={})).MessageFilesPage=tB;class tU extends te{create(e,t,n){return this._client.post("/threads/".concat(e,"/messages"),{body:t,...n,headers:{"OpenAI-Beta":"assistants=v1",...null==n?void 0:n.headers}})}retrieve(e,t,n){return this._client.get("/threads/".concat(e,"/messages/").concat(t),{...n,headers:{"OpenAI-Beta":"assistants=v1",...null==n?void 0:n.headers}})}update(e,t,n,r){return this._client.post("/threads/".concat(e,"/messages/").concat(t),{body:n,...r,headers:{"OpenAI-Beta":"assistants=v1",...null==r?void 0:r.headers}})}list(e){let t=arguments.length>1&&void 0!==arguments[1]?arguments[1]:{},n=arguments.length>2?arguments[2]:void 0;return eG(t)?this.list(e,{},t):this._client.getAPIList("/threads/".concat(e,"/messages"),tZ,{query:t,...n,headers:{"OpenAI-Beta":"assistants=v1",...null==n?void 0:n.headers}})}constructor(){super(...arguments),this.files=new tF(this._client)}}class tZ extends e7{}(b=tU||(tU={})).ThreadMessagesPage=tZ,b.Files=tF,b.MessageFilesPage=tB;class tz extends te{retrieve(e,t,n,r){return this._client.get("/threads/".concat(e,"/runs/").concat(t,"/steps/").concat(n),{...r,headers:{"OpenAI-Beta":"assistants=v1",...null==r?void 0:r.headers}})}list(e,t){let n=arguments.length>2&&void 0!==arguments[2]?arguments[2]:{},r=arguments.length>3?arguments[3]:void 0;return 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diff --git a/litellm/proxy/_experimental/out/_next/static/css/11cfce8bfdf6e8f1.css b/litellm/proxy/_experimental/out/_next/static/css/11cfce8bfdf6e8f1.css
deleted file mode 100644
index 793107ce4c3..00000000000
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\ No newline at end of file
diff --git a/litellm/proxy/_experimental/out/_next/static/css/dc347b0d22ffde5d.css b/litellm/proxy/_experimental/out/_next/static/css/dc347b0d22ffde5d.css
new file mode 100644
index 00000000000..b79467d6a43
--- /dev/null
+++ b/litellm/proxy/_experimental/out/_next/static/css/dc347b0d22ffde5d.css
@@ -0,0 +1,5 @@
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diff --git a/litellm/proxy/_experimental/out/index.html b/litellm/proxy/_experimental/out/index.html
index 36d7a0201cb..93b1ab8ebf3 100644
--- a/litellm/proxy/_experimental/out/index.html
+++ b/litellm/proxy/_experimental/out/index.html
@@ -1 +1 @@
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+<!DOCTYPE html><html id="__next_error__"><head><meta charSet="utf-8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="preload" as="script" fetchPriority="low" href="/ui/_next/static/chunks/webpack-75b5d58291566cf9.js" crossorigin=""/><script src="/ui/_next/static/chunks/fd9d1056-dafd44dfa2da140c.js" async="" crossorigin=""></script><script src="/ui/_next/static/chunks/69-e49705773ae41779.js" async="" crossorigin=""></script><script src="/ui/_next/static/chunks/main-app-9b4fb13a7db53edf.js" async="" crossorigin=""></script><title>LiteLLM Dashboard</title><meta name="description" content="LiteLLM Proxy Admin UI"/><link rel="icon" href="/ui/favicon.ico" type="image/x-icon" sizes="16x16"/><meta name="next-size-adjust"/><script src="/ui/_next/static/chunks/polyfills-c67a75d1b6f99dc8.js" crossorigin="" noModule=""></script></head><body><script src="/ui/_next/static/chunks/webpack-75b5d58291566cf9.js" crossorigin="" async=""></script><script>(self.__next_f=self.__next_f||[]).push([0]);self.__next_f.push([2,null])</script><script>self.__next_f.push([1,"1:HL[\"/ui/_next/static/media/c9a5bc6a7c948fb0-s.p.woff2\",\"font\",{\"crossOrigin\":\"\",\"type\":\"font/woff2\"}]\n2:HL[\"/ui/_next/static/css/dc347b0d22ffde5d.css\",\"style\",{\"crossOrigin\":\"\"}]\n0:\"$L3\"\n"])</script><script>self.__next_f.push([1,"4:I[47690,[],\"\"]\n6:I[77831,[],\"\"]\n7:I[16586,[\"968\",\"static/chunks/968-0cc23fee51b47e4e.js\",\"931\",\"static/chunks/app/page-93ac11fb17dce9d6.js\"],\"\"]\n8:I[5613,[],\"\"]\n9:I[31778,[],\"\"]\nb:I[48955,[],\"\"]\nc:[]\n"])</script><script>self.__next_f.push([1,"3:[[[\"$\",\"link\",\"0\",{\"rel\":\"stylesheet\",\"href\":\"/ui/_next/static/css/dc347b0d22ffde5d.css\",\"precedence\":\"next\",\"crossOrigin\":\"\"}]],[\"$\",\"$L4\",null,{\"buildId\":\"Oe7aA-U7OV9Y13gspREJQ\",\"assetPrefix\":\"/ui\",\"initialCanonicalUrl\":\"/\",\"initialTree\":[\"\",{\"children\":[\"__PAGE__\",{}]},\"$undefined\",\"$undefined\",true],\"initialSeedData\":[\"\",{\"children\":[\"__PAGE__\",{},[\"$L5\",[\"$\",\"$L6\",null,{\"propsForComponent\":{\"params\":{}},\"Component\":\"$7\",\"isStaticGeneration\":true}],null]]},[null,[\"$\",\"html\",null,{\"lang\":\"en\",\"children\":[\"$\",\"body\",null,{\"className\":\"__className_c23dc8\",\"children\":[\"$\",\"$L8\",null,{\"parallelRouterKey\":\"children\",\"segmentPath\":[\"children\"],\"loading\":\"$undefined\",\"loadingStyles\":\"$undefined\",\"loadingScripts\":\"$undefined\",\"hasLoading\":false,\"error\":\"$undefined\",\"errorStyles\":\"$undefined\",\"errorScripts\":\"$undefined\",\"template\":[\"$\",\"$L9\",null,{}],\"templateStyles\":\"$undefined\",\"templateScripts\":\"$undefined\",\"notFound\":[[\"$\",\"title\",null,{\"children\":\"404: This page could not be found.\"}],[\"$\",\"div\",null,{\"style\":{\"fontFamily\":\"system-ui,\\\"Segoe UI\\\",Roboto,Helvetica,Arial,sans-serif,\\\"Apple Color Emoji\\\",\\\"Segoe UI Emoji\\\"\",\"height\":\"100vh\",\"textAlign\":\"center\",\"display\":\"flex\",\"flexDirection\":\"column\",\"alignItems\":\"center\",\"justifyContent\":\"center\"},\"children\":[\"$\",\"div\",null,{\"children\":[[\"$\",\"style\",null,{\"dangerouslySetInnerHTML\":{\"__html\":\"body{color:#000;background:#fff;margin:0}.next-error-h1{border-right:1px solid rgba(0,0,0,.3)}@media (prefers-color-scheme:dark){body{color:#fff;background:#000}.next-error-h1{border-right:1px solid rgba(255,255,255,.3)}}\"}}],[\"$\",\"h1\",null,{\"className\":\"next-error-h1\",\"style\":{\"display\":\"inline-block\",\"margin\":\"0 20px 0 0\",\"padding\":\"0 23px 0 0\",\"fontSize\":24,\"fontWeight\":500,\"verticalAlign\":\"top\",\"lineHeight\":\"49px\"},\"children\":\"404\"}],[\"$\",\"div\",null,{\"style\":{\"display\":\"inline-block\"},\"children\":[\"$\",\"h2\",null,{\"style\":{\"fontSize\":14,\"fontWeight\":400,\"lineHeight\":\"49px\",\"margin\":0},\"children\":\"This page could not be found.\"}]}]]}]}]],\"notFoundStyles\":[],\"styles\":null}]}]}],null]],\"initialHead\":[false,\"$La\"],\"globalErrorComponent\":\"$b\",\"missingSlots\":\"$Wc\"}]]\n"])</script><script>self.__next_f.push([1,"a:[[\"$\",\"meta\",\"0\",{\"name\":\"viewport\",\"content\":\"width=device-width, initial-scale=1\"}],[\"$\",\"meta\",\"1\",{\"charSet\":\"utf-8\"}],[\"$\",\"title\",\"2\",{\"children\":\"LiteLLM Dashboard\"}],[\"$\",\"meta\",\"3\",{\"name\":\"description\",\"content\":\"LiteLLM Proxy Admin UI\"}],[\"$\",\"link\",\"4\",{\"rel\":\"icon\",\"href\":\"/ui/favicon.ico\",\"type\":\"image/x-icon\",\"sizes\":\"16x16\"}],[\"$\",\"meta\",\"5\",{\"name\":\"next-size-adjust\"}]]\n5:null\n"])</script><script>self.__next_f.push([1,""])</script></body></html>
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diff --git a/litellm/proxy/_experimental/out/index.txt b/litellm/proxy/_experimental/out/index.txt
index 342a6738a6a..8a4a6fb5b53 100644
--- a/litellm/proxy/_experimental/out/index.txt
+++ b/litellm/proxy/_experimental/out/index.txt
@@ -1,7 +1,7 @@
 2:I[77831,[],""]
-3:I[44488,["289","static/chunks/289-04be6cb9636840d2.js","931","static/chunks/app/page-3dcbe3938de7e459.js"],""]
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 4:I[5613,[],""]
 5:I[31778,[],""]
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 6:[["$","meta","0",{"name":"viewport","content":"width=device-width, initial-scale=1"}],["$","meta","1",{"charSet":"utf-8"}],["$","title","2",{"children":"LiteLLM Dashboard"}],["$","meta","3",{"name":"description","content":"LiteLLM Proxy Admin UI"}],["$","link","4",{"rel":"icon","href":"/ui/favicon.ico","type":"image/x-icon","sizes":"16x16"}],["$","meta","5",{"name":"next-size-adjust"}]]
 1:null
diff --git a/litellm/proxy/_new_secret_config.yaml b/litellm/proxy/_new_secret_config.yaml
index 69a7d840908..ca8b4c53938 100644
--- a/litellm/proxy/_new_secret_config.yaml
+++ b/litellm/proxy/_new_secret_config.yaml
@@ -3,7 +3,8 @@ model_list:
   litellm_params:
     model: openai/my-fake-model
     api_key: my-fake-key
-    api_base: https://openai-function-calling-workers.tasslexyz.workers.dev/
+    # api_base: https://openai-function-calling-workers.tasslexyz.workers.dev/
+    api_base: http://0.0.0.0:8080
     stream_timeout: 0.001
     rpm: 10
 - litellm_params:
@@ -25,16 +26,17 @@ model_list:
 
 litellm_settings:
   success_callback: ["prometheus"]
+  failure_callback: ["prometheus"]
   service_callback: ["prometheus_system"]
   upperbound_key_generate_params: 
     max_budget: os.environ/LITELLM_UPPERBOUND_KEYS_MAX_BUDGET
 
-router_settings:
-  routing_strategy: usage-based-routing-v2 
-  redis_host: os.environ/REDIS_HOST
-  redis_password: os.environ/REDIS_PASSWORD
-  redis_port: os.environ/REDIS_PORT
-  enable_pre_call_checks: True
+# router_settings:
+#   routing_strategy: usage-based-routing-v2 
+#   redis_host: os.environ/REDIS_HOST
+#   redis_password: os.environ/REDIS_PASSWORD
+#   redis_port: os.environ/REDIS_PORT
+#   enable_pre_call_checks: True
 
 general_settings:
   master_key: sk-1234
diff --git a/litellm/proxy/_types.py b/litellm/proxy/_types.py
index 7005f88fc69..6dbeed4753f 100644
--- a/litellm/proxy/_types.py
+++ b/litellm/proxy/_types.py
@@ -51,7 +51,8 @@ class LiteLLM_UpperboundKeyGenerateParams(LiteLLMBase):
 
 
 class LiteLLMRoutes(enum.Enum):
-    openai_routes: List = [  # chat completions
+    openai_routes: List = [
+        # chat completions
         "/openai/deployments/{model}/chat/completions",
         "/chat/completions",
         "/v1/chat/completions",
@@ -77,7 +78,14 @@ class LiteLLMRoutes(enum.Enum):
         "/v1/models",
     ]
 
-    info_routes: List = ["/key/info", "/team/info", "/user/info", "/model/info"]
+    info_routes: List = [
+        "/key/info",
+        "/team/info",
+        "/user/info",
+        "/model/info",
+        "/v2/model/info",
+        "/v2/key/info",
+    ]
 
     management_routes: List = [  # key
         "/key/generate",
@@ -103,6 +111,26 @@ class LiteLLMRoutes(enum.Enum):
         "/model/info",
     ]
 
+    spend_tracking_routes: List = [
+        # spend
+        "/spend/keys",
+        "/spend/users",
+        "/spend/tags",
+        "/spend/calculate",
+        "/spend/logs",
+    ]
+
+    global_spend_tracking_routes: List = [
+        # global spend
+        "/global/spend/logs",
+        "/global/spend",
+        "/global/spend/keys",
+        "/global/spend/teams",
+        "/global/spend/end_users",
+        "/global/spend/models",
+        "/global/predict/spend/logs",
+    ]
+
     public_routes: List = [
         "/routes",
         "/",
@@ -114,6 +142,18 @@ class LiteLLMRoutes(enum.Enum):
     ]
 
 
+# class LiteLLMAllowedRoutes(LiteLLMBase):
+#     """
+#     Defines allowed routes based on key type.
+
+#     Types = ["admin", "team", "user", "unmapped"]
+#     """
+
+#     admin_allowed_routes: List[
+#         Literal["openai_routes", "info_routes", "management_routes", "spend_tracking_routes", "global_spend_tracking_routes"]
+#     ] = ["management_routes"]
+
+
 class LiteLLM_JWTAuth(LiteLLMBase):
     """
     A class to define the roles and permissions for a LiteLLM Proxy w/ JWT Auth.
@@ -657,6 +697,21 @@ class ConfigGeneralSettings(LiteLLMBase):
         None,
         description="List of alerting integrations. Today, just slack - `alerting: ['slack']`",
     )
+    alert_types: Optional[
+        List[
+            Literal[
+                "llm_exceptions",
+                "llm_too_slow",
+                "llm_requests_hanging",
+                "budget_alerts",
+                "db_exceptions",
+            ]
+        ]
+    ] = Field(
+        None,
+        description="List of alerting types. By default it is all alerts",
+    )
+
     alerting_threshold: Optional[int] = Field(
         None,
         description="sends alerts if requests hang for 5min+",
@@ -687,6 +742,10 @@ class ConfigYAML(LiteLLMBase):
         description="litellm Module settings. See __init__.py for all, example litellm.drop_params=True, litellm.set_verbose=True, litellm.api_base, litellm.cache",
     )
     general_settings: Optional[ConfigGeneralSettings] = None
+    router_settings: Optional[dict] = Field(
+        None,
+        description="litellm router object settings. See router.py __init__ for all, example router.num_retries=5, router.timeout=5, router.max_retries=5, router.retry_after=5",
+    )
 
     class Config:
         protected_namespaces = ()
@@ -756,6 +815,10 @@ class UserAPIKeyAuth(
     def check_api_key(cls, values):
         if values.get("api_key") is not None:
             values.update({"token": hash_token(values.get("api_key"))})
+            if isinstance(values.get("api_key"), str) and values.get(
+                "api_key"
+            ).startswith("sk-"):
+                values.update({"api_key": hash_token(values.get("api_key"))})
         return values
 
 
diff --git a/litellm/proxy/auth/auth_checks.py b/litellm/proxy/auth/auth_checks.py
index 96998ee3951..c037190d352 100644
--- a/litellm/proxy/auth/auth_checks.py
+++ b/litellm/proxy/auth/auth_checks.py
@@ -104,6 +104,13 @@ def common_checks(
 
 
 def _allowed_routes_check(user_route: str, allowed_routes: list) -> bool:
+    """
+    Return if a user is allowed to access route. Helper function for `allowed_routes_check`.
+
+    Parameters:
+    - user_route: str - the route the user is trying to call
+    - allowed_routes: List[str|LiteLLMRoutes] - the list of allowed routes for the user.
+    """
     for allowed_route in allowed_routes:
         if (
             allowed_route == LiteLLMRoutes.openai_routes.name
@@ -126,7 +133,7 @@ def _allowed_routes_check(user_route: str, allowed_routes: list) -> bool:
 
 
 def allowed_routes_check(
-    user_role: Literal["proxy_admin", "team"],
+    user_role: Literal["proxy_admin", "team", "user"],
     user_route: str,
     litellm_proxy_roles: LiteLLM_JWTAuth,
 ) -> bool:
diff --git a/litellm/proxy/proxy_config.yaml b/litellm/proxy/proxy_config.yaml
index 778ae703b74..d1bf53a6bf8 100644
--- a/litellm/proxy/proxy_config.yaml
+++ b/litellm/proxy/proxy_config.yaml
@@ -10,17 +10,7 @@ model_list:
       api_key: os.environ/OPENAI_API_KEY
 
 
-litellm_settings:
-  default_team_settings: 
-    - team_id: team-1
-      success_callback: ["langfuse"]
-      langfuse_public_key: os.environ/LANGFUSE_PROJECT1_PUBLIC # Project 1
-      langfuse_secret: os.environ/LANGFUSE_PROJECT1_SECRET # Project 1
-    - team_id: team-2
-      success_callback: ["langfuse"]
-      langfuse_public_key: os.environ/LANGFUSE_PROJECT2_PUBLIC # Project 2
-      langfuse_secret: os.environ/LANGFUSE_PROJECT2_SECRET # Project 2
-
 general_settings:
   store_model_in_db: true
-  master_key: sk-1234
\ No newline at end of file
+  master_key: sk-1234
+  alerting: ["slack"]
\ No newline at end of file
diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py
index cf9414c41d3..c7415dea464 100644
--- a/litellm/proxy/proxy_server.py
+++ b/litellm/proxy/proxy_server.py
@@ -625,6 +625,7 @@ async def user_api_key_auth(
             # 6. If token spend per model is under budget per model
             # 7. If token spend is under team budget
             # 8. If team spend is under team budget
+
             request_data = await _read_request_body(
                 request=request
             )  # request data, used across all checks. Making this easily available
@@ -1009,88 +1010,52 @@ async def user_api_key_auth(
                         db=custom_db_client,
                     )
                 )
-            if (
-                (
-                    route.startswith("/key/")
-                    or route.startswith("/user/")
-                    or route.startswith("/model/")
-                    or route.startswith("/spend/")
-                )
-                and (not is_master_key_valid)
-                and (not _is_user_proxy_admin(user_id_information))
-            ):
-                allow_user_auth = False
-                if (
-                    general_settings.get("allow_user_auth", False) == True
-                    or _has_user_setup_sso() == True
-                ):
-                    allow_user_auth = True  # user can create and delete their own keys
-                # enters this block when allow_user_auth is set to False
-                if route == "/key/info":
-                    # check if user can access this route
-                    query_params = request.query_params
-                    key = query_params.get("key")
-                    if (
-                        key is not None
-                        and prisma_client.hash_token(token=key) != api_key
-                    ):
-                        raise HTTPException(
-                            status_code=status.HTTP_403_FORBIDDEN,
-                            detail="user not allowed to access this key's info",
-                        )
-                elif route == "/user/info":
-                    # check if user can access this route
-                    query_params = request.query_params
-                    user_id = query_params.get("user_id")
-                    verbose_proxy_logger.debug(
-                        f"user_id: {user_id} & valid_token.user_id: {valid_token.user_id}"
-                    )
-                    if user_id != valid_token.user_id:
-                        raise HTTPException(
-                            status_code=status.HTTP_403_FORBIDDEN,
-                            detail="key not allowed to access this user's info",
-                        )
-                elif route == "/user/update":
-                    raise HTTPException(
-                        status_code=status.HTTP_403_FORBIDDEN,
-                        detail="only proxy admin can update user settings. Tried calling `/user/update`",
-                    )
-                elif route == "/model/info":
-                    # /model/info just shows models user has access to
+
+            if not _is_user_proxy_admin(user_id_information):  # if non-admin
+                if route in LiteLLMRoutes.openai_routes.value:
                     pass
-                elif route == "/user/request_model":
-                    pass  # this allows any user to request a model through the UI
-                elif allow_user_auth == True and route == "/key/generate":
-                    pass
-                elif allow_user_auth == True and route == "/key/delete":
-                    pass
-                elif route == "/spend/logs":
-                    # check if user can access this route
-                    # user can only access this route if
-                    # - api_key they need logs for has the same user_id as the one used for auth
-                    query_params = request.query_params
-                    if query_params.get("api_key") is not None:
-                        api_key = query_params.get("api_key")
-                        token_info = await prisma_client.get_data(
-                            token=api_key, table_name="key", query_type="find_unique"
-                        )
-                        if secrets.compare_digest(
-                            token_info.user_id, valid_token.user_id
+                elif (
+                    route in LiteLLMRoutes.info_routes.value
+                ):  # check if user allowed to call an info route
+                    if route == "/key/info":
+                        # check if user can access this route
+                        query_params = request.query_params
+                        key = query_params.get("key")
+                        if (
+                            key is not None
+                            and prisma_client.hash_token(token=key) != api_key
                         ):
-                            pass
-                    elif query_params.get("user_id") is not None:
+                            raise HTTPException(
+                                status_code=status.HTTP_403_FORBIDDEN,
+                                detail="user not allowed to access this key's info",
+                            )
+                    elif route == "/user/info":
+                        # check if user can access this route
+                        query_params = request.query_params
                         user_id = query_params.get("user_id")
-                        # check if user id == token.user_id
-                        if secrets.compare_digest(user_id, valid_token.user_id):
-                            pass
-                    else:
-                        raise HTTPException(
-                            status_code=status.HTTP_403_FORBIDDEN,
-                            detail="user not allowed to access this key's info",
+                        verbose_proxy_logger.debug(
+                            f"user_id: {user_id} & valid_token.user_id: {valid_token.user_id}"
                         )
+                        if user_id != valid_token.user_id:
+                            raise HTTPException(
+                                status_code=status.HTTP_403_FORBIDDEN,
+                                detail="key not allowed to access this user's info",
+                            )
+                    elif route == "/model/info":
+                        # /model/info just shows models user has access to
+                        pass
+                    elif route == "/team/info":
+                        # check if key can access this team's info
+                        query_params = request.query_params
+                        team_id = query_params.get("team_id")
+                        if team_id != valid_token.team_id:
+                            raise HTTPException(
+                                status_code=status.HTTP_403_FORBIDDEN,
+                                detail="key not allowed to access this team's info",
+                            )
                 else:
                     raise Exception(
-                        f"Only master key can be used to generate, delete, update or get info for new keys/users. Value of allow_user_auth={allow_user_auth}"
+                        f"Only master key can be used to generate, delete, update info for new keys/users/teams. Route={route}"
                     )
 
         # check if token is from litellm-ui, litellm ui makes keys to allow users to login with sso. These keys can only be used for LiteLLM UI functions
@@ -1102,7 +1067,9 @@ async def user_api_key_auth(
             allowed_routes = [
                 "/sso",
                 "/login",
-                "/key",
+                "/key/generate",
+                "/key/update",
+                "/key/info",
                 "/config",
                 "/spend",
                 "/user",
@@ -1906,6 +1873,9 @@ class ProxyConfig:
                                 config[param_name].update(param_value)
                             else:
                                 config[param_name] = param_value
+                        else:
+                            # if it's not in the config - then add it
+                            config[param_name] = param_value
 
         return config
 
@@ -2235,9 +2205,9 @@ class ProxyConfig:
                         # these are litellm callbacks - "langfuse", "sentry", "wandb"
                         else:
                             litellm.failure_callback.append(callback)
-                    verbose_proxy_logger.debug(
-                        f"{blue_color_code} Initialized Success Callbacks - {litellm.failure_callback} {reset_color_code}"
-                    )
+                    print(  # noqa
+                        f"{blue_color_code} Initialized Failure Callbacks - {litellm.failure_callback} {reset_color_code}"
+                    )  # noqa
                 elif key == "cache_params":
                     # this is set in the cache branch
                     # see usage here: https://docs.litellm.ai/docs/proxy/caching
@@ -2313,6 +2283,7 @@ class ProxyConfig:
             proxy_logging_obj.update_values(
                 alerting=general_settings.get("alerting", None),
                 alerting_threshold=general_settings.get("alerting_threshold", 600),
+                alert_types=general_settings.get("alert_types", None),
                 redis_cache=redis_usage_cache,
             )
             ### CONNECT TO DATABASE ###
@@ -2440,6 +2411,121 @@ class ProxyConfig:
         router = litellm.Router(**router_params, semaphore=semaphore)  # type:ignore
         return router, model_list, general_settings
 
+    def get_model_info_with_id(self, model) -> RouterModelInfo:
+        """
+        Common logic across add + delete router models
+        Parameters:
+        - deployment
+
+        Return model info w/ id
+        """
+        if model.model_info is not None and isinstance(model.model_info, dict):
+            if "id" not in model.model_info:
+                model.model_info["id"] = model.model_id
+            _model_info = RouterModelInfo(**model.model_info)
+        else:
+            _model_info = RouterModelInfo(id=model.model_id)
+        return _model_info
+
+    async def _delete_deployment(self, db_models: list) -> int:
+        """
+        (Helper function of add deployment) -> combined to reduce prisma db calls
+
+        - Create all up list of model id's (db + config)
+        - Compare all up list to router model id's
+        - Remove any that are missing
+
+        Return:
+        - int - returns number of deleted deployments
+        """
+        global user_config_file_path, llm_router
+        combined_id_list = []
+        if llm_router is None:
+            return 0
+
+        ## DB MODELS ##
+        for m in db_models:
+            model_info = self.get_model_info_with_id(model=m)
+            if model_info.id is not None:
+                combined_id_list.append(model_info.id)
+
+        ## CONFIG MODELS ##
+        config = await self.get_config(config_file_path=user_config_file_path)
+        model_list = config.get("model_list", None)
+        if model_list:
+            for model in model_list:
+                ### LOAD FROM os.environ/ ###
+                for k, v in model["litellm_params"].items():
+                    if isinstance(v, str) and v.startswith("os.environ/"):
+                        model["litellm_params"][k] = litellm.get_secret(v)
+                model_id = llm_router._generate_model_id(
+                    model_group=model["model_name"],
+                    litellm_params=model["litellm_params"],
+                )
+                combined_id_list.append(model_id)  # ADD CONFIG MODEL TO COMBINED LIST
+
+        router_model_ids = llm_router.get_model_ids()
+        # Check for model IDs in llm_router not present in combined_id_list and delete them
+        deleted_deployments = 0
+        for model_id in router_model_ids:
+            if model_id not in combined_id_list:
+                is_deleted = llm_router.delete_deployment(id=model_id)
+                if is_deleted is not None:
+                    deleted_deployments += 1
+        return deleted_deployments
+
+    def _add_deployment(self, db_models: list) -> int:
+        """
+        Iterate through db models
+
+        for any not in router - add them.
+
+        Return - number of deployments added
+        """
+        import base64
+
+        if master_key is None or not isinstance(master_key, str):
+            raise Exception(
+                f"Master key is not initialized or formatted. master_key={master_key}"
+            )
+
+        if llm_router is None:
+            return 0
+
+        added_models = 0
+        ## ADD MODEL LOGIC
+        for m in db_models:
+            _litellm_params = m.litellm_params
+            if isinstance(_litellm_params, dict):
+                # decrypt values
+                for k, v in _litellm_params.items():
+                    if isinstance(v, str):
+                        # decode base64
+                        decoded_b64 = base64.b64decode(v)
+                        # decrypt value
+                        _litellm_params[k] = decrypt_value(
+                            value=decoded_b64, master_key=master_key
+                        )
+                _litellm_params = LiteLLM_Params(**_litellm_params)
+            else:
+                verbose_proxy_logger.error(
+                    f"Invalid model added to proxy db. Invalid litellm params. litellm_params={_litellm_params}"
+                )
+                continue  # skip to next model
+            _model_info = self.get_model_info_with_id(model=m)
+
+            added = llm_router.add_deployment(
+                deployment=Deployment(
+                    model_name=m.model_name,
+                    litellm_params=_litellm_params,
+                    model_info=_model_info,
+                )
+            )
+
+            if added is not None:
+                added_models += 1
+        return added_models
+
     async def add_deployment(
         self,
         prisma_client: PrismaClient,
@@ -2486,13 +2572,7 @@ class ProxyConfig:
                         )
                         continue  # skip to next model
 
-                    if m.model_info is not None and isinstance(m.model_info, dict):
-                        if "id" not in m.model_info:
-                            m.model_info["id"] = m.model_id
-                        _model_info = RouterModelInfo(**m.model_info)
-                    else:
-                        _model_info = RouterModelInfo(id=m.model_id)
-
+                    _model_info = self.get_model_info_with_id(model=m)
                     _model_list.append(
                         Deployment(
                             model_name=m.model_name,
@@ -2506,40 +2586,11 @@ class ProxyConfig:
             else:
                 new_models = await prisma_client.db.litellm_proxymodeltable.find_many()
                 verbose_proxy_logger.debug(f"len new_models: {len(new_models)}")
+                ## DELETE MODEL LOGIC
+                await self._delete_deployment(db_models=new_models)
 
-                for m in new_models:
-                    _litellm_params = m.litellm_params
-                    if isinstance(_litellm_params, dict):
-                        # decrypt values
-                        for k, v in _litellm_params.items():
-                            if isinstance(v, str):
-                                # decode base64
-                                decoded_b64 = base64.b64decode(v)
-                                # decrypt value
-                                _litellm_params[k] = decrypt_value(
-                                    value=decoded_b64, master_key=master_key
-                                )
-                        _litellm_params = LiteLLM_Params(**_litellm_params)
-                    else:
-                        verbose_proxy_logger.error(
-                            f"Invalid model added to proxy db. Invalid litellm params. litellm_params={_litellm_params}"
-                        )
-                        continue  # skip to next model
-
-                    if m.model_info is not None and isinstance(m.model_info, dict):
-                        if "id" not in m.model_info:
-                            m.model_info["id"] = m.model_id
-                        _model_info = RouterModelInfo(**m.model_info)
-                    else:
-                        _model_info = RouterModelInfo(id=m.model_id)
-
-                    llm_router.add_deployment(
-                        deployment=Deployment(
-                            model_name=m.model_name,
-                            litellm_params=_litellm_params,
-                            model_info=_model_info,
-                        )
-                    )
+                ## ADD MODEL LOGIC
+                self._add_deployment(db_models=new_models)
 
             llm_model_list = llm_router.get_model_list()
 
@@ -2569,7 +2620,13 @@ class ProxyConfig:
             if "alerting" in _general_settings:
                 general_settings["alerting"] = _general_settings["alerting"]
                 proxy_logging_obj.alerting = general_settings["alerting"]
+            if "alert_types" in _general_settings:
+                general_settings["alert_types"] = _general_settings["alert_types"]
+                proxy_logging_obj.alert_types = general_settings["alert_types"]
 
+            # router settings
+            _router_settings = config_data.get("router_settings", {})
+            llm_router.update_settings(**_router_settings)
         except Exception as e:
             verbose_proxy_logger.error(
                 "{}\nTraceback:{}".format(str(e), traceback.format_exc())
@@ -2712,10 +2769,12 @@ async def generate_key_helper_fn(
             "model_max_budget": model_max_budget_json,
             "budget_id": budget_id,
         }
+
         if (
-            general_settings.get("allow_user_auth", False) == True
-            or _has_user_setup_sso() == True
-        ):
+            litellm.get_secret("DISABLE_KEY_NAME", False) == True
+        ):  # allow user to disable storing abbreviated key name (shown in UI, to help figure out which key spent how much)
+            pass
+        else:
             key_data["key_name"] = f"sk-...{token[-4:]}"
         saved_token = copy.deepcopy(key_data)
         if isinstance(saved_token["aliases"], str):
@@ -2815,12 +2874,17 @@ async def delete_verification_token(tokens: List, user_id: Optional[str] = None)
                 deleted_tokens = await prisma_client.delete_data(
                     tokens=tokens, user_id=user_id
                 )
-
+                _num_deleted_tokens = deleted_tokens.get("deleted_keys", 0)
+                if _num_deleted_tokens != len(tokens):
+                    raise Exception(
+                        "Failed to delete all tokens. Tried to delete tokens that don't belong to user: "
+                        + str(user_id)
+                    )
         else:
-            raise Exception
+            raise Exception("DB not connected. prisma_client is None")
     except Exception as e:
         traceback.print_exc()
-        raise HTTPException(status_code=status.HTTP_500_INTERNAL_SERVER_ERROR)
+        raise e
     return deleted_tokens
 
 
@@ -3196,7 +3260,7 @@ async def startup_event():
             scheduler.add_job(
                 proxy_config.add_deployment,
                 "interval",
-                seconds=30,
+                seconds=10,
                 args=[prisma_client, proxy_logging_obj],
             )
 
@@ -3357,7 +3421,10 @@ async def completion(
         else:
             raise HTTPException(
                 status_code=status.HTTP_400_BAD_REQUEST,
-                detail={"error": "Invalid model name passed in"},
+                detail={
+                    "error": "Invalid model name passed in model="
+                    + data.get("model", "")
+                },
             )
 
         if hasattr(response, "_hidden_params"):
@@ -3588,7 +3655,10 @@ async def chat_completion(
         else:
             raise HTTPException(
                 status_code=status.HTTP_400_BAD_REQUEST,
-                detail={"error": "Invalid model name passed in"},
+                detail={
+                    "error": "Invalid model name passed in model="
+                    + data.get("model", "")
+                },
             )
 
         # wait for call to end
@@ -3812,7 +3882,10 @@ async def embeddings(
         else:
             raise HTTPException(
                 status_code=status.HTTP_400_BAD_REQUEST,
-                detail={"error": "Invalid model name passed in"},
+                detail={
+                    "error": "Invalid model name passed in model="
+                    + data.get("model", "")
+                },
             )
 
         ### ALERTING ###
@@ -3961,7 +4034,10 @@ async def image_generation(
         else:
             raise HTTPException(
                 status_code=status.HTTP_400_BAD_REQUEST,
-                detail={"error": "Invalid model name passed in"},
+                detail={
+                    "error": "Invalid model name passed in model="
+                    + data.get("model", "")
+                },
             )
 
         ### ALERTING ###
@@ -4121,7 +4197,10 @@ async def audio_transcriptions(
                 else:
                     raise HTTPException(
                         status_code=status.HTTP_400_BAD_REQUEST,
-                        detail={"error": "Invalid model name passed in"},
+                        detail={
+                            "error": "Invalid model name passed in model="
+                            + data.get("model", "")
+                        },
                     )
 
             except Exception as e:
@@ -4280,7 +4359,10 @@ async def moderations(
         else:
             raise HTTPException(
                 status_code=status.HTTP_400_BAD_REQUEST,
-                detail={"error": "Invalid model name passed in"},
+                detail={
+                    "error": "Invalid model name passed in model="
+                    + data.get("model", "")
+                },
             )
 
         ### ALERTING ###
@@ -5598,7 +5680,7 @@ async def new_user(data: NewUserRequest):
     if "user_role" in data_json:
         user_role = data_json["user_role"]
         if user_role is not None:
-            if user_role not in ["admin", "app_owner", "app_user"]:
+            if user_role not in ["proxy_admin", "app_owner", "app_user"]:
                 raise ProxyException(
                     message=f"Invalid user role, passed in {user_role}. Must be one of 'admin', 'app_owner', 'app_user'",
                     type="invalid_user_role",
@@ -5616,8 +5698,13 @@ async def new_user(data: NewUserRequest):
     return NewUserResponse(
         key=response.get("token", ""),
         expires=response.get("expires", None),
-        user_id=response["user_id"],
         max_budget=response["max_budget"],
+        user_id=response["user_id"],
+        team_id=response.get("team_id", None),
+        metadata=response.get("metadata", None),
+        models=response.get("models", None),
+        tpm_limit=response.get("tpm_limit", None),
+        rpm_limit=response.get("rpm_limit", None),
     )
 
 
@@ -6988,6 +7075,7 @@ async def add_new_model(
                 },
             )
 
+        model_response = None
         # update DB
         if store_model_in_db == True:
             """
@@ -7002,16 +7090,20 @@ async def add_new_model(
                     model_params.litellm_params[k] = base64.b64encode(
                         encrypted_value
                     ).decode("utf-8")
-            await prisma_client.db.litellm_proxymodeltable.create(
-                data={
-                    "model_name": model_params.model_name,
-                    "litellm_params": model_params.litellm_params.model_dump_json(exclude_none=True),  # type: ignore
-                    "model_info": model_params.model_info.model_dump_json(  # type: ignore
-                        exclude_none=True
-                    ),
-                    "created_by": user_api_key_dict.user_id or litellm_proxy_admin_name,
-                    "updated_by": user_api_key_dict.user_id or litellm_proxy_admin_name,
-                }
+            _data: dict = {
+                "model_id": model_params.model_info.id,
+                "model_name": model_params.model_name,
+                "litellm_params": model_params.litellm_params.model_dump_json(exclude_none=True),  # type: ignore
+                "model_info": model_params.model_info.model_dump_json(  # type: ignore
+                    exclude_none=True
+                ),
+                "created_by": user_api_key_dict.user_id or litellm_proxy_admin_name,
+                "updated_by": user_api_key_dict.user_id or litellm_proxy_admin_name,
+            }
+            if model_params.model_info.id is not None:
+                _data["model_id"] = model_params.model_info.id
+            model_response = await prisma_client.db.litellm_proxymodeltable.create(
+                data=_data  # type: ignore
             )
 
             await proxy_config.add_deployment(
@@ -7025,7 +7117,8 @@ async def add_new_model(
                     "error": "Set `'STORE_MODEL_IN_DB='True'` in your env to enable this feature."
                 },
             )
-        return {"message": "Model added successfully"}
+
+        return model_response
 
     except Exception as e:
         traceback.print_exc()
@@ -7128,6 +7221,7 @@ async def model_info_v2(
     "/model/metrics",
     description="View number of requests & avg latency per model on config.yaml",
     tags=["model management"],
+    include_in_schema=False,
     dependencies=[Depends(user_api_key_auth)],
 )
 async def model_metrics(
@@ -7278,9 +7372,21 @@ async def delete_model(model_info: ModelInfoDelete):
             - store keys separately
             """
             # encrypt litellm params #
-            await prisma_client.db.litellm_proxymodeltable.delete(
+            result = await prisma_client.db.litellm_proxymodeltable.delete(
                 where={"model_id": model_info.id}
             )
+
+            if result is None:
+                raise HTTPException(
+                    status_code=400,
+                    detail={"error": f"Model with id={model_info.id} not found in db"},
+                )
+
+            ## DELETE FROM ROUTER ##
+            if llm_router is not None:
+                llm_router.delete_deployment(id=model_info.id)
+
+            return {"message": f"Model: {result.model_id} deleted successfully"}
         else:
             raise HTTPException(
                 status_code=500,
@@ -7288,7 +7394,6 @@ async def delete_model(model_info: ModelInfoDelete):
                     "error": "Set `'STORE_MODEL_IN_DB='True'` in your env to enable this feature."
                 },
             )
-        return {"message": "Model deleted successfully"}
 
     except Exception as e:
         if isinstance(e, HTTPException):
@@ -8066,8 +8171,6 @@ async def auth_callback(request: Request):
         algorithm="HS256",
     )
     litellm_dashboard_ui += "?userID=" + user_id + "&token=" + jwt_token
-    # if a user has logged in they should be allowed to create keys - this ensures that it's set to True
-    general_settings["allow_user_auth"] = True
     return RedirectResponse(url=litellm_dashboard_ui)
 
 
@@ -8097,10 +8200,12 @@ async def update_config(config_info: ConfigYAML):
             updated_general_settings = config_info.general_settings.dict(
                 exclude_none=True
             )
-            config["general_settings"] = {
-                **updated_general_settings,
-                **config["general_settings"],
-            }
+
+            _existing_settings = config["general_settings"]
+            for k, v in updated_general_settings.items():
+                # overwrite existing settings with updated values
+                _existing_settings[k] = v
+            config["general_settings"] = _existing_settings
 
         if config_info.environment_variables is not None:
             config.setdefault("environment_variables", {})
@@ -8148,6 +8253,16 @@ async def update_config(config_info: ConfigYAML):
                         "success_callback"
                     ] = combined_success_callback
 
+        # router settings
+        if config_info.router_settings is not None:
+            config.setdefault("router_settings", {})
+            _updated_router_settings = config_info.router_settings
+
+            config["router_settings"] = {
+                **config["router_settings"],
+                **_updated_router_settings,
+            }
+
         # Save the updated config
         await proxy_config.save_config(new_config=config)
 
@@ -8263,9 +8378,23 @@ async def get_config():
                     )
                     _slack_env_vars[_var] = _decrypted_value
 
-            _data_to_return.append({"name": "slack", "variables": _slack_env_vars})
+            _alerting_types = proxy_logging_obj.alert_types
+            _all_alert_types = proxy_logging_obj._all_possible_alert_types()
+            _data_to_return.append(
+                {
+                    "name": "slack",
+                    "variables": _slack_env_vars,
+                    "alerting_types": _alerting_types,
+                    "all_alert_types": _all_alert_types,
+                }
+            )
 
-        return {"status": "success", "data": _data_to_return}
+        _router_settings = llm_router.get_settings()
+        return {
+            "status": "success",
+            "data": _data_to_return,
+            "router_settings": _router_settings,
+        }
     except Exception as e:
         traceback.print_exc()
         if isinstance(e, HTTPException):
@@ -8419,6 +8548,11 @@ async def health_endpoint(
     ),
 ):
     """
+    🚨 USE `/health/liveliness` to health check the proxy 🚨
+
+    See more 👉 https://docs.litellm.ai/docs/proxy/health
+
+
     Check the health of all the endpoints in config.yaml
 
     To run health checks in the background, add this to config.yaml:
@@ -8774,7 +8908,7 @@ async def get_routes():
 @router.get("/token/generate", dependencies=[Depends(user_api_key_auth)])
 async def token_generate():
     """
-    Test endpoint. Meant for generating admin tokens with specific claims and testing if they work for creating keys, etc.
+    Test endpoint. Admin-only access. Meant for generating admin tokens with specific claims and testing if they work for creating keys, etc.
     """
     # Initialize AuthJWTSSO with your OpenID Provider configuration
     from fastapi_sso import AuthJWTSSO
diff --git a/litellm/proxy/utils.py b/litellm/proxy/utils.py
index 970ba45c131..954d2496eaa 100644
--- a/litellm/proxy/utils.py
+++ b/litellm/proxy/utils.py
@@ -1,5 +1,5 @@
 from typing import Optional, List, Any, Literal, Union
-import os, subprocess, hashlib, importlib, asyncio, copy, json, aiohttp, httpx
+import os, subprocess, hashlib, importlib, asyncio, copy, json, aiohttp, httpx, time
 import litellm, backoff
 from litellm.proxy._types import (
     UserAPIKeyAuth,
@@ -18,6 +18,7 @@ from litellm.llms.custom_httpx.httpx_handler import HTTPHandler
 from litellm.proxy.hooks.parallel_request_limiter import (
     _PROXY_MaxParallelRequestsHandler,
 )
+from litellm._service_logger import ServiceLogging, ServiceTypes
 from litellm import ModelResponse, EmbeddingResponse, ImageResponse
 from litellm.proxy.hooks.max_budget_limiter import _PROXY_MaxBudgetLimiter
 from litellm.proxy.hooks.tpm_rpm_limiter import _PROXY_MaxTPMRPMLimiter
@@ -64,12 +65,49 @@ class ProxyLogging:
         self.cache_control_check = _PROXY_CacheControlCheck()
         self.alerting: Optional[List] = None
         self.alerting_threshold: float = 300  # default to 5 min. threshold
+        self.alert_types: List[
+            Literal[
+                "llm_exceptions",
+                "llm_too_slow",
+                "llm_requests_hanging",
+                "budget_alerts",
+                "db_exceptions",
+            ]
+        ] = [
+            "llm_exceptions",
+            "llm_too_slow",
+            "llm_requests_hanging",
+            "budget_alerts",
+            "db_exceptions",
+        ]
+
+    def _all_possible_alert_types(self):
+        # used by the UI to show all supported alert types
+        # Note: This is not the alerts the user has configured, instead it's all possible alert types a user can select
+        return [
+            "llm_exceptions",
+            "llm_too_slow",
+            "llm_requests_hanging",
+            "budget_alerts",
+            "db_exceptions",
+        ]
 
     def update_values(
         self,
         alerting: Optional[List],
         alerting_threshold: Optional[float],
         redis_cache: Optional[RedisCache],
+        alert_types: Optional[
+            List[
+                Literal[
+                    "llm_exceptions",
+                    "llm_too_slow",
+                    "llm_requests_hanging",
+                    "budget_alerts",
+                    "db_exceptions",
+                ]
+            ]
+        ] = None,
     ):
         self.alerting = alerting
         if alerting_threshold is not None:
@@ -78,12 +116,17 @@ class ProxyLogging:
         if redis_cache is not None:
             self.internal_usage_cache.redis_cache = redis_cache
 
+        if alert_types is not None:
+            self.alert_types = alert_types
+
     def _init_litellm_callbacks(self):
         print_verbose(f"INITIALIZING LITELLM CALLBACKS!")
+        self.service_logging_obj = ServiceLogging()
         litellm.callbacks.append(self.max_parallel_request_limiter)
         litellm.callbacks.append(self.max_tpm_rpm_limiter)
         litellm.callbacks.append(self.max_budget_limiter)
         litellm.callbacks.append(self.cache_control_check)
+        litellm.callbacks.append(self.service_logging_obj)
         litellm.success_callback.append(self.response_taking_too_long_callback)
         for callback in litellm.callbacks:
             if callback not in litellm.input_callback:
@@ -193,11 +236,14 @@ class ProxyLogging:
             # Convert the timedelta to float (in seconds)
             time_difference_float = time_difference.total_seconds()
             litellm_params = kwargs.get("litellm_params", {})
-            api_base = litellm_params.get("api_base", "")
             model = kwargs.get("model", "")
+            api_base = litellm.get_api_base(model=model, optional_params=litellm_params)
             messages = kwargs.get("messages", "")
 
-            return time_difference_float, model, api_base, messages
+            # only use first 100 chars for alerting
+            _messages = str(messages)[:100]
+
+            return time_difference_float, model, api_base, _messages
         except Exception as e:
             raise e
 
@@ -210,6 +256,8 @@ class ProxyLogging:
     ):
         if self.alerting is None:
             return
+        if "llm_too_slow" not in self.alert_types:
+            return
         time_difference_float, model, api_base, messages = (
             self._response_taking_too_long_callback(
                 kwargs=kwargs,
@@ -256,6 +304,8 @@ class ProxyLogging:
 
         if type == "hanging_request":
             # Simulate a long-running operation that could take more than 5 minutes
+            if "llm_requests_hanging" not in self.alert_types:
+                return
             await asyncio.sleep(
                 self.alerting_threshold
             )  # Set it to 5 minutes - i'd imagine this might be different for streaming, non-streaming, non-completion (embedding + img) requests
@@ -277,6 +327,16 @@ class ProxyLogging:
                         _api_base = ""
 
                     request_info += f"\nAPI Base: {_api_base}"
+                elif request_data.get("metadata", None) is not None and isinstance(
+                    request_data["metadata"], dict
+                ):
+                    # In hanging requests sometime it has not made it to the point where the deployment is passed to the `request_data``
+                    # in that case we fallback to the api base set in the request metadata
+                    _metadata = request_data["metadata"]
+                    _api_base = _metadata.get("api_base", "")
+                    if _api_base is None:
+                        _api_base = ""
+                    request_info += f"\nAPI Base: `{_api_base}`"
                 # only alert hanging responses if they have not been marked as success
                 alerting_message = (
                     f"`Requests are hanging - {self.alerting_threshold}s+ request time`"
@@ -304,6 +364,8 @@ class ProxyLogging:
         if self.alerting is None:
             # do nothing if alerting is not switched on
             return
+        if "budget_alerts" not in self.alert_types:
+            return
         _id: str = "default_id"  # used for caching
         if type == "user_and_proxy_budget":
             user_info = dict(user_info)
@@ -360,22 +422,25 @@ class ProxyLogging:
             f"Budget Alerts: Percent left: {percent_left} for {user_info}"
         )
 
-        # check if crossed budget
-        if user_current_spend >= user_max_budget:
-            verbose_proxy_logger.debug("Budget Crossed for %s", user_info)
-            message = "Budget Crossed for" + user_info
-            await self.alerting_handler(
-                message=message,
-                level="High",
-            )
-            return
-
         ## PREVENTITIVE ALERTING ## - https://github.com/BerriAI/litellm/issues/2727
         # - Alert once within 28d period
         # - Cache this information
         # - Don't re-alert, if alert already sent
         _cache: DualCache = self.internal_usage_cache
 
+        # check if crossed budget
+        if user_current_spend >= user_max_budget:
+            verbose_proxy_logger.debug("Budget Crossed for %s", user_info)
+            message = "Budget Crossed for" + user_info
+            result = await _cache.async_get_cache(key=message)
+            if result is None:
+                await self.alerting_handler(
+                    message=message,
+                    level="High",
+                )
+                await _cache.async_set_cache(key=message, value="SENT", ttl=2419200)
+            return
+
         # check if 5% of max budget is left
         if percent_left <= 0.05:
             message = "5% budget left for" + user_info
@@ -426,9 +491,8 @@ class ProxyLogging:
 
         # Get the current timestamp
         current_time = datetime.now().strftime("%H:%M:%S")
-        formatted_message = (
-            f"Level: `{level}`\nTimestamp: `{current_time}`\n\nMessage: {message}"
-        )
+        _proxy_base_url = os.getenv("PROXY_BASE_URL", "None")
+        formatted_message = f"Level: `{level}`\nTimestamp: `{current_time}`\n\nMessage: {message} \n\nProxy URL: `{_proxy_base_url}`"
         if self.alerting is None:
             return
 
@@ -453,13 +517,17 @@ class ProxyLogging:
                 else:
                     raise Exception("Missing SENTRY_DSN from environment")
 
-    async def failure_handler(self, original_exception, traceback_str=""):
+    async def failure_handler(
+        self, original_exception, duration: float, call_type: str, traceback_str=""
+    ):
         """
         Log failed db read/writes
 
         Currently only logs exceptions to sentry
         """
         ### ALERTING ###
+        if "db_exceptions" not in self.alert_types:
+            return
         if isinstance(original_exception, HTTPException):
             if isinstance(original_exception.detail, str):
                 error_message = original_exception.detail
@@ -478,6 +546,14 @@ class ProxyLogging:
             )
         )
 
+        if hasattr(self, "service_logging_obj"):
+            self.service_logging_obj.async_service_failure_hook(
+                service=ServiceTypes.DB,
+                duration=duration,
+                error=error_message,
+                call_type=call_type,
+            )
+
         if litellm.utils.capture_exception:
             litellm.utils.capture_exception(error=original_exception)
 
@@ -494,6 +570,8 @@ class ProxyLogging:
         """
 
         ### ALERTING ###
+        if "llm_exceptions" not in self.alert_types:
+            return
         asyncio.create_task(
             self.alerting_handler(
                 message=f"LLM API call failed: {str(original_exception)}", level="High"
@@ -798,6 +876,7 @@ class PrismaClient:
         verbose_proxy_logger.debug(
             f"PrismaClient: get_generic_data: {key}, table_name: {table_name}"
         )
+        start_time = time.time()
         try:
             if table_name == "users":
                 response = await self.db.litellm_usertable.find_first(
@@ -822,11 +901,17 @@ class PrismaClient:
             error_msg = f"LiteLLM Prisma Client Exception get_generic_data: {str(e)}"
             print_verbose(error_msg)
             error_traceback = error_msg + "\n" + traceback.format_exc()
+            end_time = time.time()
+            _duration = end_time - start_time
             asyncio.create_task(
                 self.proxy_logging_obj.failure_handler(
-                    original_exception=e, traceback_str=error_traceback
+                    original_exception=e,
+                    duration=_duration,
+                    traceback_str=error_traceback,
+                    call_type="get_generic_data",
                 )
             )
+
             raise e
 
     @backoff.on_exception(
@@ -864,6 +949,7 @@ class PrismaClient:
         ] = None,  # pagination, number of rows to getch when find_all==True
     ):
         args_passed_in = locals()
+        start_time = time.time()
         verbose_proxy_logger.debug(
             f"PrismaClient: get_data - args_passed_in: {args_passed_in}"
         )
@@ -1011,9 +1097,21 @@ class PrismaClient:
                             },
                         )
                     else:
-                        response = await self.db.litellm_usertable.find_many(  # type: ignore
-                            order={"spend": "desc"}, take=limit, skip=offset
-                        )
+                        # return all users in the table, get their key aliases ordered by spend
+                        sql_query = """
+                        SELECT
+                            u.*,
+                            json_agg(v.key_alias) AS key_aliases
+                        FROM
+                            "LiteLLM_UserTable" u
+                        LEFT JOIN "LiteLLM_VerificationToken" v ON u.user_id = v.user_id
+                        GROUP BY
+                            u.user_id
+                        ORDER BY u.spend DESC
+                        LIMIT $1
+                        OFFSET $2
+                        """
+                        response = await self.db.query_raw(sql_query, limit, offset)
                 return response
             elif table_name == "spend":
                 verbose_proxy_logger.debug(
@@ -1117,9 +1215,15 @@ class PrismaClient:
             print_verbose(error_msg)
             error_traceback = error_msg + "\n" + traceback.format_exc()
             verbose_proxy_logger.debug(error_traceback)
+            end_time = time.time()
+            _duration = end_time - start_time
+
             asyncio.create_task(
                 self.proxy_logging_obj.failure_handler(
-                    original_exception=e, traceback_str=error_traceback
+                    original_exception=e,
+                    duration=_duration,
+                    call_type="get_data",
+                    traceback_str=error_traceback,
                 )
             )
             raise e
@@ -1142,6 +1246,7 @@ class PrismaClient:
         """
         Add a key to the database. If it already exists, do nothing.
         """
+        start_time = time.time()
         try:
             verbose_proxy_logger.debug("PrismaClient: insert_data: %s", data)
             if table_name == "key":
@@ -1259,9 +1364,14 @@ class PrismaClient:
             error_msg = f"LiteLLM Prisma Client Exception in insert_data: {str(e)}"
             print_verbose(error_msg)
             error_traceback = error_msg + "\n" + traceback.format_exc()
+            end_time = time.time()
+            _duration = end_time - start_time
             asyncio.create_task(
                 self.proxy_logging_obj.failure_handler(
-                    original_exception=e, traceback_str=error_traceback
+                    original_exception=e,
+                    duration=_duration,
+                    call_type="insert_data",
+                    traceback_str=error_traceback,
                 )
             )
             raise e
@@ -1292,6 +1402,7 @@ class PrismaClient:
         verbose_proxy_logger.debug(
             f"PrismaClient: update_data, table_name: {table_name}"
         )
+        start_time = time.time()
         try:
             db_data = self.jsonify_object(data=data)
             if update_key_values is not None:
@@ -1453,9 +1564,14 @@ class PrismaClient:
             error_msg = f"LiteLLM Prisma Client Exception - update_data: {str(e)}"
             print_verbose(error_msg)
             error_traceback = error_msg + "\n" + traceback.format_exc()
+            end_time = time.time()
+            _duration = end_time - start_time
             asyncio.create_task(
                 self.proxy_logging_obj.failure_handler(
-                    original_exception=e, traceback_str=error_traceback
+                    original_exception=e,
+                    duration=_duration,
+                    call_type="update_data",
+                    traceback_str=error_traceback,
                 )
             )
             raise e
@@ -1480,6 +1596,7 @@ class PrismaClient:
 
         Ensure user owns that key, unless admin.
         """
+        start_time = time.time()
         try:
             if tokens is not None and isinstance(tokens, List):
                 hashed_tokens = []
@@ -1527,9 +1644,14 @@ class PrismaClient:
             error_msg = f"LiteLLM Prisma Client Exception - delete_data: {str(e)}"
             print_verbose(error_msg)
             error_traceback = error_msg + "\n" + traceback.format_exc()
+            end_time = time.time()
+            _duration = end_time - start_time
             asyncio.create_task(
                 self.proxy_logging_obj.failure_handler(
-                    original_exception=e, traceback_str=error_traceback
+                    original_exception=e,
+                    duration=_duration,
+                    call_type="delete_data",
+                    traceback_str=error_traceback,
                 )
             )
             raise e
@@ -1543,6 +1665,7 @@ class PrismaClient:
         on_backoff=on_backoff,  # specifying the function to call on backoff
     )
     async def connect(self):
+        start_time = time.time()
         try:
             verbose_proxy_logger.debug(
                 "PrismaClient: connect() called Attempting to Connect to DB"
@@ -1558,9 +1681,14 @@ class PrismaClient:
             error_msg = f"LiteLLM Prisma Client Exception connect(): {str(e)}"
             print_verbose(error_msg)
             error_traceback = error_msg + "\n" + traceback.format_exc()
+            end_time = time.time()
+            _duration = end_time - start_time
             asyncio.create_task(
                 self.proxy_logging_obj.failure_handler(
-                    original_exception=e, traceback_str=error_traceback
+                    original_exception=e,
+                    duration=_duration,
+                    call_type="connect",
+                    traceback_str=error_traceback,
                 )
             )
             raise e
@@ -1574,6 +1702,7 @@ class PrismaClient:
         on_backoff=on_backoff,  # specifying the function to call on backoff
     )
     async def disconnect(self):
+        start_time = time.time()
         try:
             await self.db.disconnect()
         except Exception as e:
@@ -1582,9 +1711,14 @@ class PrismaClient:
             error_msg = f"LiteLLM Prisma Client Exception disconnect(): {str(e)}"
             print_verbose(error_msg)
             error_traceback = error_msg + "\n" + traceback.format_exc()
+            end_time = time.time()
+            _duration = end_time - start_time
             asyncio.create_task(
                 self.proxy_logging_obj.failure_handler(
-                    original_exception=e, traceback_str=error_traceback
+                    original_exception=e,
+                    duration=_duration,
+                    call_type="disconnect",
+                    traceback_str=error_traceback,
                 )
             )
             raise e
@@ -1593,16 +1727,35 @@ class PrismaClient:
         """
         Health check endpoint for the prisma client
         """
-        sql_query = """
-            SELECT 1
-            FROM "LiteLLM_VerificationToken"
-            LIMIT 1
-            """
+        start_time = time.time()
+        try:
+            sql_query = """
+                SELECT 1
+                FROM "LiteLLM_VerificationToken"
+                LIMIT 1
+                """
 
-        # Execute the raw query
-        # The asterisk before `user_id_list` unpacks the list into separate arguments
-        response = await self.db.query_raw(sql_query)
-        return response
+            # Execute the raw query
+            # The asterisk before `user_id_list` unpacks the list into separate arguments
+            response = await self.db.query_raw(sql_query)
+            return response
+        except Exception as e:
+            import traceback
+
+            error_msg = f"LiteLLM Prisma Client Exception disconnect(): {str(e)}"
+            print_verbose(error_msg)
+            error_traceback = error_msg + "\n" + traceback.format_exc()
+            end_time = time.time()
+            _duration = end_time - start_time
+            asyncio.create_task(
+                self.proxy_logging_obj.failure_handler(
+                    original_exception=e,
+                    duration=_duration,
+                    call_type="health_check",
+                    traceback_str=error_traceback,
+                )
+            )
+            raise e
 
 
 class DBClient:
@@ -1978,6 +2131,7 @@ async def update_spend(
     ### UPDATE USER TABLE ###
     if len(prisma_client.user_list_transactons.keys()) > 0:
         for i in range(n_retry_times + 1):
+            start_time = time.time()
             try:
                 async with prisma_client.db.tx(
                     timeout=timedelta(seconds=60)
@@ -2008,9 +2162,14 @@ async def update_spend(
                 )
                 print_verbose(error_msg)
                 error_traceback = error_msg + "\n" + traceback.format_exc()
+                end_time = time.time()
+                _duration = end_time - start_time
                 asyncio.create_task(
                     proxy_logging_obj.failure_handler(
-                        original_exception=e, traceback_str=error_traceback
+                        original_exception=e,
+                        duration=_duration,
+                        call_type="update_spend",
+                        traceback_str=error_traceback,
                     )
                 )
                 raise e
@@ -2018,6 +2177,7 @@ async def update_spend(
     ### UPDATE END-USER TABLE ###
     if len(prisma_client.end_user_list_transactons.keys()) > 0:
         for i in range(n_retry_times + 1):
+            start_time = time.time()
             try:
                 async with prisma_client.db.tx(
                     timeout=timedelta(seconds=60)
@@ -2054,9 +2214,14 @@ async def update_spend(
                 )
                 print_verbose(error_msg)
                 error_traceback = error_msg + "\n" + traceback.format_exc()
+                end_time = time.time()
+                _duration = end_time - start_time
                 asyncio.create_task(
                     proxy_logging_obj.failure_handler(
-                        original_exception=e, traceback_str=error_traceback
+                        original_exception=e,
+                        duration=_duration,
+                        call_type="update_spend",
+                        traceback_str=error_traceback,
                     )
                 )
                 raise e
@@ -2064,6 +2229,7 @@ async def update_spend(
     ### UPDATE KEY TABLE ###
     if len(prisma_client.key_list_transactons.keys()) > 0:
         for i in range(n_retry_times + 1):
+            start_time = time.time()
             try:
                 async with prisma_client.db.tx(
                     timeout=timedelta(seconds=60)
@@ -2094,9 +2260,14 @@ async def update_spend(
                 )
                 print_verbose(error_msg)
                 error_traceback = error_msg + "\n" + traceback.format_exc()
+                end_time = time.time()
+                _duration = end_time - start_time
                 asyncio.create_task(
                     proxy_logging_obj.failure_handler(
-                        original_exception=e, traceback_str=error_traceback
+                        original_exception=e,
+                        duration=_duration,
+                        call_type="update_spend",
+                        traceback_str=error_traceback,
                     )
                 )
                 raise e
@@ -2109,6 +2280,7 @@ async def update_spend(
     )
     if len(prisma_client.team_list_transactons.keys()) > 0:
         for i in range(n_retry_times + 1):
+            start_time = time.time()
             try:
                 async with prisma_client.db.tx(
                     timeout=timedelta(seconds=60)
@@ -2144,9 +2316,14 @@ async def update_spend(
                 )
                 print_verbose(error_msg)
                 error_traceback = error_msg + "\n" + traceback.format_exc()
+                end_time = time.time()
+                _duration = end_time - start_time
                 asyncio.create_task(
                     proxy_logging_obj.failure_handler(
-                        original_exception=e, traceback_str=error_traceback
+                        original_exception=e,
+                        duration=_duration,
+                        call_type="update_spend",
+                        traceback_str=error_traceback,
                     )
                 )
                 raise e
@@ -2154,6 +2331,7 @@ async def update_spend(
     ### UPDATE ORG TABLE ###
     if len(prisma_client.org_list_transactons.keys()) > 0:
         for i in range(n_retry_times + 1):
+            start_time = time.time()
             try:
                 async with prisma_client.db.tx(
                     timeout=timedelta(seconds=60)
@@ -2184,9 +2362,14 @@ async def update_spend(
                 )
                 print_verbose(error_msg)
                 error_traceback = error_msg + "\n" + traceback.format_exc()
+                end_time = time.time()
+                _duration = end_time - start_time
                 asyncio.create_task(
                     proxy_logging_obj.failure_handler(
-                        original_exception=e, traceback_str=error_traceback
+                        original_exception=e,
+                        duration=_duration,
+                        call_type="update_spend",
+                        traceback_str=error_traceback,
                     )
                 )
                 raise e
@@ -2201,6 +2384,7 @@ async def update_spend(
 
     if len(prisma_client.spend_log_transactions) > 0:
         for _ in range(n_retry_times + 1):
+            start_time = time.time()
             try:
                 base_url = os.getenv("SPEND_LOGS_URL", None)
                 ## WRITE TO SEPARATE SERVER ##
@@ -2266,9 +2450,14 @@ async def update_spend(
                 )
                 print_verbose(error_msg)
                 error_traceback = error_msg + "\n" + traceback.format_exc()
+                end_time = time.time()
+                _duration = end_time - start_time
                 asyncio.create_task(
                     proxy_logging_obj.failure_handler(
-                        original_exception=e, traceback_str=error_traceback
+                        original_exception=e,
+                        duration=_duration,
+                        call_type="update_spend",
+                        traceback_str=error_traceback,
                     )
                 )
                 raise e
diff --git a/litellm/router.py b/litellm/router.py
index 6cec40fe93a..8145ef619e6 100644
--- a/litellm/router.py
+++ b/litellm/router.py
@@ -31,6 +31,7 @@ import copy
 from litellm._logging import verbose_router_logger
 import logging
 from litellm.types.router import Deployment, ModelInfo, LiteLLM_Params, RouterErrors
+from litellm.integrations.custom_logger import CustomLogger
 
 
 class Router:
@@ -299,6 +300,7 @@ class Router:
         verbose_router_logger.info(
             f"Intialized router with Routing strategy: {self.routing_strategy}\n\nRouting fallbacks: {self.fallbacks}\n\nRouting context window fallbacks: {self.context_window_fallbacks}"
         )
+        self.routing_strategy_args = routing_strategy_args
 
     def print_deployment(self, deployment: dict):
         """
@@ -350,6 +352,7 @@ class Router:
             kwargs.setdefault("metadata", {}).update(
                 {
                     "deployment": deployment["litellm_params"]["model"],
+                    "api_base": deployment.get("litellm_params", {}).get("api_base"),
                     "model_info": deployment.get("model_info", {}),
                 }
             )
@@ -377,6 +380,9 @@ class Router:
             else:
                 model_client = potential_model_client
 
+            ### DEPLOYMENT-SPECIFIC PRE-CALL CHECKS ### (e.g. update rpm pre-call. Raise error, if deployment over limit)
+            self.routing_strategy_pre_call_checks(deployment=deployment)
+
             response = litellm.completion(
                 **{
                     **data,
@@ -389,6 +395,7 @@ class Router:
             verbose_router_logger.info(
                 f"litellm.completion(model={model_name})\033[32m 200 OK\033[0m"
             )
+
             return response
         except Exception as e:
             verbose_router_logger.info(
@@ -437,6 +444,7 @@ class Router:
                 {
                     "deployment": deployment["litellm_params"]["model"],
                     "model_info": deployment.get("model_info", {}),
+                    "api_base": deployment.get("litellm_params", {}).get("api_base"),
                 }
             )
             kwargs["model_info"] = deployment.get("model_info", {})
@@ -491,18 +499,20 @@ class Router:
                 deployment=deployment, kwargs=kwargs, client_type="rpm_client"
             )
 
-            if (
-                rpm_semaphore is not None
-                and isinstance(rpm_semaphore, asyncio.Semaphore)
-                and self.routing_strategy == "usage-based-routing-v2"
+            if rpm_semaphore is not None and isinstance(
+                rpm_semaphore, asyncio.Semaphore
             ):
                 async with rpm_semaphore:
                     """
                     - Check rpm limits before making the call
+                    - If allowed, increment the rpm limit (allows global value to be updated, concurrency-safe)
                     """
-                    await self.lowesttpm_logger_v2.pre_call_rpm_check(deployment)
+                    await self.async_routing_strategy_pre_call_checks(
+                        deployment=deployment
+                    )
                     response = await _response
             else:
+                await self.async_routing_strategy_pre_call_checks(deployment=deployment)
                 response = await _response
 
             self.success_calls[model_name] += 1
@@ -577,6 +587,10 @@ class Router:
                 model_client = potential_model_client
 
             self.total_calls[model_name] += 1
+
+            ### DEPLOYMENT-SPECIFIC PRE-CALL CHECKS ### (e.g. update rpm pre-call. Raise error, if deployment over limit)
+            self.routing_strategy_pre_call_checks(deployment=deployment)
+
             response = litellm.image_generation(
                 **{
                     **data,
@@ -655,7 +669,7 @@ class Router:
                 model_client = potential_model_client
 
             self.total_calls[model_name] += 1
-            response = await litellm.aimage_generation(
+            response = litellm.aimage_generation(
                 **{
                     **data,
                     "prompt": prompt,
@@ -664,6 +678,28 @@ class Router:
                     **kwargs,
                 }
             )
+
+            ### CONCURRENCY-SAFE RPM CHECKS ###
+            rpm_semaphore = self._get_client(
+                deployment=deployment, kwargs=kwargs, client_type="rpm_client"
+            )
+
+            if rpm_semaphore is not None and isinstance(
+                rpm_semaphore, asyncio.Semaphore
+            ):
+                async with rpm_semaphore:
+                    """
+                    - Check rpm limits before making the call
+                    - If allowed, increment the rpm limit (allows global value to be updated, concurrency-safe)
+                    """
+                    await self.async_routing_strategy_pre_call_checks(
+                        deployment=deployment
+                    )
+                    response = await response
+            else:
+                await self.async_routing_strategy_pre_call_checks(deployment=deployment)
+                response = await response
+
             self.success_calls[model_name] += 1
             verbose_router_logger.info(
                 f"litellm.aimage_generation(model={model_name})\033[32m 200 OK\033[0m"
@@ -755,7 +791,7 @@ class Router:
                 model_client = potential_model_client
 
             self.total_calls[model_name] += 1
-            response = await litellm.atranscription(
+            response = litellm.atranscription(
                 **{
                     **data,
                     "file": file,
@@ -764,6 +800,28 @@ class Router:
                     **kwargs,
                 }
             )
+
+            ### CONCURRENCY-SAFE RPM CHECKS ###
+            rpm_semaphore = self._get_client(
+                deployment=deployment, kwargs=kwargs, client_type="rpm_client"
+            )
+
+            if rpm_semaphore is not None and isinstance(
+                rpm_semaphore, asyncio.Semaphore
+            ):
+                async with rpm_semaphore:
+                    """
+                    - Check rpm limits before making the call
+                    - If allowed, increment the rpm limit (allows global value to be updated, concurrency-safe)
+                    """
+                    await self.async_routing_strategy_pre_call_checks(
+                        deployment=deployment
+                    )
+                    response = await response
+            else:
+                await self.async_routing_strategy_pre_call_checks(deployment=deployment)
+                response = await response
+
             self.success_calls[model_name] += 1
             verbose_router_logger.info(
                 f"litellm.atranscription(model={model_name})\033[32m 200 OK\033[0m"
@@ -950,6 +1008,7 @@ class Router:
                 {
                     "deployment": deployment["litellm_params"]["model"],
                     "model_info": deployment.get("model_info", {}),
+                    "api_base": deployment.get("litellm_params", {}).get("api_base"),
                 }
             )
             kwargs["model_info"] = deployment.get("model_info", {})
@@ -977,7 +1036,8 @@ class Router:
             else:
                 model_client = potential_model_client
             self.total_calls[model_name] += 1
-            response = await litellm.atext_completion(
+
+            response = litellm.atext_completion(
                 **{
                     **data,
                     "prompt": prompt,
@@ -987,6 +1047,27 @@ class Router:
                     **kwargs,
                 }
             )
+
+            rpm_semaphore = self._get_client(
+                deployment=deployment, kwargs=kwargs, client_type="rpm_client"
+            )
+
+            if rpm_semaphore is not None and isinstance(
+                rpm_semaphore, asyncio.Semaphore
+            ):
+                async with rpm_semaphore:
+                    """
+                    - Check rpm limits before making the call
+                    - If allowed, increment the rpm limit (allows global value to be updated, concurrency-safe)
+                    """
+                    await self.async_routing_strategy_pre_call_checks(
+                        deployment=deployment
+                    )
+                    response = await response
+            else:
+                await self.async_routing_strategy_pre_call_checks(deployment=deployment)
+                response = await response
+
             self.success_calls[model_name] += 1
             verbose_router_logger.info(
                 f"litellm.atext_completion(model={model_name})\033[32m 200 OK\033[0m"
@@ -1061,6 +1142,10 @@ class Router:
                 model_client = potential_model_client
 
             self.total_calls[model_name] += 1
+
+            ### DEPLOYMENT-SPECIFIC PRE-CALL CHECKS ### (e.g. update rpm pre-call. Raise error, if deployment over limit)
+            self.routing_strategy_pre_call_checks(deployment=deployment)
+
             response = litellm.embedding(
                 **{
                     **data,
@@ -1117,6 +1202,7 @@ class Router:
                 {
                     "deployment": deployment["litellm_params"]["model"],
                     "model_info": deployment.get("model_info", {}),
+                    "api_base": deployment.get("litellm_params", {}).get("api_base"),
                 }
             )
             kwargs["model_info"] = deployment.get("model_info", {})
@@ -1145,7 +1231,7 @@ class Router:
                 model_client = potential_model_client
 
             self.total_calls[model_name] += 1
-            response = await litellm.aembedding(
+            response = litellm.aembedding(
                 **{
                     **data,
                     "input": input,
@@ -1154,6 +1240,28 @@ class Router:
                     **kwargs,
                 }
             )
+
+            ### CONCURRENCY-SAFE RPM CHECKS ###
+            rpm_semaphore = self._get_client(
+                deployment=deployment, kwargs=kwargs, client_type="rpm_client"
+            )
+
+            if rpm_semaphore is not None and isinstance(
+                rpm_semaphore, asyncio.Semaphore
+            ):
+                async with rpm_semaphore:
+                    """
+                    - Check rpm limits before making the call
+                    - If allowed, increment the rpm limit (allows global value to be updated, concurrency-safe)
+                    """
+                    await self.async_routing_strategy_pre_call_checks(
+                        deployment=deployment
+                    )
+                    response = await response
+            else:
+                await self.async_routing_strategy_pre_call_checks(deployment=deployment)
+                response = await response
+
             self.success_calls[model_name] += 1
             verbose_router_logger.info(
                 f"litellm.aembedding(model={model_name})\033[32m 200 OK\033[0m"
@@ -1711,6 +1819,38 @@ class Router:
         verbose_router_logger.debug(f"retrieve cooldown models: {cooldown_models}")
         return cooldown_models
 
+    def routing_strategy_pre_call_checks(self, deployment: dict):
+        """
+        Mimics 'async_routing_strategy_pre_call_checks'
+
+        Ensures consistent update rpm implementation for 'usage-based-routing-v2'
+
+        Returns:
+        - None
+
+        Raises:
+        - Rate Limit Exception - If the deployment is over it's tpm/rpm limits
+        """
+        for _callback in litellm.callbacks:
+            if isinstance(_callback, CustomLogger):
+                response = _callback.pre_call_check(deployment)
+
+    async def async_routing_strategy_pre_call_checks(self, deployment: dict):
+        """
+        For usage-based-routing-v2, enables running rpm checks before the call is made, inside the semaphore.
+
+        -> makes the calls concurrency-safe, when rpm limits are set for a deployment
+
+        Returns:
+        - None
+
+        Raises:
+        - Rate Limit Exception - If the deployment is over it's tpm/rpm limits
+        """
+        for _callback in litellm.callbacks:
+            if isinstance(_callback, CustomLogger):
+                response = await _callback.async_pre_call_check(deployment)
+
     def set_client(self, model: dict):
         """
         - Initializes Azure/OpenAI clients. Stores them in cache, b/c of this - https://github.com/BerriAI/litellm/issues/1278
@@ -2271,11 +2411,19 @@ class Router:
 
         return deployment
 
-    def add_deployment(self, deployment: Deployment):
+    def add_deployment(self, deployment: Deployment) -> Optional[Deployment]:
+        """
+        Parameters:
+        - deployment: Deployment - the deployment to be added to the Router
+
+        Returns:
+        - The added deployment
+        - OR None (if deployment already exists)
+        """
         # check if deployment already exists
 
         if deployment.model_info.id in self.get_model_ids():
-            return
+            return None
 
         # add to model list
         _deployment = deployment.to_json(exclude_none=True)
@@ -2286,7 +2434,30 @@ class Router:
 
         # add to model names
         self.model_names.append(deployment.model_name)
-        return
+        return deployment
+
+    def delete_deployment(self, id: str) -> Optional[Deployment]:
+        """
+        Parameters:
+        - id: str - the id of the deployment to be deleted
+
+        Returns:
+        - The deleted deployment
+        - OR None (if deleted deployment not found)
+        """
+        deployment_idx = None
+        for idx, m in enumerate(self.model_list):
+            if m["model_info"]["id"] == id:
+                deployment_idx = idx
+
+        try:
+            if deployment_idx is not None:
+                item = self.model_list.pop(deployment_idx)
+                return item
+            else:
+                return None
+        except:
+            return None
 
     def get_deployment(self, model_id: str):
         for model in self.model_list:
@@ -2311,6 +2482,48 @@ class Router:
             return self.model_list
         return None
 
+    def get_settings(self):
+        """
+        Get router settings method, returns a dictionary of the settings and their values.
+        For example get the set values for routing_strategy_args, routing_strategy, allowed_fails, cooldown_time, num_retries, timeout, max_retries, retry_after
+        """
+        _all_vars = vars(self)
+        _settings_to_return = {}
+        vars_to_include = [
+            "routing_strategy_args",
+            "routing_strategy",
+            "allowed_fails",
+            "cooldown_time",
+            "num_retries",
+            "timeout",
+            "max_retries",
+            "retry_after",
+        ]
+
+        for var in vars_to_include:
+            if var in _all_vars:
+                _settings_to_return[var] = _all_vars[var]
+        return _settings_to_return
+
+    def update_settings(self, **kwargs):
+        # only the following settings are allowed to be configured
+        _allowed_settings = [
+            "routing_strategy_args",
+            "routing_strategy",
+            "allowed_fails",
+            "cooldown_time",
+            "num_retries",
+            "timeout",
+            "max_retries",
+            "retry_after",
+        ]
+
+        for var in kwargs:
+            if var in _allowed_settings:
+                setattr(self, var, kwargs[var])
+            else:
+                verbose_router_logger.debug("Setting {} is not allowed".format(var))
+
     def _get_client(self, deployment, kwargs, client_type=None):
         """
         Returns the appropriate client based on the given deployment, kwargs, and client_type.
@@ -2626,6 +2839,7 @@ class Router:
         verbose_router_logger.info(
             f"get_available_deployment for model: {model}, Selected deployment: {self.print_deployment(deployment)} for model: {model}"
         )
+
         return deployment
 
     def get_available_deployment(
diff --git a/litellm/router_strategy/lowest_tpm_rpm_v2.py b/litellm/router_strategy/lowest_tpm_rpm_v2.py
index 3babe0345da..4f6364c2ba5 100644
--- a/litellm/router_strategy/lowest_tpm_rpm_v2.py
+++ b/litellm/router_strategy/lowest_tpm_rpm_v2.py
@@ -39,7 +39,81 @@ class LowestTPMLoggingHandler_v2(CustomLogger):
         self.router_cache = router_cache
         self.model_list = model_list
 
-    async def pre_call_rpm_check(self, deployment: dict) -> dict:
+    def pre_call_check(self, deployment: Dict) -> Optional[Dict]:
+        """
+        Pre-call check + update model rpm
+
+        Returns - deployment
+
+        Raises - RateLimitError if deployment over defined RPM limit
+        """
+        try:
+
+            # ------------
+            # Setup values
+            # ------------
+            dt = get_utc_datetime()
+            current_minute = dt.strftime("%H-%M")
+            model_id = deployment.get("model_info", {}).get("id")
+            rpm_key = f"{model_id}:rpm:{current_minute}"
+            local_result = self.router_cache.get_cache(
+                key=rpm_key, local_only=True
+            )  # check local result first
+
+            deployment_rpm = None
+            if deployment_rpm is None:
+                deployment_rpm = deployment.get("rpm")
+            if deployment_rpm is None:
+                deployment_rpm = deployment.get("litellm_params", {}).get("rpm")
+            if deployment_rpm is None:
+                deployment_rpm = deployment.get("model_info", {}).get("rpm")
+            if deployment_rpm is None:
+                deployment_rpm = float("inf")
+
+            if local_result is not None and local_result >= deployment_rpm:
+                raise litellm.RateLimitError(
+                    message="Deployment over defined rpm limit={}. current usage={}".format(
+                        deployment_rpm, local_result
+                    ),
+                    llm_provider="",
+                    model=deployment.get("litellm_params", {}).get("model"),
+                    response=httpx.Response(
+                        status_code=429,
+                        content="{} rpm limit={}. current usage={}".format(
+                            RouterErrors.user_defined_ratelimit_error.value,
+                            deployment_rpm,
+                            local_result,
+                        ),
+                        request=httpx.Request(method="tpm_rpm_limits", url="https://github.com/BerriAI/litellm"),  # type: ignore
+                    ),
+                )
+            else:
+                # if local result below limit, check redis ## prevent unnecessary redis checks
+                result = self.router_cache.increment_cache(key=rpm_key, value=1)
+                if result is not None and result > deployment_rpm:
+                    raise litellm.RateLimitError(
+                        message="Deployment over defined rpm limit={}. current usage={}".format(
+                            deployment_rpm, result
+                        ),
+                        llm_provider="",
+                        model=deployment.get("litellm_params", {}).get("model"),
+                        response=httpx.Response(
+                            status_code=429,
+                            content="{} rpm limit={}. current usage={}".format(
+                                RouterErrors.user_defined_ratelimit_error.value,
+                                deployment_rpm,
+                                result,
+                            ),
+                            request=httpx.Request(method="tpm_rpm_limits", url="https://github.com/BerriAI/litellm"),  # type: ignore
+                        ),
+                    )
+            return deployment
+        except Exception as e:
+            if isinstance(e, litellm.RateLimitError):
+                raise e
+            return deployment  # don't fail calls if eg. redis fails to connect
+
+    async def async_pre_call_check(self, deployment: Dict) -> Optional[Dict]:
         """
         Pre-call check + update model rpm
         - Used inside semaphore
@@ -58,8 +132,8 @@ class LowestTPMLoggingHandler_v2(CustomLogger):
             # ------------
             dt = get_utc_datetime()
             current_minute = dt.strftime("%H-%M")
-            model_group = deployment.get("model_name", "")
-            rpm_key = f"{model_group}:rpm:{current_minute}"
+            model_id = deployment.get("model_info", {}).get("id")
+            rpm_key = f"{model_id}:rpm:{current_minute}"
             local_result = await self.router_cache.async_get_cache(
                 key=rpm_key, local_only=True
             )  # check local result first
@@ -143,26 +217,18 @@ class LowestTPMLoggingHandler_v2(CustomLogger):
                 # Setup values
                 # ------------
                 dt = get_utc_datetime()
-                current_minute = dt.strftime("%H-%M")
-                tpm_key = f"{model_group}:tpm:{current_minute}"
-                rpm_key = f"{model_group}:rpm:{current_minute}"
+                current_minute = dt.strftime(
+                    "%H-%M"
+                )  # use the same timezone regardless of system clock
 
+                tpm_key = f"{id}:tpm:{current_minute}"
                 # ------------
                 # Update usage
                 # ------------
+                # update cache
 
                 ## TPM
-                request_count_dict = self.router_cache.get_cache(key=tpm_key) or {}
-                request_count_dict[id] = request_count_dict.get(id, 0) + total_tokens
-
-                self.router_cache.set_cache(key=tpm_key, value=request_count_dict)
-
-                ## RPM
-                request_count_dict = self.router_cache.get_cache(key=rpm_key) or {}
-                request_count_dict[id] = request_count_dict.get(id, 0) + 1
-
-                self.router_cache.set_cache(key=rpm_key, value=request_count_dict)
-
+                self.router_cache.increment_cache(key=tpm_key, value=total_tokens)
                 ### TESTING ###
                 if self.test_flag:
                     self.logged_success += 1
@@ -254,21 +320,26 @@ class LowestTPMLoggingHandler_v2(CustomLogger):
             for deployment in healthy_deployments:
                 tpm_dict[deployment["model_info"]["id"]] = 0
         else:
+            dt = get_utc_datetime()
+            current_minute = dt.strftime(
+                "%H-%M"
+            )  # use the same timezone regardless of system clock
+
             for d in healthy_deployments:
                 ## if healthy deployment not yet used
-                if d["model_info"]["id"] not in tpm_dict:
-                    tpm_dict[d["model_info"]["id"]] = 0
+                tpm_key = f"{d['model_info']['id']}:tpm:{current_minute}"
+                if tpm_key not in tpm_dict or tpm_dict[tpm_key] is None:
+                    tpm_dict[tpm_key] = 0
 
         all_deployments = tpm_dict
-
         deployment = None
         for item, item_tpm in all_deployments.items():
             ## get the item from model list
             _deployment = None
+            item = item.split(":")[0]
             for m in healthy_deployments:
                 if item == m["model_info"]["id"]:
                     _deployment = m
-
             if _deployment is None:
                 continue  # skip to next one
 
@@ -291,7 +362,6 @@ class LowestTPMLoggingHandler_v2(CustomLogger):
                 _deployment_rpm = _deployment.get("model_info", {}).get("rpm")
             if _deployment_rpm is None:
                 _deployment_rpm = float("inf")
-
             if item_tpm + input_tokens > _deployment_tpm:
                 continue
             elif (rpm_dict is not None and item in rpm_dict) and (
diff --git a/litellm/tests/test_amazing_vertex_completion.py b/litellm/tests/test_amazing_vertex_completion.py
index f923339c09c..a27edd06f4d 100644
--- a/litellm/tests/test_amazing_vertex_completion.py
+++ b/litellm/tests/test_amazing_vertex_completion.py
@@ -145,30 +145,35 @@ def test_vertex_ai_anthropic():
 #     reason="Local test. Vertex AI Quota is low. Leads to rate limit errors on ci/cd."
 # )
 def test_vertex_ai_anthropic_streaming():
-    # load_vertex_ai_credentials()
+    try:
+        # load_vertex_ai_credentials()
 
-    # litellm.set_verbose = True
+        # litellm.set_verbose = True
 
-    model = "claude-3-sonnet@20240229"
+        model = "claude-3-sonnet@20240229"
 
-    vertex_ai_project = "adroit-crow-413218"
-    vertex_ai_location = "asia-southeast1"
-    json_obj = get_vertex_ai_creds_json()
-    vertex_credentials = json.dumps(json_obj)
+        vertex_ai_project = "adroit-crow-413218"
+        vertex_ai_location = "asia-southeast1"
+        json_obj = get_vertex_ai_creds_json()
+        vertex_credentials = json.dumps(json_obj)
 
-    response = completion(
-        model="vertex_ai/" + model,
-        messages=[{"role": "user", "content": "hi"}],
-        temperature=0.7,
-        vertex_ai_project=vertex_ai_project,
-        vertex_ai_location=vertex_ai_location,
-        stream=True,
-    )
-    # print("\nModel Response", response)
-    for chunk in response:
-        print(f"chunk: {chunk}")
+        response = completion(
+            model="vertex_ai/" + model,
+            messages=[{"role": "user", "content": "hi"}],
+            temperature=0.7,
+            vertex_ai_project=vertex_ai_project,
+            vertex_ai_location=vertex_ai_location,
+            stream=True,
+        )
+        # print("\nModel Response", response)
+        for chunk in response:
+            print(f"chunk: {chunk}")
 
     # raise Exception("it worked!")
+    except litellm.RateLimitError as e:
+        pass
+    except Exception as e:
+        pytest.fail(f"Error occurred: {e}")
 
 
 # test_vertex_ai_anthropic_streaming()
@@ -180,23 +185,28 @@ def test_vertex_ai_anthropic_streaming():
 @pytest.mark.asyncio
 async def test_vertex_ai_anthropic_async():
     # load_vertex_ai_credentials()
+    try:
 
-    model = "claude-3-sonnet@20240229"
+        model = "claude-3-sonnet@20240229"
 
-    vertex_ai_project = "adroit-crow-413218"
-    vertex_ai_location = "asia-southeast1"
-    json_obj = get_vertex_ai_creds_json()
-    vertex_credentials = json.dumps(json_obj)
+        vertex_ai_project = "adroit-crow-413218"
+        vertex_ai_location = "asia-southeast1"
+        json_obj = get_vertex_ai_creds_json()
+        vertex_credentials = json.dumps(json_obj)
 
-    response = await acompletion(
-        model="vertex_ai/" + model,
-        messages=[{"role": "user", "content": "hi"}],
-        temperature=0.7,
-        vertex_ai_project=vertex_ai_project,
-        vertex_ai_location=vertex_ai_location,
-        vertex_credentials=vertex_credentials,
-    )
-    print(f"Model Response: {response}")
+        response = await acompletion(
+            model="vertex_ai/" + model,
+            messages=[{"role": "user", "content": "hi"}],
+            temperature=0.7,
+            vertex_ai_project=vertex_ai_project,
+            vertex_ai_location=vertex_ai_location,
+            vertex_credentials=vertex_credentials,
+        )
+        print(f"Model Response: {response}")
+    except litellm.RateLimitError as e:
+        pass
+    except Exception as e:
+        pytest.fail(f"Error occurred: {e}")
 
 
 # asyncio.run(test_vertex_ai_anthropic_async())
@@ -208,26 +218,31 @@ async def test_vertex_ai_anthropic_async():
 @pytest.mark.asyncio
 async def test_vertex_ai_anthropic_async_streaming():
     # load_vertex_ai_credentials()
-    litellm.set_verbose = True
-    model = "claude-3-sonnet@20240229"
+    try:
+        litellm.set_verbose = True
+        model = "claude-3-sonnet@20240229"
 
-    vertex_ai_project = "adroit-crow-413218"
-    vertex_ai_location = "asia-southeast1"
-    json_obj = get_vertex_ai_creds_json()
-    vertex_credentials = json.dumps(json_obj)
+        vertex_ai_project = "adroit-crow-413218"
+        vertex_ai_location = "asia-southeast1"
+        json_obj = get_vertex_ai_creds_json()
+        vertex_credentials = json.dumps(json_obj)
 
-    response = await acompletion(
-        model="vertex_ai/" + model,
-        messages=[{"role": "user", "content": "hi"}],
-        temperature=0.7,
-        vertex_ai_project=vertex_ai_project,
-        vertex_ai_location=vertex_ai_location,
-        vertex_credentials=vertex_credentials,
-        stream=True,
-    )
+        response = await acompletion(
+            model="vertex_ai/" + model,
+            messages=[{"role": "user", "content": "hi"}],
+            temperature=0.7,
+            vertex_ai_project=vertex_ai_project,
+            vertex_ai_location=vertex_ai_location,
+            vertex_credentials=vertex_credentials,
+            stream=True,
+        )
 
-    async for chunk in response:
-        print(f"chunk: {chunk}")
+        async for chunk in response:
+            print(f"chunk: {chunk}")
+    except litellm.RateLimitError as e:
+        pass
+    except Exception as e:
+        pytest.fail(f"Error occurred: {e}")
 
 
 # asyncio.run(test_vertex_ai_anthropic_async_streaming())
@@ -553,7 +568,12 @@ def test_gemini_pro_function_calling():
         }
     ]
 
-    messages = [{"role": "user", "content": "What's the weather like in Boston today?"}]
+    messages = [
+        {
+            "role": "user",
+            "content": "What's the weather like in Boston today in fahrenheit?",
+        }
+    ]
     completion = litellm.completion(
         model="gemini-pro", messages=messages, tools=tools, tool_choice="auto"
     )
@@ -586,7 +606,10 @@ def test_gemini_pro_function_calling():
             }
         ]
         messages = [
-            {"role": "user", "content": "What's the weather like in Boston today?"}
+            {
+                "role": "user",
+                "content": "What's the weather like in Boston today in fahrenheit?",
+            }
         ]
         completion = litellm.completion(
             model="gemini-pro", messages=messages, tools=tools, tool_choice="auto"
@@ -594,6 +617,8 @@ def test_gemini_pro_function_calling():
         print(f"completion: {completion}")
         assert completion.choices[0].message.content is None
         assert len(completion.choices[0].message.tool_calls) == 1
+    except litellm.APIError as e:
+        pass
     except litellm.RateLimitError as e:
         pass
     except Exception as e:
@@ -629,7 +654,12 @@ def test_gemini_pro_function_calling_streaming():
             },
         }
     ]
-    messages = [{"role": "user", "content": "What's the weather like in Boston today?"}]
+    messages = [
+        {
+            "role": "user",
+            "content": "What's the weather like in Boston today in fahrenheit?",
+        }
+    ]
     try:
         completion = litellm.completion(
             model="gemini-pro",
@@ -643,6 +673,8 @@ def test_gemini_pro_function_calling_streaming():
         # assert len(completion.choices[0].message.tool_calls) == 1
         for chunk in completion:
             print(f"chunk: {chunk}")
+    except litellm.APIError as e:
+        pass
     except litellm.RateLimitError as e:
         pass
 
@@ -675,7 +707,10 @@ async def test_gemini_pro_async_function_calling():
             }
         ]
         messages = [
-            {"role": "user", "content": "What's the weather like in Boston today?"}
+            {
+                "role": "user",
+                "content": "What's the weather like in Boston today in fahrenheit?",
+            }
         ]
         completion = await litellm.acompletion(
             model="gemini-pro", messages=messages, tools=tools, tool_choice="auto"
@@ -683,6 +718,8 @@ async def test_gemini_pro_async_function_calling():
         print(f"completion: {completion}")
         assert completion.choices[0].message.content is None
         assert len(completion.choices[0].message.tool_calls) == 1
+    except litellm.APIError as e:
+        pass
     except litellm.RateLimitError as e:
         pass
     except Exception as e:
diff --git a/litellm/tests/test_banned_keyword_list.py b/litellm/tests/test_banned_keyword_list.py
index f8804df9af3..54d8852e89d 100644
--- a/litellm/tests/test_banned_keyword_list.py
+++ b/litellm/tests/test_banned_keyword_list.py
@@ -19,7 +19,7 @@ from litellm.proxy.enterprise.enterprise_hooks.banned_keywords import (
     _ENTERPRISE_BannedKeywords,
 )
 from litellm import Router, mock_completion
-from litellm.proxy.utils import ProxyLogging
+from litellm.proxy.utils import ProxyLogging, hash_token
 from litellm.proxy._types import UserAPIKeyAuth
 from litellm.caching import DualCache
 
@@ -36,6 +36,7 @@ async def test_banned_keywords_check():
     banned_keywords_obj = _ENTERPRISE_BannedKeywords()
 
     _api_key = "sk-12345"
+    _api_key = hash_token("sk-12345")
     user_api_key_dict = UserAPIKeyAuth(api_key=_api_key)
     local_cache = DualCache()
 
diff --git a/litellm/tests/test_bedrock_completion.py b/litellm/tests/test_bedrock_completion.py
index 6827bc570c3..4b1781cd935 100644
--- a/litellm/tests/test_bedrock_completion.py
+++ b/litellm/tests/test_bedrock_completion.py
@@ -252,7 +252,10 @@ def test_bedrock_claude_3_tool_calling():
             }
         ]
         messages = [
-            {"role": "user", "content": "What's the weather like in Boston today?"}
+            {
+                "role": "user",
+                "content": "What's the weather like in Boston today in fahrenheit?",
+            }
         ]
         response: ModelResponse = completion(
             model="bedrock/anthropic.claude-3-sonnet-20240229-v1:0",
diff --git a/litellm/tests/test_blocked_user_list.py b/litellm/tests/test_blocked_user_list.py
index d3f9f6a1a32..3c277a2d48d 100644
--- a/litellm/tests/test_blocked_user_list.py
+++ b/litellm/tests/test_blocked_user_list.py
@@ -20,7 +20,7 @@ from litellm.proxy.enterprise.enterprise_hooks.blocked_user_list import (
     _ENTERPRISE_BlockedUserList,
 )
 from litellm import Router, mock_completion
-from litellm.proxy.utils import ProxyLogging
+from litellm.proxy.utils import ProxyLogging, hash_token
 from litellm.proxy._types import UserAPIKeyAuth
 from litellm.caching import DualCache
 from litellm.proxy.utils import PrismaClient, ProxyLogging, hash_token
@@ -106,6 +106,7 @@ async def test_block_user_check(prisma_client):
     )
 
     _api_key = "sk-12345"
+    _api_key = hash_token("sk-12345")
     user_api_key_dict = UserAPIKeyAuth(api_key=_api_key)
     local_cache = DualCache()
 
diff --git a/litellm/tests/test_completion.py b/litellm/tests/test_completion.py
index cbadb23c5da..fff34642543 100644
--- a/litellm/tests/test_completion.py
+++ b/litellm/tests/test_completion.py
@@ -33,6 +33,22 @@ def reset_callbacks():
     litellm.callbacks = []
 
 
+@pytest.mark.skip(reason="Local test")
+def test_response_model_none():
+    """
+    Addresses - https://github.com/BerriAI/litellm/issues/2972
+    """
+    x = completion(
+        model="mymodel",
+        custom_llm_provider="openai",
+        messages=[{"role": "user", "content": "Hello!"}],
+        api_base="http://0.0.0.0:8080",
+        api_key="my-api-key",
+    )
+    print(f"x: {x}")
+    assert isinstance(x, litellm.ModelResponse)
+
+
 def test_completion_custom_provider_model_name():
     try:
         litellm.cache = None
@@ -167,7 +183,12 @@ def test_completion_claude_3_function_call():
             },
         }
     ]
-    messages = [{"role": "user", "content": "What's the weather like in Boston today?"}]
+    messages = [
+        {
+            "role": "user",
+            "content": "What's the weather like in Boston today in Fahrenheit?",
+        }
+    ]
     try:
         # test without max tokens
         response = completion(
@@ -376,7 +397,12 @@ def test_completion_claude_3_function_plus_image():
     ]
 
     tool_choice = {"type": "function", "function": {"name": "get_current_weather"}}
-    messages = [{"role": "user", "content": "What's the weather like in Boston today?"}]
+    messages = [
+        {
+            "role": "user",
+            "content": "What's the weather like in Boston today in Fahrenheit?",
+        }
+    ]
 
     response = completion(
         model="claude-3-sonnet-20240229",
@@ -389,6 +415,51 @@ def test_completion_claude_3_function_plus_image():
     print(response)
 
 
+def test_completion_azure_mistral_large_function_calling():
+    """
+    This primarily tests if the 'Function()' pydantic object correctly handles argument param passed in as a dict vs. string
+    """
+    litellm.set_verbose = True
+    tools = [
+        {
+            "type": "function",
+            "function": {
+                "name": "get_current_weather",
+                "description": "Get the current weather in a given location",
+                "parameters": {
+                    "type": "object",
+                    "properties": {
+                        "location": {
+                            "type": "string",
+                            "description": "The city and state, e.g. San Francisco, CA",
+                        },
+                        "unit": {"type": "string", "enum": ["celsius", "fahrenheit"]},
+                    },
+                    "required": ["location"],
+                },
+            },
+        }
+    ]
+    messages = [
+        {
+            "role": "user",
+            "content": "What's the weather like in Boston today in Fahrenheit?",
+        }
+    ]
+    response = completion(
+        model="azure/mistral-large-latest",
+        api_base=os.getenv("AZURE_MISTRAL_API_BASE"),
+        api_key=os.getenv("AZURE_MISTRAL_API_KEY"),
+        messages=messages,
+        tools=tools,
+        tool_choice="auto",
+    )
+    # Add any assertions, here to check response args
+    print(response)
+    assert isinstance(response.choices[0].message.tool_calls[0].function.name, str)
+    assert isinstance(response.choices[0].message.tool_calls[0].function.arguments, str)
+
+
 def test_completion_mistral_api():
     try:
         litellm.set_verbose = True
diff --git a/litellm/tests/test_config.py b/litellm/tests/test_config.py
new file mode 100644
index 00000000000..34dde4cdb48
--- /dev/null
+++ b/litellm/tests/test_config.py
@@ -0,0 +1,168 @@
+# What is this?
+## Unit tests for ProxyConfig class
+
+
+import sys, os
+import traceback
+from dotenv import load_dotenv
+
+load_dotenv()
+import os, io
+
+sys.path.insert(
+    0, os.path.abspath("../..")
+)  # Adds the parent directory to the, system path
+import pytest, litellm
+from pydantic import BaseModel
+from litellm.proxy.proxy_server import ProxyConfig
+from litellm.proxy.utils import encrypt_value
+from litellm.types.router import Deployment, LiteLLM_Params, ModelInfo
+
+
+class DBModel(BaseModel):
+    model_id: str
+    model_name: str
+    model_info: dict
+    litellm_params: dict
+
+
+@pytest.mark.asyncio
+async def test_delete_deployment():
+    """
+    - Ensure the global llm router is not being reset
+    - Ensure invalid model is deleted
+    - Check if model id != model_info["id"], the model_info["id"] is picked
+    """
+    import base64
+
+    litellm_params = LiteLLM_Params(
+        model="azure/chatgpt-v-2",
+        api_key=os.getenv("AZURE_API_KEY"),
+        api_base=os.getenv("AZURE_API_BASE"),
+        api_version=os.getenv("AZURE_API_VERSION"),
+    )
+    encrypted_litellm_params = litellm_params.dict(exclude_none=True)
+
+    master_key = "sk-1234"
+
+    setattr(litellm.proxy.proxy_server, "master_key", master_key)
+
+    for k, v in encrypted_litellm_params.items():
+        if isinstance(v, str):
+            encrypted_value = encrypt_value(v, master_key)
+            encrypted_litellm_params[k] = base64.b64encode(encrypted_value).decode(
+                "utf-8"
+            )
+
+    deployment = Deployment(model_name="gpt-3.5-turbo", litellm_params=litellm_params)
+    deployment_2 = Deployment(
+        model_name="gpt-3.5-turbo-2", litellm_params=litellm_params
+    )
+
+    llm_router = litellm.Router(
+        model_list=[
+            deployment.to_json(exclude_none=True),
+            deployment_2.to_json(exclude_none=True),
+        ]
+    )
+    setattr(litellm.proxy.proxy_server, "llm_router", llm_router)
+    print(f"llm_router: {llm_router}")
+
+    pc = ProxyConfig()
+
+    db_model = DBModel(
+        model_id=deployment.model_info.id,
+        model_name="gpt-3.5-turbo",
+        litellm_params=encrypted_litellm_params,
+        model_info={"id": deployment.model_info.id},
+    )
+
+    db_models = [db_model]
+    deleted_deployments = await pc._delete_deployment(db_models=db_models)
+
+    assert deleted_deployments == 1
+    assert len(llm_router.model_list) == 1
+
+    """
+    Scenario 2 - if model id != model_info["id"]
+    """
+
+    llm_router = litellm.Router(
+        model_list=[
+            deployment.to_json(exclude_none=True),
+            deployment_2.to_json(exclude_none=True),
+        ]
+    )
+    print(f"llm_router: {llm_router}")
+    setattr(litellm.proxy.proxy_server, "llm_router", llm_router)
+    pc = ProxyConfig()
+
+    db_model = DBModel(
+        model_id="12340523",
+        model_name="gpt-3.5-turbo",
+        litellm_params=encrypted_litellm_params,
+        model_info={"id": deployment.model_info.id},
+    )
+
+    db_models = [db_model]
+    deleted_deployments = await pc._delete_deployment(db_models=db_models)
+
+    assert deleted_deployments == 1
+    assert len(llm_router.model_list) == 1
+
+
+@pytest.mark.asyncio
+async def test_add_existing_deployment():
+    """
+    - Only add new models
+    - don't re-add existing models
+    """
+    import base64
+
+    litellm_params = LiteLLM_Params(
+        model="gpt-3.5-turbo",
+        api_key=os.getenv("AZURE_API_KEY"),
+        api_base=os.getenv("AZURE_API_BASE"),
+        api_version=os.getenv("AZURE_API_VERSION"),
+    )
+    deployment = Deployment(model_name="gpt-3.5-turbo", litellm_params=litellm_params)
+    deployment_2 = Deployment(
+        model_name="gpt-3.5-turbo-2", litellm_params=litellm_params
+    )
+
+    llm_router = litellm.Router(
+        model_list=[
+            deployment.to_json(exclude_none=True),
+            deployment_2.to_json(exclude_none=True),
+        ]
+    )
+    print(f"llm_router: {llm_router}")
+    master_key = "sk-1234"
+    setattr(litellm.proxy.proxy_server, "llm_router", llm_router)
+    setattr(litellm.proxy.proxy_server, "master_key", master_key)
+    pc = ProxyConfig()
+
+    encrypted_litellm_params = litellm_params.dict(exclude_none=True)
+
+    for k, v in encrypted_litellm_params.items():
+        if isinstance(v, str):
+            encrypted_value = encrypt_value(v, master_key)
+            encrypted_litellm_params[k] = base64.b64encode(encrypted_value).decode(
+                "utf-8"
+            )
+    db_model = DBModel(
+        model_id=deployment.model_info.id,
+        model_name="gpt-3.5-turbo",
+        litellm_params=encrypted_litellm_params,
+        model_info={"id": deployment.model_info.id},
+    )
+
+    db_models = [db_model]
+    num_added = pc._add_deployment(db_models=db_models)
+
+    assert num_added == 0
+
+
+@pytest.mark.asyncio
+async def test_add_and_delete_deployments():
+    pass
diff --git a/litellm/tests/test_custom_logger.py b/litellm/tests/test_custom_logger.py
index 0b85b463ce3..347fb57ba6c 100644
--- a/litellm/tests/test_custom_logger.py
+++ b/litellm/tests/test_custom_logger.py
@@ -412,7 +412,7 @@ async def test_cost_tracking_with_caching():
     """
     from litellm import Cache
 
-    litellm.set_verbose = False
+    litellm.set_verbose = True
     litellm.cache = Cache(
         type="redis",
         host=os.environ["REDIS_HOST"],
diff --git a/litellm/tests/test_exceptions.py b/litellm/tests/test_exceptions.py
index 13ad42b503c..2e0d79f16de 100644
--- a/litellm/tests/test_exceptions.py
+++ b/litellm/tests/test_exceptions.py
@@ -536,6 +536,55 @@ def test_completion_openai_api_key_exception():
 
 # tesy_async_acompletion()
 
+
+def test_router_completion_vertex_exception():
+    try:
+        import litellm
+
+        litellm.set_verbose = True
+        router = litellm.Router(
+            model_list=[
+                {
+                    "model_name": "vertex-gemini-pro",
+                    "litellm_params": {
+                        "model": "vertex_ai/gemini-pro",
+                        "api_key": "good-morning",
+                    },
+                },
+            ]
+        )
+        response = router.completion(
+            model="vertex-gemini-pro",
+            messages=[{"role": "user", "content": "hello"}],
+            vertex_project="bad-project",
+        )
+        pytest.fail("Request should have failed - bad api key")
+    except Exception as e:
+        print("exception: ", e)
+        assert "model: vertex_ai/gemini-pro" in str(e)
+        assert "model_group: vertex-gemini-pro" in str(e)
+        assert "deployment: vertex_ai/gemini-pro" in str(e)
+
+
+def test_litellm_completion_vertex_exception():
+    try:
+        import litellm
+
+        litellm.set_verbose = True
+        response = completion(
+            model="vertex_ai/gemini-pro",
+            api_key="good-morning",
+            messages=[{"role": "user", "content": "hello"}],
+            vertex_project="bad-project",
+        )
+        pytest.fail("Request should have failed - bad api key")
+    except Exception as e:
+        print("exception: ", e)
+        assert "model: vertex_ai/gemini-pro" in str(e)
+        assert "model_group" not in str(e)
+        assert "deployment" not in str(e)
+
+
 # # test_invalid_request_error(model="command-nightly")
 # # Test 3: Rate Limit Errors
 # def test_model_call(model):
diff --git a/litellm/tests/test_function_calling.py b/litellm/tests/test_function_calling.py
index 2a815edc8e0..f76a082f60e 100644
--- a/litellm/tests/test_function_calling.py
+++ b/litellm/tests/test_function_calling.py
@@ -266,47 +266,50 @@ def test_groq_parallel_function_call():
         )
         print("Response\n", response)
         response_message = response.choices[0].message
-        tool_calls = response_message.tool_calls
+        if hasattr(response_message, "tool_calls"):
+            tool_calls = response_message.tool_calls
 
-        assert isinstance(response.choices[0].message.tool_calls[0].function.name, str)
-        assert isinstance(
-            response.choices[0].message.tool_calls[0].function.arguments, str
-        )
+            assert isinstance(
+                response.choices[0].message.tool_calls[0].function.name, str
+            )
+            assert isinstance(
+                response.choices[0].message.tool_calls[0].function.arguments, str
+            )
 
-        print("length of tool calls", len(tool_calls))
+            print("length of tool calls", len(tool_calls))
 
-        # Step 2: check if the model wanted to call a function
-        if tool_calls:
-            # Step 3: call the function
-            # Note: the JSON response may not always be valid; be sure to handle errors
-            available_functions = {
-                "get_current_weather": get_current_weather,
-            }  # only one function in this example, but you can have multiple
-            messages.append(
-                response_message
-            )  # extend conversation with assistant's reply
-            print("Response message\n", response_message)
-            # Step 4: send the info for each function call and function response to the model
-            for tool_call in tool_calls:
-                function_name = tool_call.function.name
-                function_to_call = available_functions[function_name]
-                function_args = json.loads(tool_call.function.arguments)
-                function_response = function_to_call(
-                    location=function_args.get("location"),
-                    unit=function_args.get("unit"),
-                )
+            # Step 2: check if the model wanted to call a function
+            if tool_calls:
+                # Step 3: call the function
+                # Note: the JSON response may not always be valid; be sure to handle errors
+                available_functions = {
+                    "get_current_weather": get_current_weather,
+                }  # only one function in this example, but you can have multiple
                 messages.append(
-                    {
-                        "tool_call_id": tool_call.id,
-                        "role": "tool",
-                        "name": function_name,
-                        "content": function_response,
-                    }
-                )  # extend conversation with function response
-            print(f"messages: {messages}")
-            second_response = litellm.completion(
-                model="groq/llama2-70b-4096", messages=messages
-            )  # get a new response from the model where it can see the function response
-            print("second response\n", second_response)
+                    response_message
+                )  # extend conversation with assistant's reply
+                print("Response message\n", response_message)
+                # Step 4: send the info for each function call and function response to the model
+                for tool_call in tool_calls:
+                    function_name = tool_call.function.name
+                    function_to_call = available_functions[function_name]
+                    function_args = json.loads(tool_call.function.arguments)
+                    function_response = function_to_call(
+                        location=function_args.get("location"),
+                        unit=function_args.get("unit"),
+                    )
+                    messages.append(
+                        {
+                            "tool_call_id": tool_call.id,
+                            "role": "tool",
+                            "name": function_name,
+                            "content": function_response,
+                        }
+                    )  # extend conversation with function response
+                print(f"messages: {messages}")
+                second_response = litellm.completion(
+                    model="groq/llama2-70b-4096", messages=messages
+                )  # get a new response from the model where it can see the function response
+                print("second response\n", second_response)
     except Exception as e:
         pytest.fail(f"Error occurred: {e}")
diff --git a/litellm/tests/test_function_setup.py b/litellm/tests/test_function_setup.py
new file mode 100644
index 00000000000..4be36bacca0
--- /dev/null
+++ b/litellm/tests/test_function_setup.py
@@ -0,0 +1,33 @@
+# What is this?
+## Unit tests for the 'function_setup()' function
+import sys, os
+import traceback
+from dotenv import load_dotenv
+
+load_dotenv()
+import os, io
+
+sys.path.insert(
+    0, os.path.abspath("../..")
+)  # Adds the parent directory to the, system path
+import pytest, uuid
+from litellm.utils import function_setup, Rules
+from datetime import datetime
+
+
+def test_empty_content():
+    """
+    Make a chat completions request with empty content -> expect this to work
+    """
+    rules_obj = Rules()
+
+    def completion():
+        pass
+
+    function_setup(
+        original_function=completion,
+        rules_obj=rules_obj,
+        start_time=datetime.now(),
+        messages=[],
+        litellm_call_id=str(uuid.uuid4()),
+    )
diff --git a/litellm/tests/test_get_model_info.py b/litellm/tests/test_get_model_info.py
new file mode 100644
index 00000000000..ec6843df80b
--- /dev/null
+++ b/litellm/tests/test_get_model_info.py
@@ -0,0 +1,25 @@
+# What is this?
+## Unit testing for the 'get_model_info()' function
+import os, sys, traceback
+
+sys.path.insert(
+    0, os.path.abspath("../..")
+)  # Adds the parent directory to the system path
+import litellm
+from litellm import get_model_info
+
+
+def test_get_model_info_simple_model_name():
+    """
+    tests if model name given, and model exists in model info - the object is returned
+    """
+    model = "claude-3-opus-20240229"
+    litellm.get_model_info(model)
+
+
+def test_get_model_info_custom_llm_with_model_name():
+    """
+    Tests if {custom_llm_provider}/{model_name} name given, and model exists in model info, the object is returned
+    """
+    model = "anthropic/claude-3-opus-20240229"
+    litellm.get_model_info(model)
diff --git a/litellm/tests/test_key_generate_prisma.py b/litellm/tests/test_key_generate_prisma.py
index 683927ca92b..fdb7649d520 100644
--- a/litellm/tests/test_key_generate_prisma.py
+++ b/litellm/tests/test_key_generate_prisma.py
@@ -108,6 +108,35 @@ def prisma_client():
     return prisma_client
 
 
+@pytest.mark.asyncio()
+async def test_new_user_response(prisma_client):
+    try:
+
+        print("prisma client=", prisma_client)
+
+        setattr(litellm.proxy.proxy_server, "prisma_client", prisma_client)
+        setattr(litellm.proxy.proxy_server, "master_key", "sk-1234")
+
+        await litellm.proxy.proxy_server.prisma_client.connect()
+        from litellm.proxy.proxy_server import user_api_key_cache
+
+        _response = await new_user(
+            data=NewUserRequest(
+                models=["azure-gpt-3.5"],
+                team_id="ishaans-special-team",
+                tpm_limit=20,
+            )
+        )
+        print(_response)
+        assert _response.models == ["azure-gpt-3.5"]
+        assert _response.team_id == "ishaans-special-team"
+        assert _response.tpm_limit == 20
+
+    except Exception as e:
+        print("Got Exception", e)
+        pytest.fail(f"Got exception {e}")
+
+
 def test_generate_and_call_with_valid_key(prisma_client):
     # 1. Generate a Key, and use it to make a call
 
@@ -1525,7 +1554,7 @@ async def test_view_spend_per_user(prisma_client):
         first_user = user_by_spend[0]
 
         print("\nfirst_user=", first_user)
-        assert first_user.spend > 0
+        assert first_user["spend"] > 0
     except Exception as e:
         print("Got Exception", e)
         pytest.fail(f"Got exception {e}")
@@ -1558,11 +1587,12 @@ async def test_key_name_null(prisma_client):
     """
     setattr(litellm.proxy.proxy_server, "prisma_client", prisma_client)
     setattr(litellm.proxy.proxy_server, "master_key", "sk-1234")
-    setattr(litellm.proxy.proxy_server, "general_settings", {"allow_user_auth": False})
+    os.environ["DISABLE_KEY_NAME"] = "True"
     await litellm.proxy.proxy_server.prisma_client.connect()
     try:
         request = GenerateKeyRequest()
         key = await generate_key_fn(request)
+        print("generated key=", key)
         generated_key = key.key
         result = await info_key_fn(key=generated_key)
         print("result from info_key_fn", result)
@@ -1570,6 +1600,8 @@ async def test_key_name_null(prisma_client):
     except Exception as e:
         print("Got Exception", e)
         pytest.fail(f"Got exception {e}")
+    finally:
+        os.environ["DISABLE_KEY_NAME"] = "False"
 
 
 @pytest.mark.asyncio()
@@ -1893,3 +1925,46 @@ async def test_proxy_load_test_db(prisma_client):
         raise Exception(f"it worked! key={key.key}")
     except Exception as e:
         pytest.fail(f"An exception occurred - {str(e)}")
+
+
+@pytest.mark.asyncio()
+async def test_master_key_hashing(prisma_client):
+    try:
+
+        print("prisma client=", prisma_client)
+
+        master_key = "sk-1234"
+
+        setattr(litellm.proxy.proxy_server, "prisma_client", prisma_client)
+        setattr(litellm.proxy.proxy_server, "master_key", master_key)
+
+        await litellm.proxy.proxy_server.prisma_client.connect()
+        from litellm.proxy.proxy_server import user_api_key_cache
+
+        _response = await new_user(
+            data=NewUserRequest(
+                models=["azure-gpt-3.5"],
+                team_id="ishaans-special-team",
+                tpm_limit=20,
+            )
+        )
+        print(_response)
+        assert _response.models == ["azure-gpt-3.5"]
+        assert _response.team_id == "ishaans-special-team"
+        assert _response.tpm_limit == 20
+
+        bearer_token = "Bearer " + master_key
+
+        request = Request(scope={"type": "http"})
+        request._url = URL(url="/chat/completions")
+
+        # use generated key to auth in
+        result: UserAPIKeyAuth = await user_api_key_auth(
+            request=request, api_key=bearer_token
+        )
+
+        assert result.api_key == hash_token(master_key)
+
+    except Exception as e:
+        print("Got Exception", e)
+        pytest.fail(f"Got exception {e}")
diff --git a/litellm/tests/test_llm_guard.py b/litellm/tests/test_llm_guard.py
index 97e8fd0ac18..4775e065d9a 100644
--- a/litellm/tests/test_llm_guard.py
+++ b/litellm/tests/test_llm_guard.py
@@ -18,7 +18,7 @@ import pytest
 import litellm
 from litellm.proxy.enterprise.enterprise_hooks.llm_guard import _ENTERPRISE_LLMGuard
 from litellm import Router, mock_completion
-from litellm.proxy.utils import ProxyLogging
+from litellm.proxy.utils import ProxyLogging, hash_token
 from litellm.proxy._types import UserAPIKeyAuth
 from litellm.caching import DualCache
 
@@ -40,6 +40,7 @@ async def test_llm_guard_valid_response():
     )
 
     _api_key = "sk-12345"
+    _api_key = hash_token("sk-12345")
     user_api_key_dict = UserAPIKeyAuth(api_key=_api_key)
     local_cache = DualCache()
 
@@ -76,6 +77,7 @@ async def test_llm_guard_error_raising():
     )
 
     _api_key = "sk-12345"
+    _api_key = hash_token("sk-12345")
     user_api_key_dict = UserAPIKeyAuth(api_key=_api_key)
     local_cache = DualCache()
 
diff --git a/litellm/tests/test_max_tpm_rpm_limiter.py b/litellm/tests/test_max_tpm_rpm_limiter.py
index a906e2f8adf..fbaf30c5913 100644
--- a/litellm/tests/test_max_tpm_rpm_limiter.py
+++ b/litellm/tests/test_max_tpm_rpm_limiter.py
@@ -16,7 +16,7 @@ sys.path.insert(
 import pytest
 import litellm
 from litellm import Router
-from litellm.proxy.utils import ProxyLogging
+from litellm.proxy.utils import ProxyLogging, hash_token
 from litellm.proxy._types import UserAPIKeyAuth
 from litellm.caching import DualCache, RedisCache
 from litellm.proxy.hooks.tpm_rpm_limiter import _PROXY_MaxTPMRPMLimiter
@@ -29,7 +29,7 @@ async def test_pre_call_hook_rpm_limits():
     Test if error raised on hitting rpm limits
     """
     litellm.set_verbose = True
-    _api_key = "sk-12345"
+    _api_key = hash_token("sk-12345")
     user_api_key_dict = UserAPIKeyAuth(api_key=_api_key, tpm_limit=9, rpm_limit=1)
     local_cache = DualCache()
     # redis_usage_cache = RedisCache()
@@ -87,6 +87,7 @@ async def test_pre_call_hook_team_rpm_limits(
         "team_id": _team_id,
     }
     user_api_key_dict = UserAPIKeyAuth(**_user_api_key_dict)  # type: ignore
+    _api_key = hash_token(_api_key)
     local_cache = DualCache()
     local_cache.set_cache(key=_api_key, value=_user_api_key_dict)
     internal_cache = DualCache(redis_cache=_redis_usage_cache)
diff --git a/litellm/tests/test_parallel_request_limiter.py b/litellm/tests/test_parallel_request_limiter.py
index 627e395cf84..d0a28926e8e 100644
--- a/litellm/tests/test_parallel_request_limiter.py
+++ b/litellm/tests/test_parallel_request_limiter.py
@@ -15,7 +15,7 @@ sys.path.insert(
 import pytest
 import litellm
 from litellm import Router
-from litellm.proxy.utils import ProxyLogging
+from litellm.proxy.utils import ProxyLogging, hash_token
 from litellm.proxy._types import UserAPIKeyAuth
 from litellm.caching import DualCache
 from litellm.proxy.hooks.parallel_request_limiter import (
@@ -34,6 +34,7 @@ async def test_pre_call_hook():
     Test if cache updated on call being received
     """
     _api_key = "sk-12345"
+    _api_key = hash_token("sk-12345")
     user_api_key_dict = UserAPIKeyAuth(api_key=_api_key, max_parallel_requests=1)
     local_cache = DualCache()
     parallel_request_handler = MaxParallelRequestsHandler()
@@ -248,6 +249,7 @@ async def test_success_call_hook():
     Test if on success, cache correctly decremented
     """
     _api_key = "sk-12345"
+    _api_key = hash_token("sk-12345")
     user_api_key_dict = UserAPIKeyAuth(api_key=_api_key, max_parallel_requests=1)
     local_cache = DualCache()
     parallel_request_handler = MaxParallelRequestsHandler()
@@ -289,6 +291,7 @@ async def test_failure_call_hook():
     Test if on failure, cache correctly decremented
     """
     _api_key = "sk-12345"
+    _api_key = hash_token(_api_key)
     user_api_key_dict = UserAPIKeyAuth(api_key=_api_key, max_parallel_requests=1)
     local_cache = DualCache()
     parallel_request_handler = MaxParallelRequestsHandler()
@@ -366,6 +369,7 @@ async def test_normal_router_call():
     )  # type: ignore
 
     _api_key = "sk-12345"
+    _api_key = hash_token(_api_key)
     user_api_key_dict = UserAPIKeyAuth(api_key=_api_key, max_parallel_requests=1)
     local_cache = DualCache()
     pl = ProxyLogging(user_api_key_cache=local_cache)
@@ -443,6 +447,7 @@ async def test_normal_router_tpm_limit():
     )  # type: ignore
 
     _api_key = "sk-12345"
+    _api_key = hash_token("sk-12345")
     user_api_key_dict = UserAPIKeyAuth(
         api_key=_api_key, max_parallel_requests=10, tpm_limit=10
     )
@@ -524,6 +529,7 @@ async def test_streaming_router_call():
     )  # type: ignore
 
     _api_key = "sk-12345"
+    _api_key = hash_token("sk-12345")
     user_api_key_dict = UserAPIKeyAuth(api_key=_api_key, max_parallel_requests=1)
     local_cache = DualCache()
     pl = ProxyLogging(user_api_key_cache=local_cache)
@@ -599,6 +605,7 @@ async def test_streaming_router_tpm_limit():
     )  # type: ignore
 
     _api_key = "sk-12345"
+    _api_key = hash_token("sk-12345")
     user_api_key_dict = UserAPIKeyAuth(
         api_key=_api_key, max_parallel_requests=10, tpm_limit=10
     )
@@ -677,6 +684,7 @@ async def test_bad_router_call():
     )  # type: ignore
 
     _api_key = "sk-12345"
+    _api_key = hash_token(_api_key)
     user_api_key_dict = UserAPIKeyAuth(api_key=_api_key, max_parallel_requests=1)
     local_cache = DualCache()
     pl = ProxyLogging(user_api_key_cache=local_cache)
@@ -750,6 +758,7 @@ async def test_bad_router_tpm_limit():
     )  # type: ignore
 
     _api_key = "sk-12345"
+    _api_key = hash_token(_api_key)
     user_api_key_dict = UserAPIKeyAuth(
         api_key=_api_key, max_parallel_requests=10, tpm_limit=10
     )
diff --git a/litellm/tests/test_prompt_factory.py b/litellm/tests/test_prompt_factory.py
index 9116ecc9503..8bf66e84d94 100644
--- a/litellm/tests/test_prompt_factory.py
+++ b/litellm/tests/test_prompt_factory.py
@@ -2,13 +2,16 @@
 #    This tests if prompts are being correctly formatted
 import sys
 import os
+import pytest
 
 sys.path.insert(0, os.path.abspath("../.."))
 
 # from litellm.llms.prompt_templates.factory import prompt_factory
+import litellm
 from litellm import completion
 from litellm.llms.prompt_templates.factory import (
     anthropic_pt,
+    anthropic_messages_pt,
     claude_2_1_pt,
     llama_2_chat_pt,
 )
@@ -94,4 +97,18 @@ def test_anthropic_pt_formatting():
     assert anthropic_pt(messages) == expected_prompt
 
 
+def test_anthropic_messages_pt():
+    # Test case: No messages (filtered system messages only)
+    litellm.modify_params = True
+    messages = []
+    expected_messages = [{"role": "user", "content": [{"type": "text", "text": "."}]}]
+    assert anthropic_messages_pt(messages) == expected_messages
+
+    # Test case: No messages (filtered system messages only) when modify_params is False should raise error
+    litellm.modify_params = False
+    messages = []
+    with pytest.raises(Exception) as err:
+        anthropic_messages_pt(messages)
+    assert("Invalid first message." in str(err.value))
+
 # codellama_prompt_format()
diff --git a/litellm/tests/test_proxy_exception_mapping.py b/litellm/tests/test_proxy_exception_mapping.py
index a2c7952586c..82957b658cc 100644
--- a/litellm/tests/test_proxy_exception_mapping.py
+++ b/litellm/tests/test_proxy_exception_mapping.py
@@ -167,8 +167,9 @@ def test_chat_completion_exception_any_model(client):
         openai_exception = openai_client._make_status_error_from_response(
             response=response
         )
-        print("Exception raised=", openai_exception)
         assert isinstance(openai_exception, openai.BadRequestError)
+        _error_message = openai_exception.message
+        assert "Invalid model name passed in model=Lite-GPT-12" in str(_error_message)
 
     except Exception as e:
         pytest.fail(f"LiteLLM Proxy test failed. Exception {str(e)}")
@@ -195,6 +196,8 @@ def test_embedding_exception_any_model(client):
         )
         print("Exception raised=", openai_exception)
         assert isinstance(openai_exception, openai.BadRequestError)
+        _error_message = openai_exception.message
+        assert "Invalid model name passed in model=Lite-GPT-12" in str(_error_message)
 
     except Exception as e:
         pytest.fail(f"LiteLLM Proxy test failed. Exception {str(e)}")
diff --git a/litellm/tests/test_router_utils.py b/litellm/tests/test_router_utils.py
new file mode 100644
index 00000000000..5dac5b7c264
--- /dev/null
+++ b/litellm/tests/test_router_utils.py
@@ -0,0 +1,85 @@
+#### What this tests ####
+# This tests utils used by llm router -> like llmrouter.get_settings()
+
+import sys, os, time
+import traceback, asyncio
+import pytest
+
+sys.path.insert(
+    0, os.path.abspath("../..")
+)  # Adds the parent directory to the system path
+import litellm
+from litellm import Router
+from litellm.router import Deployment, LiteLLM_Params, ModelInfo
+from concurrent.futures import ThreadPoolExecutor
+from collections import defaultdict
+from dotenv import load_dotenv
+
+load_dotenv()
+
+
+def test_returned_settings():
+    # this tests if the router raises an exception when invalid params are set
+    # in this test both deployments have bad keys - Keep this test. It validates if the router raises the most recent exception
+    litellm.set_verbose = True
+    import openai
+
+    try:
+        print("testing if router raises an exception")
+        model_list = [
+            {
+                "model_name": "gpt-3.5-turbo",  # openai model name
+                "litellm_params": {  # params for litellm completion/embedding call
+                    "model": "azure/chatgpt-v-2",
+                    "api_key": "bad-key",
+                    "api_version": os.getenv("AZURE_API_VERSION"),
+                    "api_base": os.getenv("AZURE_API_BASE"),
+                },
+                "tpm": 240000,
+                "rpm": 1800,
+            },
+            {
+                "model_name": "gpt-3.5-turbo",  # openai model name
+                "litellm_params": {  #
+                    "model": "gpt-3.5-turbo",
+                    "api_key": "bad-key",
+                },
+                "tpm": 240000,
+                "rpm": 1800,
+            },
+        ]
+        router = Router(
+            model_list=model_list,
+            redis_host=os.getenv("REDIS_HOST"),
+            redis_password=os.getenv("REDIS_PASSWORD"),
+            redis_port=int(os.getenv("REDIS_PORT")),
+            routing_strategy="latency-based-routing",
+            routing_strategy_args={"ttl": 10},
+            set_verbose=False,
+            num_retries=3,
+            retry_after=5,
+            allowed_fails=1,
+            cooldown_time=30,
+        )  # type: ignore
+
+        settings = router.get_settings()
+        print(settings)
+
+        """
+        routing_strategy: "simple-shuffle"
+        routing_strategy_args: {"ttl": 10} # Average the last 10 calls to compute avg latency per model
+        allowed_fails: 1
+        num_retries: 3
+        retry_after: 5 # seconds to wait before retrying a failed request
+        cooldown_time: 30 # seconds to cooldown a deployment after failure
+        """
+        assert settings["routing_strategy"] == "latency-based-routing"
+        assert settings["routing_strategy_args"]["ttl"] == 10
+        assert settings["allowed_fails"] == 1
+        assert settings["num_retries"] == 3
+        assert settings["retry_after"] == 5
+        assert settings["cooldown_time"] == 30
+
+    except:
+        print(traceback.format_exc())
+        pytest.fail("An error occurred - " + traceback.format_exc())
diff --git a/litellm/tests/test_streaming.py b/litellm/tests/test_streaming.py
index 098869a285b..ea2f3fcb7b3 100644
--- a/litellm/tests/test_streaming.py
+++ b/litellm/tests/test_streaming.py
@@ -220,6 +220,17 @@ tools_schema = [
 # test_completion_cohere_stream()
 
 
+def test_completion_azure_stream_special_char():
+    litellm.set_verbose = True
+    messages = [{"role": "user", "content": "hi. respond with the <xml> tag only"}]
+    response = completion(model="azure/chatgpt-v-2", messages=messages, stream=True)
+    response_str = ""
+    for part in response:
+        response_str += part.choices[0].delta.content or ""
+    print(f"response_str: {response_str}")
+    assert len(response_str) > 0
+
+
 def test_completion_cohere_stream_bad_key():
     try:
         litellm.cache = None
@@ -2252,7 +2263,12 @@ def test_completion_claude_3_function_call_with_streaming():
             },
         }
     ]
-    messages = [{"role": "user", "content": "What's the weather like in Boston today?"}]
+    messages = [
+        {
+            "role": "user",
+            "content": "What's the weather like in Boston today in fahrenheit?",
+        }
+    ]
     try:
         # test without max tokens
         response = completion(
@@ -2306,7 +2322,12 @@ async def test_acompletion_claude_3_function_call_with_streaming():
             },
         }
     ]
-    messages = [{"role": "user", "content": "What's the weather like in Boston today?"}]
+    messages = [
+        {
+            "role": "user",
+            "content": "What's the weather like in Boston today in fahrenheit?",
+        }
+    ]
     try:
         # test without max tokens
         response = await acompletion(
diff --git a/litellm/tests/test_tpm_rpm_routing.py b/litellm/tests/test_tpm_rpm_routing copy.py
similarity index 100%
rename from litellm/tests/test_tpm_rpm_routing.py
rename to litellm/tests/test_tpm_rpm_routing copy.py
diff --git a/litellm/tests/test_tpm_rpm_routing_v2.py b/litellm/tests/test_tpm_rpm_routing_v2.py
new file mode 100644
index 00000000000..4a0256f6a6c
--- /dev/null
+++ b/litellm/tests/test_tpm_rpm_routing_v2.py
@@ -0,0 +1,390 @@
+#### What this tests ####
+#    This tests the router's ability to pick deployment with lowest tpm using 'usage-based-routing-v2-v2'
+
+import sys, os, asyncio, time, random
+from datetime import datetime
+import traceback
+from dotenv import load_dotenv
+
+load_dotenv()
+import os
+
+sys.path.insert(
+    0, os.path.abspath("../..")
+)  # Adds the parent directory to the system path
+import pytest
+from litellm import Router
+import litellm
+from litellm.router_strategy.lowest_tpm_rpm_v2 import (
+    LowestTPMLoggingHandler_v2 as LowestTPMLoggingHandler,
+)
+from litellm.utils import get_utc_datetime
+from litellm.caching import DualCache
+
+### UNIT TESTS FOR TPM/RPM ROUTING ###
+
+
+def test_tpm_rpm_updated():
+    test_cache = DualCache()
+    model_list = []
+    lowest_tpm_logger = LowestTPMLoggingHandler(
+        router_cache=test_cache, model_list=model_list
+    )
+    model_group = "gpt-3.5-turbo"
+    deployment_id = "1234"
+    kwargs = {
+        "litellm_params": {
+            "metadata": {
+                "model_group": "gpt-3.5-turbo",
+                "deployment": "azure/chatgpt-v-2",
+            },
+            "model_info": {"id": deployment_id},
+        }
+    }
+    start_time = time.time()
+    response_obj = {"usage": {"total_tokens": 50}}
+    end_time = time.time()
+    lowest_tpm_logger.pre_call_check(deployment=kwargs["litellm_params"])
+    lowest_tpm_logger.log_success_event(
+        response_obj=response_obj,
+        kwargs=kwargs,
+        start_time=start_time,
+        end_time=end_time,
+    )
+    dt = get_utc_datetime()
+    current_minute = dt.strftime("%H-%M")
+    tpm_count_api_key = f"{deployment_id}:tpm:{current_minute}"
+    rpm_count_api_key = f"{deployment_id}:rpm:{current_minute}"
+
+    print(f"tpm_count_api_key={tpm_count_api_key}")
+    assert response_obj["usage"]["total_tokens"] == test_cache.get_cache(
+        key=tpm_count_api_key
+    )
+    assert 1 == test_cache.get_cache(key=rpm_count_api_key)
+
+
+# test_tpm_rpm_updated()
+
+
+def test_get_available_deployments():
+    test_cache = DualCache()
+    model_list = [
+        {
+            "model_name": "gpt-3.5-turbo",
+            "litellm_params": {"model": "azure/chatgpt-v-2"},
+            "model_info": {"id": "1234"},
+        },
+        {
+            "model_name": "gpt-3.5-turbo",
+            "litellm_params": {"model": "azure/chatgpt-v-2"},
+            "model_info": {"id": "5678"},
+        },
+    ]
+    lowest_tpm_logger = LowestTPMLoggingHandler(
+        router_cache=test_cache, model_list=model_list
+    )
+    model_group = "gpt-3.5-turbo"
+    ## DEPLOYMENT 1 ##
+    deployment_id = "1234"
+    kwargs = {
+        "litellm_params": {
+            "metadata": {
+                "model_group": "gpt-3.5-turbo",
+                "deployment": "azure/chatgpt-v-2",
+            },
+            "model_info": {"id": deployment_id},
+        }
+    }
+    start_time = time.time()
+    response_obj = {"usage": {"total_tokens": 50}}
+    end_time = time.time()
+    lowest_tpm_logger.log_success_event(
+        response_obj=response_obj,
+        kwargs=kwargs,
+        start_time=start_time,
+        end_time=end_time,
+    )
+    ## DEPLOYMENT 2 ##
+    deployment_id = "5678"
+    kwargs = {
+        "litellm_params": {
+            "metadata": {
+                "model_group": "gpt-3.5-turbo",
+                "deployment": "azure/chatgpt-v-2",
+            },
+            "model_info": {"id": deployment_id},
+        }
+    }
+    start_time = time.time()
+    response_obj = {"usage": {"total_tokens": 20}}
+    end_time = time.time()
+    lowest_tpm_logger.log_success_event(
+        response_obj=response_obj,
+        kwargs=kwargs,
+        start_time=start_time,
+        end_time=end_time,
+    )
+
+    ## CHECK WHAT'S SELECTED ##
+    assert (
+        lowest_tpm_logger.get_available_deployments(
+            model_group=model_group,
+            healthy_deployments=model_list,
+            input=["Hello world"],
+        )["model_info"]["id"]
+        == "5678"
+    )
+
+
+# test_get_available_deployments()
+
+
+def test_router_get_available_deployments():
+    """
+    Test if routers 'get_available_deployments' returns the least busy deployment
+    """
+    model_list = [
+        {
+            "model_name": "azure-model",
+            "litellm_params": {
+                "model": "azure/gpt-turbo",
+                "api_key": "os.environ/AZURE_FRANCE_API_KEY",
+                "api_base": "https://openai-france-1234.openai.azure.com",
+                "rpm": 1440,
+            },
+            "model_info": {"id": 1},
+        },
+        {
+            "model_name": "azure-model",
+            "litellm_params": {
+                "model": "azure/gpt-35-turbo",
+                "api_key": "os.environ/AZURE_EUROPE_API_KEY",
+                "api_base": "https://my-endpoint-europe-berri-992.openai.azure.com",
+                "rpm": 6,
+            },
+            "model_info": {"id": 2},
+        },
+    ]
+    router = Router(
+        model_list=model_list,
+        routing_strategy="usage-based-routing-v2",
+        set_verbose=False,
+        num_retries=3,
+    )  # type: ignore
+
+    print(f"router id's: {router.get_model_ids()}")
+    ## DEPLOYMENT 1 ##
+    deployment_id = 1
+    kwargs = {
+        "litellm_params": {
+            "metadata": {
+                "model_group": "azure-model",
+            },
+            "model_info": {"id": 1},
+        }
+    }
+    start_time = time.time()
+    response_obj = {"usage": {"total_tokens": 50}}
+    end_time = time.time()
+    router.lowesttpm_logger_v2.log_success_event(
+        response_obj=response_obj,
+        kwargs=kwargs,
+        start_time=start_time,
+        end_time=end_time,
+    )
+    ## DEPLOYMENT 2 ##
+    deployment_id = 2
+    kwargs = {
+        "litellm_params": {
+            "metadata": {
+                "model_group": "azure-model",
+            },
+            "model_info": {"id": 2},
+        }
+    }
+    start_time = time.time()
+    response_obj = {"usage": {"total_tokens": 20}}
+    end_time = time.time()
+    router.lowesttpm_logger_v2.log_success_event(
+        response_obj=response_obj,
+        kwargs=kwargs,
+        start_time=start_time,
+        end_time=end_time,
+    )
+
+    ## CHECK WHAT'S SELECTED ##
+    # print(router.lowesttpm_logger_v2.get_available_deployments(model_group="azure-model"))
+    assert (
+        router.get_available_deployment(model="azure-model")["model_info"]["id"] == "2"
+    )
+
+
+# test_get_available_deployments()
+# test_router_get_available_deployments()
+
+
+def test_router_skip_rate_limited_deployments():
+    """
+    Test if routers 'get_available_deployments' raises No Models Available error if max tpm would be reached by message
+    """
+    model_list = [
+        {
+            "model_name": "azure-model",
+            "litellm_params": {
+                "model": "azure/gpt-turbo",
+                "api_key": "os.environ/AZURE_FRANCE_API_KEY",
+                "api_base": "https://openai-france-1234.openai.azure.com",
+                "tpm": 1440,
+            },
+            "model_info": {"id": 1},
+        },
+    ]
+    router = Router(
+        model_list=model_list,
+        routing_strategy="usage-based-routing-v2",
+        set_verbose=False,
+        num_retries=3,
+    )  # type: ignore
+
+    ## DEPLOYMENT 1 ##
+    deployment_id = 1
+    kwargs = {
+        "litellm_params": {
+            "metadata": {
+                "model_group": "azure-model",
+            },
+            "model_info": {"id": deployment_id},
+        }
+    }
+    start_time = time.time()
+    response_obj = {"usage": {"total_tokens": 1439}}
+    end_time = time.time()
+    router.lowesttpm_logger_v2.log_success_event(
+        response_obj=response_obj,
+        kwargs=kwargs,
+        start_time=start_time,
+        end_time=end_time,
+    )
+
+    ## CHECK WHAT'S SELECTED ##
+    # print(router.lowesttpm_logger_v2.get_available_deployments(model_group="azure-model"))
+    try:
+        router.get_available_deployment(
+            model="azure-model",
+            messages=[{"role": "user", "content": "Hey, how's it going?"}],
+        )
+        pytest.fail(f"Should have raised No Models Available error")
+    except Exception as e:
+        print(f"An exception occurred! {str(e)}")
+
+
+def test_single_deployment_tpm_zero():
+    import litellm
+    import os
+    from datetime import datetime
+
+    model_list = [
+        {
+            "model_name": "gpt-3.5-turbo",
+            "litellm_params": {
+                "model": "gpt-3.5-turbo",
+                "api_key": os.getenv("OPENAI_API_KEY"),
+                "tpm": 0,
+            },
+        }
+    ]
+
+    router = litellm.Router(
+        model_list=model_list,
+        routing_strategy="usage-based-routing-v2",
+        cache_responses=True,
+    )
+
+    model = "gpt-3.5-turbo"
+    messages = [{"content": "Hello, how are you?", "role": "user"}]
+    try:
+        router.get_available_deployment(
+            model=model,
+            messages=[{"role": "user", "content": "Hey, how's it going?"}],
+        )
+        pytest.fail(f"Should have raised No Models Available error")
+    except Exception as e:
+        print(f"it worked - {str(e)}! \n{traceback.format_exc()}")
+
+
+@pytest.mark.asyncio
+async def test_router_completion_streaming():
+    messages = [
+        {"role": "user", "content": "Hello, can you generate a 500 words poem?"}
+    ]
+    model = "azure-model"
+    model_list = [
+        {
+            "model_name": "azure-model",
+            "litellm_params": {
+                "model": "azure/gpt-turbo",
+                "api_key": "os.environ/AZURE_FRANCE_API_KEY",
+                "api_base": "https://openai-france-1234.openai.azure.com",
+                "rpm": 1440,
+            },
+            "model_info": {"id": 1},
+        },
+        {
+            "model_name": "azure-model",
+            "litellm_params": {
+                "model": "azure/gpt-35-turbo",
+                "api_key": "os.environ/AZURE_EUROPE_API_KEY",
+                "api_base": "https://my-endpoint-europe-berri-992.openai.azure.com",
+                "rpm": 6,
+            },
+            "model_info": {"id": 2},
+        },
+    ]
+    router = Router(
+        model_list=model_list,
+        routing_strategy="usage-based-routing-v2",
+        set_verbose=False,
+    )  # type: ignore
+
+    ### Make 3 calls, test if 3rd call goes to lowest tpm deployment
+
+    ## CALL 1+2
+    tasks = []
+    response = None
+    final_response = None
+    for _ in range(2):
+        tasks.append(router.acompletion(model=model, messages=messages))
+    response = await asyncio.gather(*tasks)
+
+    if response is not None:
+        ## CALL 3
+        await asyncio.sleep(1)  # let the token update happen
+        dt = get_utc_datetime()
+        current_minute = dt.strftime("%H-%M")
+        picked_deployment = router.lowesttpm_logger_v2.get_available_deployments(
+            model_group=model,
+            healthy_deployments=router.healthy_deployments,
+            messages=messages,
+        )
+        final_response = await router.acompletion(model=model, messages=messages)
+        print(f"min deployment id: {picked_deployment}")
+        tpm_key = f"{model}:tpm:{current_minute}"
+        rpm_key = f"{model}:rpm:{current_minute}"
+
+        tpm_dict = router.cache.get_cache(key=tpm_key)
+        print(f"tpm_dict: {tpm_dict}")
+        rpm_dict = router.cache.get_cache(key=rpm_key)
+        print(f"rpm_dict: {rpm_dict}")
+        print(f"model id: {final_response._hidden_params['model_id']}")
+        assert (
+            final_response._hidden_params["model_id"]
+            == picked_deployment["model_info"]["id"]
+        )
+
+
+# asyncio.run(test_router_completion_streaming())
+
+"""
+- Unit test for sync 'pre_call_checks' 
+- Unit test for async 'async_pre_call_checks' 
+"""
diff --git a/litellm/tests/test_utils.py b/litellm/tests/test_utils.py
index 0344f21146e..44fb1607c36 100644
--- a/litellm/tests/test_utils.py
+++ b/litellm/tests/test_utils.py
@@ -173,6 +173,22 @@ def test_trimming_should_not_change_original_messages():
     assert messages == messages_copy
 
 
+@pytest.mark.parametrize("model", ["gpt-4-0125-preview", "claude-3-opus-20240229"])
+def test_trimming_with_model_cost_max_input_tokens(model):
+    messages = [
+        {"role": "system", "content": "This is a normal system message"},
+        {
+            "role": "user",
+            "content": "This is a sentence" * 100000,
+        },
+    ]
+    trimmed_messages = trim_messages(messages, model=model)
+    assert (
+        get_token_count(trimmed_messages, model=model)
+        < litellm.model_cost[model]["max_input_tokens"]
+    )
+
+
 def test_get_valid_models():
     old_environ = os.environ
     os.environ = {"OPENAI_API_KEY": "temp"}  # mock set only openai key in environ
diff --git a/litellm/types/router.py b/litellm/types/router.py
index 8509099c69b..8f0c0d73120 100644
--- a/litellm/types/router.py
+++ b/litellm/types/router.py
@@ -101,12 +101,39 @@ class LiteLLM_Params(BaseModel):
     aws_secret_access_key: Optional[str] = None
     aws_region_name: Optional[str] = None
 
-    def __init__(self, max_retries: Optional[Union[int, str]] = None, **params):
+    def __init__(
+        self,
+        model: str,
+        max_retries: Optional[Union[int, str]] = None,
+        tpm: Optional[int] = None,
+        rpm: Optional[int] = None,
+        api_key: Optional[str] = None,
+        api_base: Optional[str] = None,
+        api_version: Optional[str] = None,
+        timeout: Optional[Union[float, str]] = None,  # if str, pass in as os.environ/
+        stream_timeout: Optional[Union[float, str]] = (
+            None  # timeout when making stream=True calls, if str, pass in as os.environ/
+        ),
+        organization: Optional[str] = None,  # for openai orgs
+        ## VERTEX AI ##
+        vertex_project: Optional[str] = None,
+        vertex_location: Optional[str] = None,
+        ## AWS BEDROCK / SAGEMAKER ##
+        aws_access_key_id: Optional[str] = None,
+        aws_secret_access_key: Optional[str] = None,
+        aws_region_name: Optional[str] = None,
+        **params
+    ):
+        args = locals()
+        args.pop("max_retries", None)
+        args.pop("self", None)
+        args.pop("params", None)
+        args.pop("__class__", None)
         if max_retries is None:
             max_retries = 2
         elif isinstance(max_retries, str):
             max_retries = int(max_retries)  # cast to int
-        super().__init__(max_retries=max_retries, **params)
+        super().__init__(max_retries=max_retries, **args, **params)
 
     class Config:
         extra = "allow"
@@ -133,12 +160,23 @@ class Deployment(BaseModel):
     litellm_params: LiteLLM_Params
     model_info: ModelInfo
 
-    def __init__(self, model_info: Optional[Union[ModelInfo, dict]] = None, **params):
+    def __init__(
+        self,
+        model_name: str,
+        litellm_params: LiteLLM_Params,
+        model_info: Optional[Union[ModelInfo, dict]] = None,
+        **params
+    ):
         if model_info is None:
             model_info = ModelInfo()
         elif isinstance(model_info, dict):
             model_info = ModelInfo(**model_info)
-        super().__init__(model_info=model_info, **params)
+        super().__init__(
+            model_info=model_info,
+            model_name=model_name,
+            litellm_params=litellm_params,
+            **params
+        )
 
     def to_json(self, **kwargs):
         try:
diff --git a/litellm/types/services.py b/litellm/types/services.py
index ea5172ebc98..b694ca80781 100644
--- a/litellm/types/services.py
+++ b/litellm/types/services.py
@@ -5,11 +5,12 @@ from typing import Optional
 
 class ServiceTypes(enum.Enum):
     """
-    Enum for litellm-adjacent services (redis/postgres/etc.)
+    Enum for litellm + litellm-adjacent services (redis/postgres/etc.)
     """
 
     REDIS = "redis"
     DB = "postgres"
+    LITELLM = "self"
 
 
 class ServiceLoggerPayload(BaseModel):
@@ -21,6 +22,7 @@ class ServiceLoggerPayload(BaseModel):
     error: Optional[str] = Field(None, description="what was the error")
     service: ServiceTypes = Field(description="who is this for? - postgres/redis")
     duration: float = Field(description="How long did the request take?")
+    call_type: str = Field(description="The call of the service, being made")
 
     def to_json(self, **kwargs):
         try:
diff --git a/litellm/utils.py b/litellm/utils.py
index 76d54f6a86c..1f23fac981d 100644
--- a/litellm/utils.py
+++ b/litellm/utils.py
@@ -226,6 +226,24 @@ class Function(OpenAIObject):
     arguments: str
     name: Optional[str] = None
 
+    def __init__(
+        self,
+        arguments: Union[Dict, str],
+        name: Optional[str] = None,
+        **params,
+    ):
+        if isinstance(arguments, Dict):
+            arguments = json.dumps(arguments)
+        else:
+            arguments = arguments
+
+        name = name
+
+        # Build a dictionary with the structure your BaseModel expects
+        data = {"arguments": arguments, "name": name, **params}
+
+        super(Function, self).__init__(**data)
+
 
 class ChatCompletionDeltaToolCall(OpenAIObject):
     id: Optional[str] = None
@@ -2231,6 +2249,24 @@ class Logging:
                             level="ERROR",
                             kwargs=self.model_call_details,
                         )
+                    elif callback == "prometheus":
+                        global prometheusLogger
+                        verbose_logger.debug("reaches prometheus for success logging!")
+                        kwargs = {}
+                        for k, v in self.model_call_details.items():
+                            if (
+                                k != "original_response"
+                            ):  # copy.deepcopy raises errors as this could be a coroutine
+                                kwargs[k] = v
+                        kwargs["exception"] = str(exception)
+                        prometheusLogger.log_event(
+                            kwargs=kwargs,
+                            response_obj=result,
+                            start_time=start_time,
+                            end_time=end_time,
+                            user_id=kwargs.get("user", None),
+                            print_verbose=print_verbose,
+                        )
                 except Exception as e:
                     print_verbose(
                         f"LiteLLM.LoggingError: [Non-Blocking] Exception occurred while failure logging with integrations {str(e)}"
@@ -2363,210 +2399,202 @@ class Rules:
 
 ####### CLIENT ###################
 # make it easy to log if completion/embedding runs succeeded or failed + see what happened | Non-Blocking
+def function_setup(
+    original_function, rules_obj, start_time, *args, **kwargs
+):  # just run once to check if user wants to send their data anywhere - PostHog/Sentry/Slack/etc.
+    try:
+        global callback_list, add_breadcrumb, user_logger_fn, Logging
+        function_id = kwargs["id"] if "id" in kwargs else None
+        if len(litellm.callbacks) > 0:
+            for callback in litellm.callbacks:
+                if callback not in litellm.input_callback:
+                    litellm.input_callback.append(callback)
+                if callback not in litellm.success_callback:
+                    litellm.success_callback.append(callback)
+                if callback not in litellm.failure_callback:
+                    litellm.failure_callback.append(callback)
+                if callback not in litellm._async_success_callback:
+                    litellm._async_success_callback.append(callback)
+                if callback not in litellm._async_failure_callback:
+                    litellm._async_failure_callback.append(callback)
+            print_verbose(
+                f"Initialized litellm callbacks, Async Success Callbacks: {litellm._async_success_callback}"
+            )
+        if (
+            len(litellm.input_callback) > 0
+            or len(litellm.success_callback) > 0
+            or len(litellm.failure_callback) > 0
+        ) and len(callback_list) == 0:
+            callback_list = list(
+                set(
+                    litellm.input_callback
+                    + litellm.success_callback
+                    + litellm.failure_callback
+                )
+            )
+            set_callbacks(callback_list=callback_list, function_id=function_id)
+        ## ASYNC CALLBACKS
+        if len(litellm.input_callback) > 0:
+            removed_async_items = []
+            for index, callback in enumerate(litellm.input_callback):
+                if inspect.iscoroutinefunction(callback):
+                    litellm._async_input_callback.append(callback)
+                    removed_async_items.append(index)
+
+            # Pop the async items from input_callback in reverse order to avoid index issues
+            for index in reversed(removed_async_items):
+                litellm.input_callback.pop(index)
+
+        if len(litellm.success_callback) > 0:
+            removed_async_items = []
+            for index, callback in enumerate(litellm.success_callback):
+                if inspect.iscoroutinefunction(callback):
+                    litellm._async_success_callback.append(callback)
+                    removed_async_items.append(index)
+                elif callback == "dynamodb":
+                    # dynamo is an async callback, it's used for the proxy and needs to be async
+                    # we only support async dynamo db logging for acompletion/aembedding since that's used on proxy
+                    litellm._async_success_callback.append(callback)
+                    removed_async_items.append(index)
+
+            # Pop the async items from success_callback in reverse order to avoid index issues
+            for index in reversed(removed_async_items):
+                litellm.success_callback.pop(index)
+
+        if len(litellm.failure_callback) > 0:
+            removed_async_items = []
+            for index, callback in enumerate(litellm.failure_callback):
+                if inspect.iscoroutinefunction(callback):
+                    litellm._async_failure_callback.append(callback)
+                    removed_async_items.append(index)
+
+            # Pop the async items from failure_callback in reverse order to avoid index issues
+            for index in reversed(removed_async_items):
+                litellm.failure_callback.pop(index)
+        ### DYNAMIC CALLBACKS ###
+        dynamic_success_callbacks = None
+        dynamic_async_success_callbacks = None
+        if kwargs.get("success_callback", None) is not None and isinstance(
+            kwargs["success_callback"], list
+        ):
+            removed_async_items = []
+            for index, callback in enumerate(kwargs["success_callback"]):
+                if (
+                    inspect.iscoroutinefunction(callback)
+                    or callback == "dynamodb"
+                    or callback == "s3"
+                ):
+                    if dynamic_async_success_callbacks is not None and isinstance(
+                        dynamic_async_success_callbacks, list
+                    ):
+                        dynamic_async_success_callbacks.append(callback)
+                    else:
+                        dynamic_async_success_callbacks = [callback]
+                    removed_async_items.append(index)
+            # Pop the async items from success_callback in reverse order to avoid index issues
+            for index in reversed(removed_async_items):
+                kwargs["success_callback"].pop(index)
+            dynamic_success_callbacks = kwargs.pop("success_callback")
+
+        if add_breadcrumb:
+            add_breadcrumb(
+                category="litellm.llm_call",
+                message=f"Positional Args: {args}, Keyword Args: {kwargs}",
+                level="info",
+            )
+        if "logger_fn" in kwargs:
+            user_logger_fn = kwargs["logger_fn"]
+        # INIT LOGGER - for user-specified integrations
+        model = args[0] if len(args) > 0 else kwargs.get("model", None)
+        call_type = original_function.__name__
+        if (
+            call_type == CallTypes.completion.value
+            or call_type == CallTypes.acompletion.value
+        ):
+            messages = None
+            if len(args) > 1:
+                messages = args[1]
+            elif kwargs.get("messages", None):
+                messages = kwargs["messages"]
+            ### PRE-CALL RULES ###
+            if (
+                isinstance(messages, list)
+                and len(messages) > 0
+                and isinstance(messages[0], dict)
+                and "content" in messages[0]
+            ):
+                rules_obj.pre_call_rules(
+                    input="".join(
+                        m.get("content", "")
+                        for m in messages
+                        if "content" in m and isinstance(m["content"], str)
+                    ),
+                    model=model,
+                )
+        elif (
+            call_type == CallTypes.embedding.value
+            or call_type == CallTypes.aembedding.value
+        ):
+            messages = args[1] if len(args) > 1 else kwargs["input"]
+        elif (
+            call_type == CallTypes.image_generation.value
+            or call_type == CallTypes.aimage_generation.value
+        ):
+            messages = args[0] if len(args) > 0 else kwargs["prompt"]
+        elif (
+            call_type == CallTypes.moderation.value
+            or call_type == CallTypes.amoderation.value
+        ):
+            messages = args[1] if len(args) > 1 else kwargs["input"]
+        elif (
+            call_type == CallTypes.atext_completion.value
+            or call_type == CallTypes.text_completion.value
+        ):
+            messages = args[0] if len(args) > 0 else kwargs["prompt"]
+        elif (
+            call_type == CallTypes.atranscription.value
+            or call_type == CallTypes.transcription.value
+        ):
+            _file_name: BinaryIO = args[1] if len(args) > 1 else kwargs["file"]
+            messages = "audio_file"
+        stream = True if "stream" in kwargs and kwargs["stream"] == True else False
+        logging_obj = Logging(
+            model=model,
+            messages=messages,
+            stream=stream,
+            litellm_call_id=kwargs["litellm_call_id"],
+            function_id=function_id,
+            call_type=call_type,
+            start_time=start_time,
+            dynamic_success_callbacks=dynamic_success_callbacks,
+            dynamic_async_success_callbacks=dynamic_async_success_callbacks,
+            langfuse_public_key=kwargs.pop("langfuse_public_key", None),
+            langfuse_secret=kwargs.pop("langfuse_secret", None),
+        )
+        ## check if metadata is passed in
+        litellm_params = {"api_base": ""}
+        if "metadata" in kwargs:
+            litellm_params["metadata"] = kwargs["metadata"]
+        logging_obj.update_environment_variables(
+            model=model,
+            user="",
+            optional_params={},
+            litellm_params=litellm_params,
+        )
+        return logging_obj, kwargs
+    except Exception as e:
+        import logging
+
+        logging.debug(
+            f"[Non-Blocking] {traceback.format_exc()}; args - {args}; kwargs - {kwargs}"
+        )
+        raise e
+
+
 def client(original_function):
     global liteDebuggerClient, get_all_keys
     rules_obj = Rules()
 
-    def function_setup(
-        start_time, *args, **kwargs
-    ):  # just run once to check if user wants to send their data anywhere - PostHog/Sentry/Slack/etc.
-        try:
-            global callback_list, add_breadcrumb, user_logger_fn, Logging
-            function_id = kwargs["id"] if "id" in kwargs else None
-            if litellm.use_client or (
-                "use_client" in kwargs and kwargs["use_client"] == True
-            ):
-                if "lite_debugger" not in litellm.input_callback:
-                    litellm.input_callback.append("lite_debugger")
-                if "lite_debugger" not in litellm.success_callback:
-                    litellm.success_callback.append("lite_debugger")
-                if "lite_debugger" not in litellm.failure_callback:
-                    litellm.failure_callback.append("lite_debugger")
-            if len(litellm.callbacks) > 0:
-                for callback in litellm.callbacks:
-                    if callback not in litellm.input_callback:
-                        litellm.input_callback.append(callback)
-                    if callback not in litellm.success_callback:
-                        litellm.success_callback.append(callback)
-                    if callback not in litellm.failure_callback:
-                        litellm.failure_callback.append(callback)
-                    if callback not in litellm._async_success_callback:
-                        litellm._async_success_callback.append(callback)
-                    if callback not in litellm._async_failure_callback:
-                        litellm._async_failure_callback.append(callback)
-                print_verbose(
-                    f"Initialized litellm callbacks, Async Success Callbacks: {litellm._async_success_callback}"
-                )
-            if (
-                len(litellm.input_callback) > 0
-                or len(litellm.success_callback) > 0
-                or len(litellm.failure_callback) > 0
-            ) and len(callback_list) == 0:
-                callback_list = list(
-                    set(
-                        litellm.input_callback
-                        + litellm.success_callback
-                        + litellm.failure_callback
-                    )
-                )
-                set_callbacks(callback_list=callback_list, function_id=function_id)
-            ## ASYNC CALLBACKS
-            if len(litellm.input_callback) > 0:
-                removed_async_items = []
-                for index, callback in enumerate(litellm.input_callback):
-                    if inspect.iscoroutinefunction(callback):
-                        litellm._async_input_callback.append(callback)
-                        removed_async_items.append(index)
-
-                # Pop the async items from input_callback in reverse order to avoid index issues
-                for index in reversed(removed_async_items):
-                    litellm.input_callback.pop(index)
-
-            if len(litellm.success_callback) > 0:
-                removed_async_items = []
-                for index, callback in enumerate(litellm.success_callback):
-                    if inspect.iscoroutinefunction(callback):
-                        litellm._async_success_callback.append(callback)
-                        removed_async_items.append(index)
-                    elif callback == "dynamodb":
-                        # dynamo is an async callback, it's used for the proxy and needs to be async
-                        # we only support async dynamo db logging for acompletion/aembedding since that's used on proxy
-                        litellm._async_success_callback.append(callback)
-                        removed_async_items.append(index)
-
-                # Pop the async items from success_callback in reverse order to avoid index issues
-                for index in reversed(removed_async_items):
-                    litellm.success_callback.pop(index)
-
-            if len(litellm.failure_callback) > 0:
-                removed_async_items = []
-                for index, callback in enumerate(litellm.failure_callback):
-                    if inspect.iscoroutinefunction(callback):
-                        litellm._async_failure_callback.append(callback)
-                        removed_async_items.append(index)
-
-                # Pop the async items from failure_callback in reverse order to avoid index issues
-                for index in reversed(removed_async_items):
-                    litellm.failure_callback.pop(index)
-            ### DYNAMIC CALLBACKS ###
-            dynamic_success_callbacks = None
-            dynamic_async_success_callbacks = None
-            if kwargs.get("success_callback", None) is not None and isinstance(
-                kwargs["success_callback"], list
-            ):
-                removed_async_items = []
-                for index, callback in enumerate(kwargs["success_callback"]):
-                    if (
-                        inspect.iscoroutinefunction(callback)
-                        or callback == "dynamodb"
-                        or callback == "s3"
-                    ):
-                        if dynamic_async_success_callbacks is not None and isinstance(
-                            dynamic_async_success_callbacks, list
-                        ):
-                            dynamic_async_success_callbacks.append(callback)
-                        else:
-                            dynamic_async_success_callbacks = [callback]
-                        removed_async_items.append(index)
-                # Pop the async items from success_callback in reverse order to avoid index issues
-                for index in reversed(removed_async_items):
-                    kwargs["success_callback"].pop(index)
-                dynamic_success_callbacks = kwargs.pop("success_callback")
-
-            if add_breadcrumb:
-                add_breadcrumb(
-                    category="litellm.llm_call",
-                    message=f"Positional Args: {args}, Keyword Args: {kwargs}",
-                    level="info",
-                )
-            if "logger_fn" in kwargs:
-                user_logger_fn = kwargs["logger_fn"]
-            # INIT LOGGER - for user-specified integrations
-            model = args[0] if len(args) > 0 else kwargs.get("model", None)
-            call_type = original_function.__name__
-            if (
-                call_type == CallTypes.completion.value
-                or call_type == CallTypes.acompletion.value
-            ):
-                messages = None
-                if len(args) > 1:
-                    messages = args[1]
-                elif kwargs.get("messages", None):
-                    messages = kwargs["messages"]
-                ### PRE-CALL RULES ###
-                if (
-                    isinstance(messages, list)
-                    and len(messages) > 0
-                    and isinstance(messages[0], dict)
-                    and "content" in messages[0]
-                ):
-                    rules_obj.pre_call_rules(
-                        input="".join(
-                            m.get("content", "")
-                            for m in messages
-                            if isinstance(m["content"], str)
-                        ),
-                        model=model,
-                    )
-            elif (
-                call_type == CallTypes.embedding.value
-                or call_type == CallTypes.aembedding.value
-            ):
-                messages = args[1] if len(args) > 1 else kwargs["input"]
-            elif (
-                call_type == CallTypes.image_generation.value
-                or call_type == CallTypes.aimage_generation.value
-            ):
-                messages = args[0] if len(args) > 0 else kwargs["prompt"]
-            elif (
-                call_type == CallTypes.moderation.value
-                or call_type == CallTypes.amoderation.value
-            ):
-                messages = args[1] if len(args) > 1 else kwargs["input"]
-            elif (
-                call_type == CallTypes.atext_completion.value
-                or call_type == CallTypes.text_completion.value
-            ):
-                messages = args[0] if len(args) > 0 else kwargs["prompt"]
-            elif (
-                call_type == CallTypes.atranscription.value
-                or call_type == CallTypes.transcription.value
-            ):
-                _file_name: BinaryIO = args[1] if len(args) > 1 else kwargs["file"]
-                messages = "audio_file"
-            stream = True if "stream" in kwargs and kwargs["stream"] == True else False
-            logging_obj = Logging(
-                model=model,
-                messages=messages,
-                stream=stream,
-                litellm_call_id=kwargs["litellm_call_id"],
-                function_id=function_id,
-                call_type=call_type,
-                start_time=start_time,
-                dynamic_success_callbacks=dynamic_success_callbacks,
-                dynamic_async_success_callbacks=dynamic_async_success_callbacks,
-                langfuse_public_key=kwargs.pop("langfuse_public_key", None),
-                langfuse_secret=kwargs.pop("langfuse_secret", None),
-            )
-            ## check if metadata is passed in
-            litellm_params = {"api_base": ""}
-            if "metadata" in kwargs:
-                litellm_params["metadata"] = kwargs["metadata"]
-            logging_obj.update_environment_variables(
-                model=model,
-                user="",
-                optional_params={},
-                litellm_params=litellm_params,
-            )
-            return logging_obj, kwargs
-        except Exception as e:
-            import logging
-
-            logging.debug(
-                f"[Non-Blocking] {traceback.format_exc()}; args - {args}; kwargs - {kwargs}"
-            )
-            raise e
-
     def check_coroutine(value) -> bool:
         if inspect.iscoroutine(value):
             return True
@@ -2659,7 +2687,9 @@ def client(original_function):
 
         try:
             if logging_obj is None:
-                logging_obj, kwargs = function_setup(start_time, *args, **kwargs)
+                logging_obj, kwargs = function_setup(
+                    original_function, rules_obj, start_time, *args, **kwargs
+                )
             kwargs["litellm_logging_obj"] = logging_obj
 
             # CHECK FOR 'os.environ/' in kwargs
@@ -2967,7 +2997,9 @@ def client(original_function):
 
         try:
             if logging_obj is None:
-                logging_obj, kwargs = function_setup(start_time, *args, **kwargs)
+                logging_obj, kwargs = function_setup(
+                    original_function, rules_obj, start_time, *args, **kwargs
+                )
             kwargs["litellm_logging_obj"] = logging_obj
 
             # [OPTIONAL] CHECK BUDGET
@@ -4156,6 +4188,30 @@ def supports_function_calling(model: str):
         )
 
 
+def supports_vision(model: str):
+    """
+    Check if the given model supports vision and return a boolean value.
+
+    Parameters:
+    model (str): The model name to be checked.
+
+    Returns:
+    bool: True if the model supports vision, False otherwise.
+
+    Raises:
+    Exception: If the given model is not found in model_prices_and_context_window.json.
+    """
+    if model in litellm.model_cost:
+        model_info = litellm.model_cost[model]
+        if model_info.get("supports_vision", False):
+            return True
+        return False
+    else:
+        raise Exception(
+            f"Model not in model_prices_and_context_window.json. You passed model={model}."
+        )
+
+
 def supports_parallel_function_calling(model: str):
     """
     Check if the given model supports parallel function calling and return True if it does, False otherwise.
@@ -4683,6 +4739,8 @@ def get_optional_params(
             optional_params["stop_sequences"] = stop
         if tools is not None:
             optional_params["tools"] = tools
+        if seed is not None:
+            optional_params["seed"] = seed
     elif custom_llm_provider == "maritalk":
         ## check if unsupported param passed in
         supported_params = get_supported_openai_params(
@@ -4854,37 +4912,11 @@ def get_optional_params(
         )
         _check_valid_arg(supported_params=supported_params)
 
-        if temperature is not None:
-            optional_params["temperature"] = temperature
-        if top_p is not None:
-            optional_params["top_p"] = top_p
-        if stream:
-            optional_params["stream"] = stream
-        if n is not None:
-            optional_params["candidate_count"] = n
-        if stop is not None:
-            if isinstance(stop, str):
-                optional_params["stop_sequences"] = [stop]
-            elif isinstance(stop, list):
-                optional_params["stop_sequences"] = stop
-        if max_tokens is not None:
-            optional_params["max_output_tokens"] = max_tokens
-        if response_format is not None and response_format["type"] == "json_object":
-            optional_params["response_mime_type"] = "application/json"
-        if tools is not None and isinstance(tools, list):
-            from vertexai.preview import generative_models
+        optional_params = litellm.VertexAIConfig().map_openai_params(
+            non_default_params=non_default_params,
+            optional_params=optional_params,
+        )
 
-            gtool_func_declarations = []
-            for tool in tools:
-                gtool_func_declaration = generative_models.FunctionDeclaration(
-                    name=tool["function"]["name"],
-                    description=tool["function"].get("description", ""),
-                    parameters=tool["function"].get("parameters", {}),
-                )
-                gtool_func_declarations.append(gtool_func_declaration)
-            optional_params["tools"] = [
-                generative_models.Tool(function_declarations=gtool_func_declarations)
-            ]
         print_verbose(
             f"(end) INSIDE THE VERTEX AI OPTIONAL PARAM BLOCK - optional_params: {optional_params}"
         )
@@ -5383,7 +5415,9 @@ def get_api_base(model: str, optional_params: dict) -> Optional[str]:
     get_api_base(model="gemini/gemini-pro")
     ```
     """
-    _optional_params = LiteLLM_Params(**optional_params)  # convert to pydantic object
+    _optional_params = LiteLLM_Params(
+        model=model, **optional_params
+    )  # convert to pydantic object
     # get llm provider
     try:
         model, custom_llm_provider, dynamic_api_key, api_base = get_llm_provider(
@@ -5485,6 +5519,7 @@ def get_supported_openai_params(model: str, custom_llm_provider: str):
             "n",
             "tools",
             "tool_choice",
+            "seed",
         ]
     elif custom_llm_provider == "maritalk":
         return [
@@ -5584,17 +5619,7 @@ def get_supported_openai_params(model: str, custom_llm_provider: str):
     elif custom_llm_provider == "palm" or custom_llm_provider == "gemini":
         return ["temperature", "top_p", "stream", "n", "stop", "max_tokens"]
     elif custom_llm_provider == "vertex_ai":
-        return [
-            "temperature",
-            "top_p",
-            "max_tokens",
-            "stream",
-            "tools",
-            "tool_choice",
-            "response_format",
-            "n",
-            "stop",
-        ]
+        return litellm.VertexAIConfig().get_supported_openai_params()
     elif custom_llm_provider == "sagemaker":
         return ["stream", "temperature", "max_tokens", "top_p", "stop", "n"]
     elif custom_llm_provider == "aleph_alpha":
@@ -5918,6 +5943,9 @@ def get_llm_provider(
         if isinstance(e, litellm.exceptions.BadRequestError):
             raise e
         else:
+            error_str = (
+                f"GetLLMProvider Exception - {str(e)}\n\noriginal model: {model}"
+            )
             raise litellm.exceptions.BadRequestError(  # type: ignore
                 message=f"GetLLMProvider Exception - {str(e)}\n\noriginal model: {model}",
                 model=model,
@@ -6108,7 +6136,13 @@ def get_model_info(model: str):
                 "mode": "chat",
             }
         else:
-            raise Exception()
+            """
+            Check if model in model cost map
+            """
+            if model in litellm.model_cost:
+                return litellm.model_cost[model]
+            else:
+                raise Exception()
     except:
         raise Exception(
             "This model isn't mapped yet. Add it here - https://github.com/BerriAI/litellm/blob/main/model_prices_and_context_window.json"
@@ -7292,6 +7326,7 @@ def exception_type(
     original_exception,
     custom_llm_provider,
     completion_kwargs={},
+    extra_kwargs={},
 ):
     global user_logger_fn, liteDebuggerClient
     exception_mapping_worked = False
@@ -7786,6 +7821,26 @@ def exception_type(
                         response=original_exception.response,
                     )
             elif custom_llm_provider == "vertex_ai":
+                if completion_kwargs is not None:
+                    # add model, deployment and model_group to the exception message
+                    _model = completion_kwargs.get("model")
+                    error_str += f"\nmodel: {_model}\n"
+                if extra_kwargs is not None:
+                    _vertex_project = extra_kwargs.get("vertex_project")
+                    _vertex_location = extra_kwargs.get("vertex_location")
+                    _metadata = extra_kwargs.get("metadata", {}) or {}
+                    _model_group = _metadata.get("model_group")
+                    _deployment = _metadata.get("deployment")
+
+                    if _model_group is not None:
+                        error_str += f"model_group: {_model_group}\n"
+                    if _deployment is not None:
+                        error_str += f"deployment: {_deployment}\n"
+                    if _vertex_project is not None:
+                        error_str += f"vertex_project: {_vertex_project}\n"
+                    if _vertex_location is not None:
+                        error_str += f"vertex_location: {_vertex_location}\n"
+
                 if (
                     "Vertex AI API has not been used in project" in error_str
                     or "Unable to find your project" in error_str
@@ -7797,6 +7852,15 @@ def exception_type(
                         llm_provider="vertex_ai",
                         response=original_exception.response,
                     )
+                elif "None Unknown Error." in error_str:
+                    exception_mapping_worked = True
+                    raise APIError(
+                        message=f"VertexAIException - {error_str}",
+                        status_code=500,
+                        model=model,
+                        llm_provider="vertex_ai",
+                        request=original_exception.request,
+                    )
                 elif "403" in error_str:
                     exception_mapping_worked = True
                     raise BadRequestError(
@@ -8811,7 +8875,16 @@ class CustomStreamWrapper:
             raise e
 
     def check_special_tokens(self, chunk: str, finish_reason: Optional[str]):
+        """
+        Output parse <s> / </s> special tokens for sagemaker + hf streaming.
+        """
         hold = False
+        if (
+            self.custom_llm_provider != "huggingface"
+            and self.custom_llm_provider != "sagemaker"
+        ):
+            return hold, chunk
+
         if finish_reason:
             for token in self.special_tokens:
                 if token in chunk:
@@ -8827,6 +8900,7 @@ class CustomStreamWrapper:
         for token in self.special_tokens:
             if len(curr_chunk) < len(token) and curr_chunk in token:
                 hold = True
+                self.holding_chunk = curr_chunk
             elif len(curr_chunk) >= len(token):
                 if token in curr_chunk:
                     self.holding_chunk = curr_chunk.replace(token, "")
@@ -9908,6 +9982,7 @@ class CustomStreamWrapper:
                 f"model_response.choices[0].delta: {model_response.choices[0].delta}; completion_obj: {completion_obj}"
             )
             print_verbose(f"self.sent_first_chunk: {self.sent_first_chunk}")
+
             ## RETURN ARG
             if (
                 "content" in completion_obj
@@ -9980,7 +10055,6 @@ class CustomStreamWrapper:
             elif self.received_finish_reason is not None:
                 if self.sent_last_chunk == True:
                     raise StopIteration
-
                 # flush any remaining holding chunk
                 if len(self.holding_chunk) > 0:
                     if model_response.choices[0].delta.content is None:
@@ -10553,16 +10627,18 @@ def trim_messages(
     messages = copy.deepcopy(messages)
     try:
         print_verbose(f"trimming messages")
-        if max_tokens == None:
+        if max_tokens is None:
             # Check if model is valid
             if model in litellm.model_cost:
-                max_tokens_for_model = litellm.model_cost[model]["max_tokens"]
+                max_tokens_for_model = litellm.model_cost[model].get(
+                    "max_input_tokens", litellm.model_cost[model]["max_tokens"]
+                )
                 max_tokens = int(max_tokens_for_model * trim_ratio)
             else:
-                # if user did not specify max tokens
+                # if user did not specify max (input) tokens
                 # or passed an llm litellm does not know
                 # do nothing, just return messages
-                return
+                return messages
 
         system_message = ""
         for message in messages:
diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index 4298ed28b3e..eedcaa49320 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -10,9 +10,9 @@
         "supports_function_calling": true
     },
     "gpt-4-turbo-preview": {
-        "max_tokens": 4096, 
-        "max_input_tokens": 8192,
-        "max_output_tokens": 4096, 
+        "max_tokens": 4096,
+        "max_input_tokens": 128000,
+        "max_output_tokens": 4096,
         "input_cost_per_token": 0.00001,
         "output_cost_per_token": 0.00003,
         "litellm_provider": "openai",
@@ -75,7 +75,8 @@
         "litellm_provider": "openai",
         "mode": "chat",
         "supports_function_calling": true,
-        "supports_parallel_function_calling": true
+        "supports_parallel_function_calling": true,
+        "supports_vision": true
     },
     "gpt-4-turbo-2024-04-09": {
         "max_tokens": 4096,
@@ -86,7 +87,8 @@
         "litellm_provider": "openai",
         "mode": "chat",
         "supports_function_calling": true,
-        "supports_parallel_function_calling": true
+        "supports_parallel_function_calling": true,
+        "supports_vision": true
     },
     "gpt-4-1106-preview": {
         "max_tokens": 4096,
@@ -117,7 +119,8 @@
         "input_cost_per_token": 0.00001,
         "output_cost_per_token": 0.00003,
         "litellm_provider": "openai",
-        "mode": "chat"
+        "mode": "chat",
+        "supports_vision": true
     },
     "gpt-4-1106-vision-preview": {
         "max_tokens": 4096,
@@ -126,7 +129,8 @@
         "input_cost_per_token": 0.00001,
         "output_cost_per_token": 0.00003,
         "litellm_provider": "openai",
-        "mode": "chat"
+        "mode": "chat",
+        "supports_vision": true
     },
     "gpt-3.5-turbo": {
         "max_tokens": 4097,
@@ -209,6 +213,7 @@
     "text-embedding-3-large": {
         "max_tokens": 8191,
         "max_input_tokens": 8191,
+        "output_vector_size": 3072,
         "input_cost_per_token": 0.00000013,
         "output_cost_per_token": 0.000000,
         "litellm_provider": "openai",
@@ -217,6 +222,7 @@
     "text-embedding-3-small": {
         "max_tokens": 8191,
         "max_input_tokens": 8191,
+        "output_vector_size": 1536, 
         "input_cost_per_token": 0.00000002,
         "output_cost_per_token": 0.000000,
         "litellm_provider": "openai",
@@ -225,6 +231,7 @@
     "text-embedding-ada-002": {
         "max_tokens": 8191,
         "max_input_tokens": 8191,
+        "output_vector_size": 1536, 
         "input_cost_per_token": 0.0000001,
         "output_cost_per_token": 0.000000,
         "litellm_provider": "openai",
@@ -409,7 +416,8 @@
         "input_cost_per_token": 0.00001,
         "output_cost_per_token": 0.00003,
         "litellm_provider": "azure", 
-        "mode": "chat"
+        "mode": "chat",
+        "supports_vision": true
     },
     "azure/gpt-35-turbo-16k-0613": {
         "max_tokens": 4096,
@@ -700,6 +708,16 @@
         "mode": "chat",
         "supports_function_calling": true
     },
+    "mistral/open-mixtral-8x7b": {
+        "max_tokens": 8191,
+        "max_input_tokens": 32000,
+        "max_output_tokens": 8191,
+        "input_cost_per_token": 0.000002,
+        "output_cost_per_token": 0.000006,
+        "litellm_provider": "mistral",
+        "mode": "chat",
+        "supports_function_calling": true
+    },
     "mistral/mistral-embed": {
         "max_tokens": 8192,
         "max_input_tokens": 8192,
@@ -1004,6 +1022,7 @@
         "litellm_provider": "vertex_ai-language-models",
         "mode": "chat",
         "supports_function_calling": true,
+        "supports_tool_choice": true, 
         "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
     },
     "gemini-1.5-pro-preview-0215": { 
@@ -1015,6 +1034,7 @@
         "litellm_provider": "vertex_ai-language-models",
         "mode": "chat",
         "supports_function_calling": true,
+        "supports_tool_choice": true, 
         "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
     },
     "gemini-1.5-pro-preview-0409": {
@@ -1026,6 +1046,7 @@
         "litellm_provider": "vertex_ai-language-models",
         "mode": "chat",
         "supports_function_calling": true,
+        "supports_tool_choice": true, 
         "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
     },
     "gemini-experimental": {
@@ -1037,6 +1058,7 @@
         "litellm_provider": "vertex_ai-language-models",
         "mode": "chat",
         "supports_function_calling": false,
+        "supports_tool_choice": true, 
         "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
     },
     "gemini-pro-vision": {
@@ -1051,6 +1073,7 @@
         "litellm_provider": "vertex_ai-vision-models",
         "mode": "chat",
         "supports_function_calling": true,
+        "supports_vision": true,
         "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
     },
     "gemini-1.0-pro-vision": {
@@ -1065,6 +1088,7 @@
         "litellm_provider": "vertex_ai-vision-models",
         "mode": "chat",
         "supports_function_calling": true,
+        "supports_vision": true,
         "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
     },
     "gemini-1.0-pro-vision-001": {
@@ -1079,6 +1103,7 @@
         "litellm_provider": "vertex_ai-vision-models",
         "mode": "chat",
         "supports_function_calling": true,
+        "supports_vision": true,
         "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
     },
     "vertex_ai/claude-3-sonnet@20240229": {
@@ -1158,6 +1183,27 @@
         "mode": "embedding",
         "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
     },
+    "text-embedding-preview-0409": {
+        "max_tokens": 3072,
+        "max_input_tokens": 3072,
+        "output_vector_size": 768,
+        "input_cost_per_token": 0.00000000625,
+        "input_cost_per_token_batch_requests": 0.000000005,
+        "output_cost_per_token": 0,
+        "litellm_provider": "vertex_ai-embedding-models",
+        "mode": "embedding",
+        "source": "https://cloud.google.com/vertex-ai/generative-ai/pricing"
+    },
+    "text-multilingual-embedding-preview-0409":{
+        "max_tokens": 3072,
+        "max_input_tokens": 3072,
+        "output_vector_size": 768,
+        "input_cost_per_token": 0.00000000625,
+        "output_cost_per_token": 0,
+        "litellm_provider": "vertex_ai-embedding-models",
+        "mode": "embedding",
+        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
+    },
     "palm/chat-bison": {
         "max_tokens": 4096,
         "max_input_tokens": 8192,
@@ -1238,8 +1284,23 @@
         "litellm_provider": "gemini",
         "mode": "chat",
         "supports_function_calling": true,
+        "supports_vision": true,
+        "supports_tool_choice": true, 
         "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
     },
+    "gemini/gemini-1.5-pro-latest": {
+        "max_tokens": 8192,
+        "max_input_tokens": 1048576,
+        "max_output_tokens": 8192,
+        "input_cost_per_token": 0, 
+        "output_cost_per_token": 0,
+        "litellm_provider": "gemini",
+        "mode": "chat",
+        "supports_function_calling": true,
+        "supports_vision": true,
+        "supports_tool_choice": true, 
+        "source": "https://ai.google.dev/models/gemini"
+    },
     "gemini/gemini-pro-vision": {
         "max_tokens": 2048,
         "max_input_tokens": 30720,
@@ -1249,6 +1310,7 @@
         "litellm_provider": "gemini",
         "mode": "chat",
         "supports_function_calling": true,
+        "supports_vision": true,
         "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
     },
     "command-r": {
@@ -1711,6 +1773,15 @@
         "litellm_provider": "bedrock",
         "mode": "chat"
     },
+    "anthropic.claude-3-opus-20240229-v1:0": {
+        "max_tokens": 4096,
+        "max_input_tokens": 200000,
+        "max_output_tokens": 4096,
+        "input_cost_per_token": 0.000015,
+        "output_cost_per_token": 0.000075,
+        "litellm_provider": "bedrock",
+        "mode": "chat"
+    },
     "anthropic.claude-v1": {
         "max_tokens": 8191, 
         "max_input_tokens": 100000,
diff --git a/pyproject.toml b/pyproject.toml
index 59ee4fcad7c..8cfbf88fddd 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "litellm"
-version = "1.35.6"
+version = "1.35.15"
 description = "Library to easily interface with LLM API providers"
 authors = ["BerriAI"]
 license = "MIT"
@@ -80,7 +80,7 @@ requires = ["poetry-core", "wheel"]
 build-backend = "poetry.core.masonry.api"
 
 [tool.commitizen]
-version = "1.35.6"
+version = "1.35.15"
 version_files = [
     "pyproject.toml:^version"
 ]
diff --git a/requirements.txt b/requirements.txt
index 26f1dbd35bb..4b1660f19e6 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -18,7 +18,7 @@ google-cloud-aiplatform==1.47.0 # for vertex ai calls
 anthropic[vertex]==0.21.3
 google-generativeai==0.5.0 # for vertex ai calls
 async_generator==1.10.0 # for async ollama calls
-langfuse>=2.6.3 # for langfuse self-hosted logging
+langfuse>=2.7.3 # for langfuse self-hosted logging
 datadog-api-client==2.23.0 # for datadog logging
 prometheus_client==0.20.0 # for /metrics endpoint on proxy
 orjson==3.9.15 # fast /embedding responses
@@ -26,6 +26,8 @@ apscheduler==3.10.4 # for resetting budget in background
 fastapi-sso==0.10.0 # admin UI, SSO
 pyjwt[crypto]==2.8.0
 python-multipart==0.0.9 # admin UI
+Pillow==10.3.0
+
 ### LITELLM PACKAGE DEPENDENCIES
 python-dotenv>=0.2.0 # for env 
 tiktoken>=0.4.0 # for calculating usage
diff --git a/tests/test_adding_callbacks.py b/tests/test_adding_callbacks.py
new file mode 100644
index 00000000000..e7975e3a4df
--- /dev/null
+++ b/tests/test_adding_callbacks.py
@@ -0,0 +1,114 @@
+# What this tests ?
+## Tests /config/update + Test /chat/completions -> assert logs are sent to Langfuse
+
+import pytest
+import asyncio
+import aiohttp
+import os
+import dotenv
+from dotenv import load_dotenv
+import pytest
+
+load_dotenv()
+
+
+async def config_update(session):
+    url = "http://0.0.0.0:4000/config/update"
+    headers = {"Authorization": "Bearer sk-1234", "Content-Type": "application/json"}
+    data = {
+        "litellm_settings": {
+            "success_callback": ["langfuse"],
+        },
+        "environment_variables": {
+            "LANGFUSE_PUBLIC_KEY": os.environ["LANGFUSE_PUBLIC_KEY"],
+            "LANGFUSE_SECRET_KEY": os.environ["LANGFUSE_SECRET_KEY"],
+        },
+    }
+
+    async with session.post(url, headers=headers, json=data) as response:
+        status = response.status
+        response_text = await response.text()
+
+        print(response_text)
+        print()
+
+        if status != 200:
+            raise Exception(f"Request did not return a 200 status code: {status}")
+        return await response.json()
+
+
+async def chat_completion(session, key, model="azure-gpt-3.5", request_metadata=None):
+    url = "http://0.0.0.0:4000/chat/completions"
+    headers = {
+        "Authorization": f"Bearer {key}",
+        "Content-Type": "application/json",
+    }
+    data = {
+        "model": model,
+        "messages": [
+            {"role": "system", "content": "You are a helpful assistant."},
+            {"role": "user", "content": "Hello!"},
+        ],
+        "metadata": request_metadata,
+    }
+
+    print("data sent in test=", data)
+
+    async with session.post(url, headers=headers, json=data) as response:
+        status = response.status
+        response_text = await response.text()
+
+        print(response_text)
+        print()
+
+        if status != 200:
+            raise Exception(f"Request did not return a 200 status code: {status}")
+
+
+@pytest.mark.asyncio
+async def test_team_logging():
+    """
+    1. Add Langfuse as a callback with /config/update
+    2. Call /chat/completions
+    3. Assert the logs are sent to Langfuse
+    """
+    try:
+        async with aiohttp.ClientSession() as session:
+
+            # Add Langfuse as a callback with /config/update
+            await config_update(session)
+
+            # 2. Call /chat/completions with a specific trace id
+            import uuid
+
+            _trace_id = f"trace-{uuid.uuid4()}"
+            _request_metadata = {
+                "trace_id": _trace_id,
+            }
+
+            await chat_completion(
+                session,
+                key="sk-1234",
+                model="fake-openai-endpoint",
+                request_metadata=_request_metadata,
+            )
+
+            # Test - if the logs were sent to the correct team on langfuse
+            import langfuse
+
+            langfuse_client = langfuse.Langfuse(
+                public_key=os.getenv("LANGFUSE_PUBLIC_KEY"),
+                secret_key=os.getenv("LANGFUSE_SECRET_KEY"),
+            )
+
+            await asyncio.sleep(10)
+
+            print(f"searching for trace_id={_trace_id} on langfuse")
+
+            generations = langfuse_client.get_generations(trace_id=_trace_id).data
+
+            # 1 generation with this trace id
+            assert len(generations) == 1
+
+    except Exception as e:
+        pytest.fail("Team 2 logging failed: " + str(e))
diff --git a/tests/test_keys.py b/tests/test_keys.py
index 33a5f265020..39787eb97f2 100644
--- a/tests/test_keys.py
+++ b/tests/test_keys.py
@@ -14,6 +14,28 @@ sys.path.insert(
 import litellm
 
 
+async def generate_user(
+    session,
+    user_role="app_owner",
+):
+    url = "http://0.0.0.0:4000/user/new"
+    headers = {"Authorization": "Bearer sk-1234", "Content-Type": "application/json"}
+    data = {
+        "user_role": user_role,
+        "team_id": "litellm-dashboard",
+    }
+
+    async with session.post(url, headers=headers, json=data) as response:
+        status = response.status
+        response_text = await response.text()
+
+        print(f"Response (Status code: {status}):")
+        print(response_text)
+        print()
+        _json_response = await response.json()
+        return _json_response
+
+
 async def generate_key(
     session,
     i,
@@ -21,9 +43,14 @@ async def generate_key(
     budget_duration=None,
     models=["azure-models", "gpt-4", "dall-e-3"],
     max_parallel_requests: Optional[int] = None,
+    user_id: Optional[str] = None,
+    calling_key="sk-1234",
 ):
     url = "http://0.0.0.0:4000/key/generate"
-    headers = {"Authorization": "Bearer sk-1234", "Content-Type": "application/json"}
+    headers = {
+        "Authorization": f"Bearer {calling_key}",
+        "Content-Type": "application/json",
+    }
     data = {
         "models": models,
         "aliases": {"mistral-7b": "gpt-3.5-turbo"},
@@ -31,6 +58,7 @@ async def generate_key(
         "max_budget": budget,
         "budget_duration": budget_duration,
         "max_parallel_requests": max_parallel_requests,
+        "user_id": user_id,
     }
 
     print(f"data: {data}")
@@ -56,6 +84,35 @@ async def test_key_gen():
         await asyncio.gather(*tasks)
 
 
+@pytest.mark.asyncio
+async def test_key_gen_bad_key():
+    """
+    Test if you can create a key with a non-admin key, even with UI setup
+    """
+    async with aiohttp.ClientSession() as session:
+        ## LOGIN TO UI
+        form_data = {"username": "admin", "password": "sk-1234"}
+        async with session.post(
+            "http://0.0.0.0:4000/login", data=form_data
+        ) as response:
+            assert (
+                response.status == 200
+            )  # Assuming the endpoint returns a 500 status code for error handling
+            text = await response.text()
+            print(text)
+        ## create user key with admin key -> expect to work
+        key_data = await generate_key(session=session, i=0, user_id="user-1234")
+        key = key_data["key"]
+        ## create new key with user key -> expect to fail
+        try:
+            await generate_key(
+                session=session, i=0, user_id="user-1234", calling_key=key
+            )
+            pytest.fail("Expected to fail")
+        except Exception as e:
+            pass
+
+
 async def update_key(session, get_key):
     """
     Make sure only models user has access to are returned
@@ -214,13 +271,13 @@ async def test_key_update():
         await chat_completion(session=session, key=key)
 
 
-async def delete_key(session, get_key):
+async def delete_key(session, get_key, auth_key="sk-1234"):
     """
     Delete key
     """
     url = "http://0.0.0.0:4000/key/delete"
     headers = {
-        "Authorization": f"Bearer sk-1234",
+        "Authorization": f"Bearer {auth_key}",
         "Content-Type": "application/json",
     }
     data = {"keys": [get_key]}
@@ -608,3 +665,32 @@ async def test_key_rate_limit():
             await chat_completion(session=session, key=new_key)
         except Exception as e:
             pytest.fail(f"Expected this call to work - {str(e)}")
+
+
+@pytest.mark.asyncio
+async def test_key_delete():
+    """
+    Admin UI flow - DO NOT DELETE
+    -> Create a key with user_id = "ishaan"
+    -> Log on Admin UI, delete the key for user "ishaan"
+    -> This should work, since we're on the admin UI and role == "proxy_admin
+    """
+    async with aiohttp.ClientSession() as session:
+        key_gen = await generate_key(session=session, i=0, user_id="ishaan-smart")
+        key = key_gen["key"]
+
+        # generate a admin UI key
+        admin_ui_key = await generate_user(session=session, user_role="proxy_admin")
+        print(
+            "trying to delete key=",
+            key,
+            "using key=",
+            admin_ui_key["key"],
+            " to auth in",
+        )
+
+        await delete_key(
+            session=session,
+            get_key=key,
+            auth_key=admin_ui_key["key"],
+        )
diff --git a/tests/test_models.py b/tests/test_models.py
index 9097d5a69ef..b009ded6c11 100644
--- a/tests/test_models.py
+++ b/tests/test_models.py
@@ -57,7 +57,7 @@ async def test_get_models():
         await get_models(session=session, key=key)
 
 
-async def add_models(session, model_id="123"):
+async def add_models(session, model_id="123", model_name="azure-gpt-3.5"):
     url = "http://0.0.0.0:4000/model/new"
     headers = {
         "Authorization": f"Bearer sk-1234",
@@ -65,7 +65,7 @@ async def add_models(session, model_id="123"):
     }
 
     data = {
-        "model_name": "azure-gpt-3.5",
+        "model_name": model_name,
         "litellm_params": {
             "model": "azure/chatgpt-v-2",
             "api_key": "os.environ/AZURE_API_KEY",
@@ -78,13 +78,15 @@ async def add_models(session, model_id="123"):
     async with session.post(url, headers=headers, json=data) as response:
         status = response.status
         response_text = await response.text()
-
         print(f"Add models {response_text}")
         print()
 
         if status != 200:
             raise Exception(f"Request did not return a 200 status code: {status}")
 
+        response_json = await response.json()
+        return response_json
+
 
 async def get_model_info(session, key):
     """
@@ -171,17 +173,30 @@ async def delete_model(session, model_id="123"):
 @pytest.mark.asyncio
 async def test_add_and_delete_models():
     """
-    Add model
-    Call new model
+    - Add model
+    - Call new model -> expect to pass
+    - Delete model
+    - Call model -> expect to fail
     """
+    import uuid
+
     async with aiohttp.ClientSession() as session:
         key_gen = await generate_key(session=session)
         key = key_gen["key"]
-        model_id = "1234"
-        await add_models(session=session, model_id=model_id)
-        await asyncio.sleep(60)
-        await chat_completion(session=session, key=key)
+        model_id = f"12345_{uuid.uuid4()}"
+        model_name = f"{uuid.uuid4()}"
+        response = await add_models(
+            session=session, model_id=model_id, model_name=model_name
+        )
+        assert response["model_id"] == model_id
+        await asyncio.sleep(10)
+        await chat_completion(session=session, key=key, model=model_name)
         await delete_model(session=session, model_id=model_id)
+        try:
+            await chat_completion(session=session, key=key, model=model_name)
+            pytest.fail(f"Expected call to fail.")
+        except:
+            pass
 
 
 async def add_model_for_health_checking(session, model_id="123"):
@@ -265,6 +280,7 @@ async def test_add_model_run_health():
     async with aiohttp.ClientSession() as session:
         key_gen = await generate_key(session=session)
         key = key_gen["key"]
+        master_key = "sk-1234"
         model_id = str(uuid.uuid4())
         model_name = f"azure-model-health-check-{model_id}"
         print("adding model", model_name)
@@ -280,7 +296,7 @@ async def test_add_model_run_health():
 
         print("calling /health?model=", model_name)
         _health_info = await get_model_health(
-            session=session, key=key, model_name=model_name
+            session=session, key=master_key, model_name=model_name
         )
         _healthy_endpooint = _health_info["healthy_endpoints"][0]
 
diff --git a/tests/test_team.py b/tests/test_team.py
index 7bff7b36b2f..2cc384a744a 100644
--- a/tests/test_team.py
+++ b/tests/test_team.py
@@ -260,7 +260,18 @@ async def get_team_info(session, get_team, call_key):
 
 @pytest.mark.asyncio
 async def test_team_info():
+    """
+    Scenario 1:
+    - test with admin key -> expect to work
+    Scenario 2:
+    - test with team key -> expect to work
+    Scenario 3:
+    - test with non-team key -> expect to fail
+    """
     async with aiohttp.ClientSession() as session:
+        """
+        Scenario 1 - as admin
+        """
         new_team_data = await new_team(
             session,
             0,
@@ -268,6 +279,25 @@ async def test_team_info():
         team_id = new_team_data["team_id"]
         ## as admin ##
         await get_team_info(session=session, get_team=team_id, call_key="sk-1234")
+        """
+        Scenario 2 - as team key
+        """
+        key_gen = await generate_key(session=session, i=0, team_id=team_id)
+        key = key_gen["key"]
+
+        await get_team_info(session=session, get_team=team_id, call_key=key)
+
+        """
+        Scenario 3 - as non-team key
+        """
+        key_gen = await generate_key(session=session, i=0)
+        key = key_gen["key"]
+
+        try:
+            await get_team_info(session=session, get_team=team_id, call_key=key)
+            pytest.fail(f"Expected call to fail")
+        except Exception as e:
+            pass
 
 
 """
diff --git a/ui/litellm-dashboard/out/404.html b/ui/litellm-dashboard/out/404.html
index 98382f706ec..3ace44f6825 100644
--- a/ui/litellm-dashboard/out/404.html
+++ b/ui/litellm-dashboard/out/404.html
@@ -1 +1 @@
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diff --git a/ui/litellm-dashboard/out/_next/static/chunks/968-0cc23fee51b47e4e.js b/ui/litellm-dashboard/out/_next/static/chunks/968-0cc23fee51b47e4e.js
new file mode 100644
index 00000000000..e18edda9868
--- /dev/null
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r=n(29037);function o(e){e.register(r),function(e){var 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t(e){e.languages.json={property:{pattern:/(^|[^\\])"(?:\\.|[^\\"\r\n])*"(?=\s*:)/,lookbehind:!0,greedy:!0},string:{pattern:/(^|[^\\])"(?:\\.|[^\\"\r\n])*"(?!\s*:)/,lookbehind:!0,greedy:!0},comment:{pattern:/\/\/.*|\/\*[\s\S]*?(?:\*\/|$)/,greedy:!0},number:/-?\b\d+(?:\.\d+)?(?:e[+-]?\d+)?\b/i,punctuation:/[{}[\],]/,operator:/:/,boolean:/\b(?:false|true)\b/,null:{pattern:/\bnull\b/,alias:"keyword"}},e.languages.webmanifest=e.languages.json}e.exports=t,t.displayName="json",t.aliases=["webmanifest"]},71003:function(e,t,n){var r=n(92133);function o(e){var 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e?e:"string"==typeof e.content?e.content:e.content.map(i).join(""):""},l=function(t){for(var n=[],r=0;r<t.length;r++){var o=t[r],a=!1;if("string"!=typeof o&&("tag"===o.type&&o.content[0]&&"tag"===o.content[0].type?"</"===o.content[0].content[0].content?n.length>0&&n[n.length-1].tagName===i(o.content[0].content[1])&&n.pop():"/>"===o.content[o.content.length-1].content||n.push({tagName:i(o.content[0].content[1]),openedBraces:0}):n.length>0&&"punctuation"===o.type&&"{"===o.content?n[n.length-1].openedBraces++:n.length>0&&n[n.length-1].openedBraces>0&&"punctuation"===o.type&&"}"===o.content?n[n.length-1].openedBraces--:a=!0),(a||"string"==typeof o)&&n.length>0&&0===n[n.length-1].openedBraces){var s=i(o);r<t.length-1&&("string"==typeof t[r+1]||"plain-text"===t[r+1].type)&&(s+=i(t[r+1]),t.splice(r+1,1)),r>0&&("string"==typeof t[r-1]||"plain-text"===t[r-1].type)&&(s=i(t[r-1])+s,t.splice(r-1,1),r--),t[r]=new e.Token("plain-text",s,null,s)}o.content&&"string"!=typeof 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e.languages.kotlin["class-name"],t={"interpolation-punctuation":{pattern:/^\$\{?|\}$/,alias:"punctuation"},expression:{pattern:/[\s\S]+/,inside:e.languages.kotlin}},e.languages.insertBefore("kotlin","string",{"string-literal":[{pattern:/"""(?:[^$]|\$(?:(?!\{)|\{[^{}]*\}))*?"""/,alias:"multiline",inside:{interpolation:{pattern:/\$(?:[a-z_]\w*|\{[^{}]*\})/i,inside:t},string:/[\s\S]+/}},{pattern:/"(?:[^"\\\r\n$]|\\.|\$(?:(?!\{)|\{[^{}]*\}))*"/,alias:"singleline",inside:{interpolation:{pattern:/((?:^|[^\\])(?:\\{2})*)\$(?:[a-z_]\w*|\{[^{}]*\})/i,lookbehind:!0,inside:t},string:/[\s\S]+/}}],char:{pattern:/'(?:[^'\\\r\n]|\\(?:.|u[a-fA-F0-9]{0,4}))'/,greedy:!0}}),delete 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t(e){e.languages.scheme={comment:/;.*|#;\s*(?:\((?:[^()]|\([^()]*\))*\)|\[(?:[^\[\]]|\[[^\[\]]*\])*\])|#\|(?:[^#|]|#(?!\|)|\|(?!#)|#\|(?:[^#|]|#(?!\|)|\|(?!#))*\|#)*\|#/,string:{pattern:/"(?:[^"\\]|\\.)*"/,greedy:!0},symbol:{pattern:/'[^()\[\]#'\s]+/,greedy:!0},char:{pattern:/#\\(?:[ux][a-fA-F\d]+\b|[-a-zA-Z]+\b|[\uD800-\uDBFF][\uDC00-\uDFFF]|\S)/,greedy:!0},"lambda-parameter":[{pattern:/((?:^|[^'`#])[(\[]lambda\s+)(?:[^|()\[\]'\s]+|\|(?:[^\\|]|\\.)*\|)/,lookbehind:!0},{pattern:/((?:^|[^'`#])[(\[]lambda\s+[(\[])[^()\[\]']+/,lookbehind:!0}],keyword:{pattern:/((?:^|[^'`#])[(\[])(?:begin|case(?:-lambda)?|cond(?:-expand)?|define(?:-library|-macro|-record-type|-syntax|-values)?|defmacro|delay(?:-force)?|do|else|except|export|guard|if|import|include(?:-ci|-library-declarations)?|lambda|let(?:rec)?(?:-syntax|-values|\*)?|let\*-values|only|parameterize|prefix|(?:quasi-?)?quote|rename|set!|syntax-(?:case|rules)|unless|unquote(?:-splicing)?|when)(?=[()\[\]\s]|$)/,lookbehind:!0},builtin:{pattern:/((?:^|[^'`#])[(\[])(?:abs|and|append|apply|assoc|ass[qv]|binary-port\?|boolean=?\?|bytevector(?:-append|-copy|-copy!|-length|-u8-ref|-u8-set!|\?)?|caar|cadr|call-with-(?:current-continuation|port|values)|call\/cc|car|cdar|cddr|cdr|ceiling|char(?:->integer|-ready\?|\?|<\?|<=\?|=\?|>\?|>=\?)|close-(?:input-port|output-port|port)|complex\?|cons|current-(?:error|input|output)-port|denominator|dynamic-wind|eof-object\??|eq\?|equal\?|eqv\?|error|error-object(?:-irritants|-message|\?)|eval|even\?|exact(?:-integer-sqrt|-integer\?|\?)?|expt|features|file-error\?|floor(?:-quotient|-remainder|\/)?|flush-output-port|for-each|gcd|get-output-(?:bytevector|string)|inexact\??|input-port(?:-open\?|\?)|integer(?:->char|\?)|lcm|length|list(?:->string|->vector|-copy|-ref|-set!|-tail|\?)?|make-(?:bytevector|list|parameter|string|vector)|map|max|member|memq|memv|min|modulo|negative\?|newline|not|null\?|number(?:->string|\?)|numerator|odd\?|open-(?:input|output)-(?:bytevector|string)|or|output-port(?:-open\?|\?)|pair\?|peek-char|peek-u8|port\?|positive\?|procedure\?|quotient|raise|raise-continuable|rational\?|rationalize|read-(?:bytevector|bytevector!|char|error\?|line|string|u8)|real\?|remainder|reverse|round|set-c[ad]r!|square|string(?:->list|->number|->symbol|->utf8|->vector|-append|-copy|-copy!|-fill!|-for-each|-length|-map|-ref|-set!|\?|<\?|<=\?|=\?|>\?|>=\?)?|substring|symbol(?:->string|\?|=\?)|syntax-error|textual-port\?|truncate(?:-quotient|-remainder|\/)?|u8-ready\?|utf8->string|values|vector(?:->list|->string|-append|-copy|-copy!|-fill!|-for-each|-length|-map|-ref|-set!|\?)?|with-exception-handler|write-(?:bytevector|char|string|u8)|zero\?)(?=[()\[\]\s]|$)/,lookbehind:!0},operator:{pattern:/((?:^|[^'`#])[(\[])(?:[-+*%/]|[<>]=?|=>?)(?=[()\[\]\s]|$)/,lookbehind:!0},number:{pattern:RegExp(function(e){for(var t in e)e[t]=e[t].replace(/<[\w\s]+>/g,function(t){return"(?:"+e[t].trim()+")"});return e[t]}({"<ureal dec>":/\d+(?:\/\d+)|(?:\d+(?:\.\d*)?|\.\d+)(?:[esfdl][+-]?\d+)?/.source,"<real dec>":/[+-]?<ureal dec>|[+-](?:inf|nan)\.0/.source,"<imaginary dec>":/[+-](?:<ureal dec>|(?:inf|nan)\.0)?i/.source,"<complex dec>":/<real dec>(?:@<real dec>|<imaginary dec>)?|<imaginary dec>/.source,"<num dec>":/(?:#d(?:#[ei])?|#[ei](?:#d)?)?<complex dec>/.source,"<ureal box>":/[0-9a-f]+(?:\/[0-9a-f]+)?/.source,"<real box>":/[+-]?<ureal box>|[+-](?:inf|nan)\.0/.source,"<imaginary box>":/[+-](?:<ureal box>|(?:inf|nan)\.0)?i/.source,"<complex box>":/<real box>(?:@<real box>|<imaginary box>)?|<imaginary box>/.source,"<num box>":/#[box](?:#[ei])?|(?:#[ei])?#[box]<complex box>/.source,"<number>":/(^|[()\[\]\s])(?:<num dec>|<num 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t(e){e.languages.scss=e.languages.extend("css",{comment:{pattern:/(^|[^\\])(?:\/\*[\s\S]*?\*\/|\/\/.*)/,lookbehind:!0},atrule:{pattern:/@[\w-](?:\([^()]+\)|[^()\s]|\s+(?!\s))*?(?=\s+[{;])/,inside:{rule:/@[\w-]+/}},url:/(?:[-a-z]+-)?url(?=\()/i,selector:{pattern:/(?=\S)[^@;{}()]?(?:[^@;{}()\s]|\s+(?!\s)|#\{\$[-\w]+\})+(?=\s*\{(?:\}|\s|[^}][^:{}]*[:{][^}]))/,inside:{parent:{pattern:/&/,alias:"important"},placeholder:/%[-\w]+/,variable:/\$[-\w]+|#\{\$[-\w]+\}/}},property:{pattern:/(?:[-\w]|\$[-\w]|#\{\$[-\w]+\})+(?=\s*:)/,inside:{variable:/\$[-\w]+|#\{\$[-\w]+\}/}}}),e.languages.insertBefore("scss","atrule",{keyword:[/@(?:content|debug|each|else(?: if)?|extend|for|forward|function|if|import|include|mixin|return|use|warn|while)\b/i,{pattern:/( )(?:from|through)(?= 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t;e.register(r),t=[/"(?:\\[\s\S]|\$\([^)]+\)|\$(?!\()|`[^`]+`|[^"\\`$])*"/.source,/'[^']*'/.source,/\$'(?:[^'\\]|\\[\s\S])*'/.source,/<<-?\s*(["']?)(\w+)\1\s[\s\S]*?[\r\n]\2/.source].join("|"),e.languages["shell-session"]={command:{pattern:RegExp(/^/.source+"(?:"+/[^\s@:$#%*!/\\]+@[^\r\n@:$#%*!/\\]+(?::[^\0-\x1F$#%*?"<>:;|]+)?/.source+"|"+/[/~.][^\0-\x1F$#%*?"<>@:;|]*/.source+")?"+/[$#%](?=\s)/.source+/(?:[^\\\r\n \t'"<$]|[ \t](?:(?!#)|#.*$)|\\(?:[^\r]|\r\n?)|\$(?!')|<(?!<)|<<str>>)+/.source.replace(/<<str>>/g,function(){return t}),"m"),greedy:!0,inside:{info:{pattern:/^[^#$%]+/,alias:"punctuation",inside:{user:/^[^\s@:$#%*!/\\]+@[^\r\n@:$#%*!/\\]+/,punctuation:/:/,path:/[\s\S]+/}},bash:{pattern:/(^[$#%]\s*)\S[\s\S]*/,lookbehind:!0,alias:"language-bash",inside:e.languages.bash},"shell-symbol":{pattern:/^[$#%]/,alias:"important"}}},output:/.(?:.*(?:[\r\n]|.$))*/},e.languages["sh-session"]=e.languages.shellsession=e.languages["shell-session"]}e.exports=o,o.displayName="shellSession",o.aliases=[]},12368:function(e){function t(e){e.languages.smali={comment:/#.*/,string:{pattern:/"(?:[^\r\n\\"]|\\.)*"|'(?:[^\r\n\\']|\\(?:.|u[\da-fA-F]{4}))'/,greedy:!0},"class-name":{pattern:/(^|[^L])L(?:(?:\w+|`[^`\r\n]*`)\/)*(?:[\w$]+|`[^`\r\n]*`)(?=\s*;)/,lookbehind:!0,inside:{"class-name":{pattern:/(^L|\/)(?:[\w$]+|`[^`\r\n]*`)$/,lookbehind:!0},namespace:{pattern:/^(L)(?:(?:\w+|`[^`\r\n]*`)\/)+/,lookbehind:!0,inside:{punctuation:/\//}},builtin:/^L/}},builtin:[{pattern:/([();\[])[BCDFIJSVZ]+/,lookbehind:!0},{pattern:/([\w$>]:)[BCDFIJSVZ]/,lookbehind:!0}],keyword:[{pattern:/(\.end\s+)[\w-]+/,lookbehind:!0},{pattern:/(^|[^\w.-])\.(?!\d)[\w-]+/,lookbehind:!0},{pattern:/(^|[^\w.-])(?:abstract|annotation|bridge|constructor|enum|final|interface|private|protected|public|runtime|static|synthetic|system|transient)(?![\w.-])/,lookbehind:!0}],function:{pattern:/(^|[^\w.-])(?:\w+|<[\w$-]+>)(?=\()/,lookbehind:!0},field:{pattern:/[\w$]+(?=:)/,alias:"variable"},register:{pattern:/(^|[^\w.-])[vp]\d(?![\w.-])/,lookbehind:!0,alias:"variable"},boolean:{pattern:/(^|[^\w.-])(?:false|true)(?![\w.-])/,lookbehind:!0},number:{pattern:/(^|[^/\w.-])-?(?:NAN|INFINITY|0x(?:[\dA-F]+(?:\.[\dA-F]*)?|\.[\dA-F]+)(?:p[+-]?[\dA-F]+)?|(?:\d+(?:\.\d*)?|\.\d+)(?:e[+-]?\d+)?)[dflst]?(?![\w.-])/i,lookbehind:!0},label:{pattern:/(:)\w+/,lookbehind:!0,alias:"property"},operator:/->|\.\.|[\[=]/,punctuation:/[{}(),;:]/}}e.exports=t,t.displayName="smali",t.aliases=[]},3966:function(e){function t(e){e.languages.smalltalk={comment:{pattern:/"(?:""|[^"])*"/,greedy:!0},char:{pattern:/\$./,greedy:!0},string:{pattern:/'(?:''|[^'])*'/,greedy:!0},symbol:/#[\da-z]+|#(?:-|([+\/\\*~<>=@%|&?!])\1?)|#(?=\()/i,"block-arguments":{pattern:/(\[\s*):[^\[|]*\|/,lookbehind:!0,inside:{variable:/:[\da-z]+/i,punctuation:/\|/}},"temporary-variables":{pattern:/\|[^|]+\|/,inside:{variable:/[\da-z]+/i,punctuation:/\|/}},keyword:/\b(?:new|nil|self|super)\b/,boolean:/\b(?:false|true)\b/,number:[/\d+r-?[\dA-Z]+(?:\.[\dA-Z]+)?(?:e-?\d+)?/,/\b\d+(?:\.\d+)?(?:e-?\d+)?/],operator:/[<=]=?|:=|~[~=]|\/\/?|\\\\|>[>=]?|[!^+\-*&|,@]/,punctuation:/[.;:?\[\](){}]/}}e.exports=t,t.displayName="smalltalk",t.aliases=[]},61383:function(e,t,n){var r=n(26483);function o(e){var t,n;e.register(r),e.languages.smarty={comment:{pattern:/^\{\*[\s\S]*?\*\}/,greedy:!0},"embedded-php":{pattern:/^\{php\}[\s\S]*?\{\/php\}/,greedy:!0,inside:{smarty:{pattern:/^\{php\}|\{\/php\}$/,inside:null},php:{pattern:/[\s\S]+/,alias:"language-php",inside:e.languages.php}}},string:[{pattern:/"(?:\\.|[^"\\\r\n])*"/,greedy:!0,inside:{interpolation:{pattern:/\{[^{}]*\}|`[^`]*`/,inside:{"interpolation-punctuation":{pattern:/^[{`]|[`}]$/,alias:"punctuation"},expression:{pattern:/[\s\S]+/,inside:null}}},variable:/\$\w+/}},{pattern:/'(?:\\.|[^'\\\r\n])*'/,greedy:!0}],keyword:{pattern:/(^\{\/?)[a-z_]\w*\b(?!\()/i,lookbehind:!0,greedy:!0},delimiter:{pattern:/^\{\/?|\}$/,greedy:!0,alias:"punctuation"},number:/\b0x[\dA-Fa-f]+|(?:\b\d+(?:\.\d*)?|\B\.\d+)(?:[Ee][-+]?\d+)?/,variable:[/\$(?!\d)\w+/,/#(?!\d)\w+#/,{pattern:/(\.|->|\w\s*=)(?!\d)\w+\b(?!\()/,lookbehind:!0},{pattern:/(\[)(?!\d)\w+(?=\])/,lookbehind:!0}],function:{pattern:/(\|\s*)@?[a-z_]\w*|\b[a-z_]\w*(?=\()/i,lookbehind:!0},"attr-name":/\b[a-z_]\w*(?=\s*=)/i,boolean:/\b(?:false|no|off|on|true|yes)\b/,punctuation:/[\[\](){}.,:`]|->/,operator:[/[+\-*\/%]|==?=?|[!<>]=?|&&|\|\|?/,/\bis\s+(?:not\s+)?(?:div|even|odd)(?:\s+by)?\b/,/\b(?:and|eq|gt?e|gt|lt?e|lt|mod|neq?|not|or)\b/]},e.languages.smarty["embedded-php"].inside.smarty.inside=e.languages.smarty,e.languages.smarty.string[0].inside.interpolation.inside.expression.inside=e.languages.smarty,t=/"(?:\\.|[^"\\\r\n])*"|'(?:\\.|[^'\\\r\n])*'/,n=RegExp(/\{\*[\s\S]*?\*\}/.source+"|"+/\{php\}[\s\S]*?\{\/php\}/.source+"|"+/\{(?:[^{}"']|<str>|\{(?:[^{}"']|<str>|\{(?:[^{}"']|<str>)*\})*\})*\}/.source.replace(/<str>/g,function(){return t.source}),"g"),e.hooks.add("before-tokenize",function(t){var r=!1;e.languages["markup-templating"].buildPlaceholders(t,"smarty",n,function(e){return"{/literal}"===e&&(r=!1),!r&&("{literal}"===e&&(r=!0),!0)})}),e.hooks.add("after-tokenize",function(t){e.languages["markup-templating"].tokenizePlaceholders(t,"smarty")})}e.exports=o,o.displayName="smarty",o.aliases=[]},19615:function(e){function t(e){var t;t=/\b(?:abstype|and|andalso|as|case|datatype|do|else|end|eqtype|exception|fn|fun|functor|handle|if|in|include|infix|infixr|let|local|nonfix|of|op|open|orelse|raise|rec|sharing|sig|signature|struct|structure|then|type|val|where|while|with|withtype)\b/i,e.languages.sml={comment:/\(\*(?:[^*(]|\*(?!\))|\((?!\*)|\(\*(?:[^*(]|\*(?!\))|\((?!\*))*\*\))*\*\)/,string:{pattern:/#?"(?:[^"\\]|\\.)*"/,greedy:!0},"class-name":[{pattern:RegExp(/((?:^|[^:]):\s*)<TERMINAL>(?:\s*(?:(?:\*|->)\s*<TERMINAL>|,\s*<TERMINAL>(?:(?=<NOT-LAST>)|(?!<NOT-LAST>)\s+<LONG-ID>)))*/.source.replace(/<NOT-LAST>/g,function(){return/\s*(?:[*,]|->)/.source}).replace(/<TERMINAL>/g,function(){return/(?:'[\w']*|<LONG-ID>|\((?:[^()]|\([^()]*\))*\)|\{(?:[^{}]|\{[^{}]*\})*\})(?:\s+<LONG-ID>)*/.source}).replace(/<LONG-ID>/g,function(){return/(?!<KEYWORD>)[a-z\d_][\w'.]*/.source}).replace(/<KEYWORD>/g,function(){return t.source}),"i"),lookbehind:!0,greedy:!0,inside:null},{pattern:/((?:^|[^\w'])(?:datatype|exception|functor|signature|structure|type)\s+)[a-z_][\w'.]*/i,lookbehind:!0}],function:{pattern:/((?:^|[^\w'])fun\s+)[a-z_][\w'.]*/i,lookbehind:!0},keyword:t,variable:{pattern:/(^|[^\w'])'[\w']*/,lookbehind:!0},number:/~?\b(?:\d+(?:\.\d+)?(?:e~?\d+)?|0x[\da-f]+)\b/i,word:{pattern:/\b0w(?:\d+|x[\da-f]+)\b/i,alias:"constant"},boolean:/\b(?:false|true)\b/i,operator:/\.\.\.|:[>=:]|=>?|->|[<>]=?|[!+\-*/^#|@~]/,punctuation:/[(){}\[\].:,;]/},e.languages.sml["class-name"][0].inside=e.languages.sml,e.languages.smlnj=e.languages.sml}e.exports=t,t.displayName="sml",t.aliases=["smlnj"]},32815:function(e){function t(e){e.languages.solidity=e.languages.extend("clike",{"class-name":{pattern:/(\b(?:contract|enum|interface|library|new|struct|using)\s+)(?!\d)[\w$]+/,lookbehind:!0},keyword:/\b(?:_|anonymous|as|assembly|assert|break|calldata|case|constant|constructor|continue|contract|default|delete|do|else|emit|enum|event|external|for|from|function|if|import|indexed|inherited|interface|internal|is|let|library|mapping|memory|modifier|new|payable|pragma|private|public|pure|require|returns?|revert|selfdestruct|solidity|storage|struct|suicide|switch|this|throw|using|var|view|while)\b/,operator:/=>|->|:=|=:|\*\*|\+\+|--|\|\||&&|<<=?|>>=?|[-+*/%^&|<>!=]=?|[~?]/}),e.languages.insertBefore("solidity","keyword",{builtin:/\b(?:address|bool|byte|u?int(?:8|16|24|32|40|48|56|64|72|80|88|96|104|112|120|128|136|144|152|160|168|176|184|192|200|208|216|224|232|240|248|256)?|string|bytes(?:[1-9]|[12]\d|3[0-2])?)\b/}),e.languages.insertBefore("solidity","number",{version:{pattern:/([<>]=?|\^)\d+\.\d+\.\d+\b/,lookbehind:!0,alias:"number"}}),e.languages.sol=e.languages.solidity}e.exports=t,t.displayName="solidity",t.aliases=["sol"]},75693:function(e){function t(e){var t;t={pattern:/\{[\da-f]{8}-[\da-f]{4}-[\da-f]{4}-[\da-f]{4}-[\da-f]{12}\}/i,alias:"constant",inside:{punctuation:/[{}]/}},e.languages["solution-file"]={comment:{pattern:/#.*/,greedy:!0},string:{pattern:/"[^"\r\n]*"|'[^'\r\n]*'/,greedy:!0,inside:{guid:t}},object:{pattern:/^([ \t]*)(?:([A-Z]\w*)\b(?=.*(?:\r\n?|\n)(?:\1[ \t].*(?:\r\n?|\n))*\1End\2(?=[ \t]*$))|End[A-Z]\w*(?=[ \t]*$))/m,lookbehind:!0,greedy:!0,alias:"keyword"},property:{pattern:/^([ \t]*)(?!\s)[^\r\n"#=()]*[^\s"#=()](?=\s*=)/m,lookbehind:!0,inside:{guid:t}},guid:t,number:/\b\d+(?:\.\d+)*\b/,boolean:/\b(?:FALSE|TRUE)\b/,operator:/=/,punctuation:/[(),]/},e.languages.sln=e.languages["solution-file"]}e.exports=t,t.displayName="solutionFile",t.aliases=[]},99337:function(e,t,n){var r=n(26483);function o(e){var 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e||(e.content=null),this.messages.push(e),t){if(this._emit("message",e),(tk(e)||tC(e))&&e.content)this._emit("functionCallResult",e.content);else if(tO(e)&&e.function_call)this._emit("functionCall",e.function_call);else if(tO(e)&&e.tool_calls)for(let t of e.tool_calls)"function"===t.type&&this._emit("functionCall",t.function)}}_connected(){this.ended||(tA(this,k,"f").call(this),this._emit("connect"))}get ended(){return tA(this,R,"f")}get errored(){return tA(this,_,"f")}get aborted(){return tA(this,P,"f")}abort(){this.controller.abort()}on(e,t){return(tA(this,N,"f")[e]||(tA(this,N,"f")[e]=[])).push({listener:t}),this}off(e,t){let n=tA(this,N,"f")[e];if(!n)return this;let r=n.findIndex(e=>e.listener===t);return r>=0&&n.splice(r,1),this}once(e,t){return(tA(this,N,"f")[e]||(tA(this,N,"f")[e]=[])).push({listener:t,once:!0}),this}emitted(e){return new Promise((t,n)=>{tT(this,M,!0,"f"),"error"!==e&&this.once("error",n),this.once(e,t)})}async done(){tT(this,M,!0,"f"),await tA(this,T,"f")}async finalChatCompletion(){await this.done();let e=this._chatCompletions[this._chatCompletions.length-1];if(!e)throw new et("stream ended without producing a ChatCompletion");return e}async finalContent(){return await this.done(),tA(this,x,"m",L).call(this)}async finalMessage(){return await this.done(),tA(this,x,"m",D).call(this)}async finalFunctionCall(){return await this.done(),tA(this,x,"m",j).call(this)}async finalFunctionCallResult(){return await this.done(),tA(this,x,"m",F).call(this)}async totalUsage(){return await this.done(),tA(this,x,"m",B).call(this)}allChatCompletions(){return[...this._chatCompletions]}_emit(e){for(var t=arguments.length,n=Array(t>1?t-1:0),r=1;r<t;r++)n[r-1]=arguments[r];if(tA(this,R,"f"))return;"end"===e&&(tT(this,R,!0,"f"),tA(this,A,"f").call(this));let o=tA(this,N,"f")[e];if(o&&(tA(this,N,"f")[e]=o.filter(e=>!e.once),o.forEach(e=>{let{listener:t}=e;return t(...n)})),"abort"===e){let e=n[0];tA(this,M,"f")||(null==o?void 0:o.length)||Promise.reject(e),tA(this,C,"f").call(this,e),tA(this,I,"f").call(this,e),this._emit("end");return}if("error"===e){let e=n[0];tA(this,M,"f")||(null==o?void 0:o.length)||Promise.reject(e),tA(this,C,"f").call(this,e),tA(this,I,"f").call(this,e),this._emit("end")}}_emitFinal(){let e=this._chatCompletions[this._chatCompletions.length-1];e&&this._emit("finalChatCompletion",e);let t=tA(this,x,"m",D).call(this);t&&this._emit("finalMessage",t);let n=tA(this,x,"m",L).call(this);n&&this._emit("finalContent",n);let r=tA(this,x,"m",j).call(this);r&&this._emit("finalFunctionCall",r);let o=tA(this,x,"m",F).call(this);null!=o&&this._emit("finalFunctionCallResult",o),this._chatCompletions.some(e=>e.usage)&&this._emit("totalUsage",tA(this,x,"m",B).call(this))}async _createChatCompletion(e,t,n){let r=null==n?void 0:n.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),tA(this,x,"m",Z).call(this,t);let o=await e.create({...t,stream:!1},{...n,signal:this.controller.signal});return this._connected(),this._addChatCompletion(o)}async _runChatCompletion(e,t,n){for(let e of t.messages)this._addMessage(e,!1);return await this._createChatCompletion(e,t,n)}async _runFunctions(e,t,n){let r="function",{function_call:o="auto",stream:a,...i}=t,l="string"!=typeof o&&(null==o?void 0:o.name),{maxChatCompletions:s=10}=n||{},c={};for(let e of t.functions)c[e.name||e.function.name]=e;let u=t.functions.map(e=>({name:e.name||e.function.name,parameters:e.parameters,description:e.description}));for(let e of t.messages)this._addMessage(e,!1);for(let t=0;t<s;++t){var d;let t;let a=null===(d=(await this._createChatCompletion(e,{...i,function_call:o,functions:u,messages:[...this.messages]},n)).choices[0])||void 0===d?void 0:d.message;if(!a)throw new et("missing message in ChatCompletion response");if(!a.function_call)return;let{name:s,arguments:p}=a.function_call,f=c[s];if(f){if(l&&l!==s){let e="Invalid function_call: ".concat(JSON.stringify(s),". ").concat(JSON.stringify(l)," requested. Please try again");this._addMessage({role:r,name:s,content:e});continue}}else{let e="Invalid function_call: ".concat(JSON.stringify(s),". Available options are: ").concat(u.map(e=>JSON.stringify(e.name)).join(", "),". Please try again");this._addMessage({role:r,name:s,content:e});continue}try{t=tx(f)?await f.parse(p):p}catch(e){this._addMessage({role:r,name:s,content:e instanceof Error?e.message:String(e)});continue}let m=await f.function(t,this),g=tA(this,x,"m",z).call(this,m);if(this._addMessage({role:r,name:s,content:g}),l)return}}async _runTools(e,t,n){var r,o;let a="tool",{tool_choice:i="auto",stream:l,...s}=t,c="string"!=typeof i&&(null==i?void 0:null===(r=i.function)||void 0===r?void 0:r.name),{maxChatCompletions:u=10}=n||{},d={};for(let e of t.tools)"function"===e.type&&(d[e.function.name||e.function.function.name]=e.function);let p="tools"in t?t.tools.map(e=>"function"===e.type?{type:"function",function:{name:e.function.name||e.function.function.name,parameters:e.function.parameters,description:e.function.description}}:e):void 0;for(let e of t.messages)this._addMessage(e,!1);for(let t=0;t<u;++t){let t=null===(o=(await this._createChatCompletion(e,{...s,tool_choice:i,tools:p,messages:[...this.messages]},n)).choices[0])||void 0===o?void 0:o.message;if(!t)throw new et("missing message in ChatCompletion response");if(!t.tool_calls)break;for(let e of t.tool_calls){let t;if("function"!==e.type)continue;let n=e.id,{name:r,arguments:o}=e.function,i=d[r];if(i){if(c&&c!==r){let e="Invalid tool_call: ".concat(JSON.stringify(r),". ").concat(JSON.stringify(c)," requested. Please try again");this._addMessage({role:a,tool_call_id:n,content:e});continue}}else{let e="Invalid tool_call: ".concat(JSON.stringify(r),". Available options are: ").concat(p.map(e=>JSON.stringify(e.function.name)).join(", "),". Please try again");this._addMessage({role:a,tool_call_id:n,content:e});continue}try{t=tx(i)?await i.parse(o):o}catch(t){let e=t instanceof Error?t.message:String(t);this._addMessage({role:a,tool_call_id:n,content:e});continue}let l=await i.function(t,this),s=tA(this,x,"m",z).call(this,l);if(this._addMessage({role:a,tool_call_id:n,content:s}),c)return}}}constructor(){x.add(this),this.controller=new AbortController,O.set(this,void 0),k.set(this,()=>{}),C.set(this,()=>{}),T.set(this,void 0),A.set(this,()=>{}),I.set(this,()=>{}),N.set(this,{}),this._chatCompletions=[],this.messages=[],R.set(this,!1),_.set(this,!1),P.set(this,!1),M.set(this,!1),U.set(this,e=>{if(tT(this,_,!0,"f"),e instanceof Error&&"AbortError"===e.name&&(e=new er),e instanceof er)return tT(this,P,!0,"f"),this._emit("abort",e);if(e instanceof et)return this._emit("error",e);if(e instanceof Error){let t=new et(e.message);return t.cause=e,this._emit("error",t)}return this._emit("error",new et(String(e)))}),tT(this,O,new Promise((e,t)=>{tT(this,k,e,"f"),tT(this,C,t,"f")}),"f"),tT(this,T,new Promise((e,t)=>{tT(this,A,e,"f"),tT(this,I,t,"f")}),"f"),tA(this,O,"f").catch(()=>{}),tA(this,T,"f").catch(()=>{})}}O=new WeakMap,k=new WeakMap,C=new WeakMap,T=new WeakMap,A=new WeakMap,I=new WeakMap,N=new WeakMap,R=new WeakMap,_=new WeakMap,P=new WeakMap,M=new WeakMap,U=new WeakMap,x=new WeakSet,L=function(){var e;return null!==(e=tA(this,x,"m",D).call(this).content)&&void 0!==e?e:null},D=function(){let e=this.messages.length;for(;e-- >0;){let n=this.messages[e];if(tO(n)){var t;return{...n,content:null!==(t=n.content)&&void 0!==t?t:null}}}throw new et("stream ended without producing a ChatCompletionMessage with role=assistant")},j=function(){for(let n=this.messages.length-1;n>=0;n--){var e,t;let r=this.messages[n];if(tO(r)&&(null==r?void 0:r.function_call))return r.function_call;if(tO(r)&&(null==r?void 0:null===(e=r.tool_calls)||void 0===e?void 0:e.length))return null===(t=r.tool_calls.at(-1))||void 0===t?void 0:t.function}},F=function(){for(let e=this.messages.length-1;e>=0;e--){let t=this.messages[e];if(tk(t)&&null!=t.content||tC(t)&&null!=t.content&&this.messages.some(e=>{var n;return"assistant"===e.role&&(null===(n=e.tool_calls)||void 0===n?void 0:n.some(e=>"function"===e.type&&e.id===t.tool_call_id))}))return t.content}},B=function(){let e={completion_tokens:0,prompt_tokens:0,total_tokens:0};for(let{usage:t}of this._chatCompletions)t&&(e.completion_tokens+=t.completion_tokens,e.prompt_tokens+=t.prompt_tokens,e.total_tokens+=t.total_tokens);return e},Z=function(e){if(null!=e.n&&e.n>1)throw new et("ChatCompletion convenience helpers only support n=1 at this time. To use n>1, please use chat.completions.create() directly.")},z=function(e){return"string"==typeof e?e:void 0===e?"undefined":JSON.stringify(e)};class tN extends tI{static runFunctions(e,t,n){let r=new tN,o={...n,headers:{...null==n?void 0:n.headers,"X-Stainless-Helper-Method":"runFunctions"}};return r._run(()=>r._runFunctions(e,t,o)),r}static runTools(e,t,n){let r=new tN,o={...n,headers:{...null==n?void 0:n.headers,"X-Stainless-Helper-Method":"runTools"}};return r._run(()=>r._runTools(e,t,o)),r}_addMessage(e){super._addMessage(e),tO(e)&&e.content&&this._emit("content",e.content)}}var tR=function(e,t,n,r){if("a"===n&&!r)throw TypeError("Private accessor was defined without a getter");if("function"==typeof t?e!==t||!r:!t.has(e))throw TypeError("Cannot read private member from an object whose class did not declare it");return"m"===n?r:"a"===n?r.call(e):r?r.value:t.get(e)},t_=function(e,t,n,r,o){if("m"===r)throw TypeError("Private method is not writable");if("a"===r&&!o)throw TypeError("Private accessor was defined without a setter");if("function"==typeof t?e!==t||!o:!t.has(e))throw TypeError("Cannot write private member to an object whose class did not declare it");return"a"===r?o.call(e,n):o?o.value=n:t.set(e,n),n};class tP extends tI{get currentChatCompletionSnapshot(){return tR(this,G,"f")}static fromReadableStream(e){let t=new tP;return t._run(()=>t._fromReadableStream(e)),t}static createChatCompletion(e,t,n){let r=new tP;return r._run(()=>r._runChatCompletion(e,{...t,stream:!0},{...n,headers:{...null==n?void 0:n.headers,"X-Stainless-Helper-Method":"stream"}})),r}async _createChatCompletion(e,t,n){var r;let o=null==n?void 0:n.signal;o&&(o.aborted&&this.controller.abort(),o.addEventListener("abort",()=>this.controller.abort())),tR(this,H,"m",$).call(this);let a=await e.create({...t,stream:!0},{...n,signal:this.controller.signal});for await(let e of(this._connected(),a))tR(this,H,"m",W).call(this,e);if(null===(r=a.controller.signal)||void 0===r?void 0:r.aborted)throw new er;return this._addChatCompletion(tR(this,H,"m",V).call(this))}async _fromReadableStream(e,t){var n;let r;let o=null==t?void 0:t.signal;o&&(o.aborted&&this.controller.abort(),o.addEventListener("abort",()=>this.controller.abort())),tR(this,H,"m",$).call(this),this._connected();let a=eg.fromReadableStream(e,this.controller);for await(let e of a)r&&r!==e.id&&this._addChatCompletion(tR(this,H,"m",V).call(this)),tR(this,H,"m",W).call(this,e),r=e.id;if(null===(n=a.controller.signal)||void 0===n?void 0:n.aborted)throw new er;return this._addChatCompletion(tR(this,H,"m",V).call(this))}[(G=new WeakMap,H=new WeakSet,$=function(){this.ended||t_(this,G,void 0,"f")},W=function(e){var t,n,r;if(this.ended)return;let o=tR(this,H,"m",q).call(this,e);this._emit("chunk",e,o);let a=null===(n=e.choices[0])||void 0===n?void 0:null===(t=n.delta)||void 0===t?void 0:t.content,i=null===(r=o.choices[0])||void 0===r?void 0:r.message;null!=a&&(null==i?void 0:i.role)==="assistant"&&(null==i?void 0:i.content)&&this._emit("content",a,i.content)},V=function(){if(this.ended)throw new et("stream has ended, this shouldn't happen");let e=tR(this,G,"f");if(!e)throw new et("request ended without sending any chunks");return t_(this,G,void 0,"f"),function(e){let{id:t,choices:n,created:r,model:o,system_fingerprint:a,...i}=e;return{...i,id:t,choices:n.map(t=>{let{message:n,finish_reason:r,index:o,logprobs:a,...i}=t;if(!r)throw new et("missing finish_reason for choice ".concat(o));let{content:l=null,function_call:s,tool_calls:c,...u}=n,d=n.role;if(!d)throw new et("missing role for choice ".concat(o));if(s){let{arguments:e,name:t}=s;if(null==e)throw new et("missing function_call.arguments for choice ".concat(o));if(!t)throw new et("missing function_call.name for choice ".concat(o));return{...i,message:{content:l,function_call:{arguments:e,name:t},role:d},finish_reason:r,index:o,logprobs:a}}return c?{...i,index:o,finish_reason:r,logprobs:a,message:{...u,role:d,content:l,tool_calls:c.map((t,n)=>{let{function:r,type:a,id:i,...l}=t,{arguments:s,name:c,...u}=r||{};if(null==i)throw new et("missing choices[".concat(o,"].tool_calls[").concat(n,"].id\n").concat(tM(e)));if(null==a)throw new et("missing choices[".concat(o,"].tool_calls[").concat(n,"].type\n").concat(tM(e)));if(null==c)throw new et("missing choices[".concat(o,"].tool_calls[").concat(n,"].function.name\n").concat(tM(e)));if(null==s)throw new et("missing choices[".concat(o,"].tool_calls[").concat(n,"].function.arguments\n").concat(tM(e)));return{...l,id:i,type:a,function:{...u,name:c,arguments:s}}})}}:{...i,message:{...u,content:l,role:d},finish_reason:r,index:o,logprobs:a}}),created:r,model:o,object:"chat.completion",...a?{system_fingerprint:a}:{}}}(e)},q=function(e){var t,n,r,o,a,i,l;let s=tR(this,G,"f"),{choices:c,...u}=e;for(let{delta:c,finish_reason:d,index:p,logprobs:f=null,...m}of(s?Object.assign(s,u):s=t_(this,G,{...u,choices:[]},"f"),e.choices)){let e=s.choices[p];if(e||(e=s.choices[p]={finish_reason:d,index:p,message:{},logprobs:f,...m}),f){if(e.logprobs){let{content:n,...r}=f;Object.assign(e.logprobs,r),n&&(null!==(o=(t=e.logprobs).content)&&void 0!==o||(t.content=[]),e.logprobs.content.push(...n))}else e.logprobs=Object.assign({},f)}if(d&&(e.finish_reason=d),Object.assign(e,m),!c)continue;let{content:u,function_call:g,role:h,tool_calls:b,...v}=c;if(Object.assign(e.message,v),u&&(e.message.content=(e.message.content||"")+u),h&&(e.message.role=h),g&&(e.message.function_call?(g.name&&(e.message.function_call.name=g.name),g.arguments&&(null!==(a=(n=e.message.function_call).arguments)&&void 0!==a||(n.arguments=""),e.message.function_call.arguments+=g.arguments)):e.message.function_call=g),b)for(let{index:t,id:n,type:o,function:a,...s}of(e.message.tool_calls||(e.message.tool_calls=[]),b)){let c=null!==(i=(r=e.message.tool_calls)[t])&&void 0!==i?i:r[t]={};Object.assign(c,s),n&&(c.id=n),o&&(c.type=o),a&&(null!==(l=c.function)&&void 0!==l||(c.function={arguments:""})),(null==a?void 0:a.name)&&(c.function.name=a.name),(null==a?void 0:a.arguments)&&(c.function.arguments+=a.arguments)}}return s},Symbol.asyncIterator)](){let e=[],t=[],n=!1;return this.on("chunk",n=>{let r=t.shift();r?r(n):e.push(n)}),this.on("end",()=>{for(let e of(n=!0,t))e(void 0);t.length=0}),{next:async()=>e.length?{value:e.shift(),done:!1}:n?{value:void 0,done:!0}:new Promise(e=>t.push(e)).then(e=>e?{value:e,done:!1}:{value:void 0,done:!0})}}toReadableStream(){return new eg(this[Symbol.asyncIterator].bind(this),this.controller).toReadableStream()}constructor(){super(...arguments),H.add(this),G.set(this,void 0)}}function tM(e){return JSON.stringify(e)}class tL extends tP{static fromReadableStream(e){let t=new tL;return t._run(()=>t._fromReadableStream(e)),t}static runFunctions(e,t,n){let r=new tL,o={...n,headers:{...null==n?void 0:n.headers,"X-Stainless-Helper-Method":"runFunctions"}};return r._run(()=>r._runFunctions(e,t,o)),r}static runTools(e,t,n){let r=new tL,o={...n,headers:{...null==n?void 0:n.headers,"X-Stainless-Helper-Method":"runTools"}};return r._run(()=>r._runTools(e,t,o)),r}}class tD extends te{runFunctions(e,t){return e.stream?tL.runFunctions(this._client.chat.completions,e,t):tN.runFunctions(this._client.chat.completions,e,t)}runTools(e,t){return e.stream?tL.runTools(this._client.chat.completions,e,t):tN.runTools(this._client.chat.completions,e,t)}stream(e,t){return tP.createChatCompletion(this._client.chat.completions,e,t)}}class tj extends te{constructor(){super(...arguments),this.completions=new tD(this._client)}}(tj||(tj={})).Completions=tD;class tF extends 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diff --git a/ui/litellm-dashboard/out/index.html b/ui/litellm-dashboard/out/index.html
index 36d7a0201cb..93b1ab8ebf3 100644
--- a/ui/litellm-dashboard/out/index.html
+++ b/ui/litellm-dashboard/out/index.html
@@ -1 +1 @@
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+<!DOCTYPE html><html id="__next_error__"><head><meta charSet="utf-8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="preload" as="script" fetchPriority="low" href="/ui/_next/static/chunks/webpack-75b5d58291566cf9.js" crossorigin=""/><script src="/ui/_next/static/chunks/fd9d1056-dafd44dfa2da140c.js" async="" crossorigin=""></script><script src="/ui/_next/static/chunks/69-e49705773ae41779.js" async="" crossorigin=""></script><script src="/ui/_next/static/chunks/main-app-9b4fb13a7db53edf.js" async="" crossorigin=""></script><title>LiteLLM Dashboard</title><meta name="description" content="LiteLLM Proxy Admin UI"/><link rel="icon" href="/ui/favicon.ico" type="image/x-icon" sizes="16x16"/><meta name="next-size-adjust"/><script src="/ui/_next/static/chunks/polyfills-c67a75d1b6f99dc8.js" crossorigin="" noModule=""></script></head><body><script src="/ui/_next/static/chunks/webpack-75b5d58291566cf9.js" crossorigin="" async=""></script><script>(self.__next_f=self.__next_f||[]).push([0]);self.__next_f.push([2,null])</script><script>self.__next_f.push([1,"1:HL[\"/ui/_next/static/media/c9a5bc6a7c948fb0-s.p.woff2\",\"font\",{\"crossOrigin\":\"\",\"type\":\"font/woff2\"}]\n2:HL[\"/ui/_next/static/css/dc347b0d22ffde5d.css\",\"style\",{\"crossOrigin\":\"\"}]\n0:\"$L3\"\n"])</script><script>self.__next_f.push([1,"4:I[47690,[],\"\"]\n6:I[77831,[],\"\"]\n7:I[16586,[\"968\",\"static/chunks/968-0cc23fee51b47e4e.js\",\"931\",\"static/chunks/app/page-93ac11fb17dce9d6.js\"],\"\"]\n8:I[5613,[],\"\"]\n9:I[31778,[],\"\"]\nb:I[48955,[],\"\"]\nc:[]\n"])</script><script>self.__next_f.push([1,"3:[[[\"$\",\"link\",\"0\",{\"rel\":\"stylesheet\",\"href\":\"/ui/_next/static/css/dc347b0d22ffde5d.css\",\"precedence\":\"next\",\"crossOrigin\":\"\"}]],[\"$\",\"$L4\",null,{\"buildId\":\"Oe7aA-U7OV9Y13gspREJQ\",\"assetPrefix\":\"/ui\",\"initialCanonicalUrl\":\"/\",\"initialTree\":[\"\",{\"children\":[\"__PAGE__\",{}]},\"$undefined\",\"$undefined\",true],\"initialSeedData\":[\"\",{\"children\":[\"__PAGE__\",{},[\"$L5\",[\"$\",\"$L6\",null,{\"propsForComponent\":{\"params\":{}},\"Component\":\"$7\",\"isStaticGeneration\":true}],null]]},[null,[\"$\",\"html\",null,{\"lang\":\"en\",\"children\":[\"$\",\"body\",null,{\"className\":\"__className_c23dc8\",\"children\":[\"$\",\"$L8\",null,{\"parallelRouterKey\":\"children\",\"segmentPath\":[\"children\"],\"loading\":\"$undefined\",\"loadingStyles\":\"$undefined\",\"loadingScripts\":\"$undefined\",\"hasLoading\":false,\"error\":\"$undefined\",\"errorStyles\":\"$undefined\",\"errorScripts\":\"$undefined\",\"template\":[\"$\",\"$L9\",null,{}],\"templateStyles\":\"$undefined\",\"templateScripts\":\"$undefined\",\"notFound\":[[\"$\",\"title\",null,{\"children\":\"404: This page could not be found.\"}],[\"$\",\"div\",null,{\"style\":{\"fontFamily\":\"system-ui,\\\"Segoe UI\\\",Roboto,Helvetica,Arial,sans-serif,\\\"Apple Color Emoji\\\",\\\"Segoe UI Emoji\\\"\",\"height\":\"100vh\",\"textAlign\":\"center\",\"display\":\"flex\",\"flexDirection\":\"column\",\"alignItems\":\"center\",\"justifyContent\":\"center\"},\"children\":[\"$\",\"div\",null,{\"children\":[[\"$\",\"style\",null,{\"dangerouslySetInnerHTML\":{\"__html\":\"body{color:#000;background:#fff;margin:0}.next-error-h1{border-right:1px solid rgba(0,0,0,.3)}@media (prefers-color-scheme:dark){body{color:#fff;background:#000}.next-error-h1{border-right:1px solid rgba(255,255,255,.3)}}\"}}],[\"$\",\"h1\",null,{\"className\":\"next-error-h1\",\"style\":{\"display\":\"inline-block\",\"margin\":\"0 20px 0 0\",\"padding\":\"0 23px 0 0\",\"fontSize\":24,\"fontWeight\":500,\"verticalAlign\":\"top\",\"lineHeight\":\"49px\"},\"children\":\"404\"}],[\"$\",\"div\",null,{\"style\":{\"display\":\"inline-block\"},\"children\":[\"$\",\"h2\",null,{\"style\":{\"fontSize\":14,\"fontWeight\":400,\"lineHeight\":\"49px\",\"margin\":0},\"children\":\"This page could not be found.\"}]}]]}]}]],\"notFoundStyles\":[],\"styles\":null}]}]}],null]],\"initialHead\":[false,\"$La\"],\"globalErrorComponent\":\"$b\",\"missingSlots\":\"$Wc\"}]]\n"])</script><script>self.__next_f.push([1,"a:[[\"$\",\"meta\",\"0\",{\"name\":\"viewport\",\"content\":\"width=device-width, initial-scale=1\"}],[\"$\",\"meta\",\"1\",{\"charSet\":\"utf-8\"}],[\"$\",\"title\",\"2\",{\"children\":\"LiteLLM Dashboard\"}],[\"$\",\"meta\",\"3\",{\"name\":\"description\",\"content\":\"LiteLLM Proxy Admin UI\"}],[\"$\",\"link\",\"4\",{\"rel\":\"icon\",\"href\":\"/ui/favicon.ico\",\"type\":\"image/x-icon\",\"sizes\":\"16x16\"}],[\"$\",\"meta\",\"5\",{\"name\":\"next-size-adjust\"}]]\n5:null\n"])</script><script>self.__next_f.push([1,""])</script></body></html>
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diff --git a/ui/litellm-dashboard/out/index.txt b/ui/litellm-dashboard/out/index.txt
index 342a6738a6a..8a4a6fb5b53 100644
--- a/ui/litellm-dashboard/out/index.txt
+++ b/ui/litellm-dashboard/out/index.txt
@@ -1,7 +1,7 @@
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-3:I[44488,["289","static/chunks/289-04be6cb9636840d2.js","931","static/chunks/app/page-3dcbe3938de7e459.js"],""]
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 4:I[5613,[],""]
 5:I[31778,[],""]
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diff --git a/ui/litellm-dashboard/src/app/page.tsx b/ui/litellm-dashboard/src/app/page.tsx
index 363a18d4278..7bd0656236a 100644
--- a/ui/litellm-dashboard/src/app/page.tsx
+++ b/ui/litellm-dashboard/src/app/page.tsx
@@ -8,6 +8,7 @@ import ViewUserDashboard from "@/components/view_users";
 import Teams from "@/components/teams";
 import AdminPanel from "@/components/admins";
 import Settings from "@/components/settings";
+import GeneralSettings from "@/components/general_settings";
 import ChatUI from "@/components/chat_ui";
 import Sidebar from "../components/leftnav";
 import Usage from "../components/usage";
@@ -169,6 +170,12 @@ const CreateKeyPage = () => {
               userRole={userRole}
               accessToken={accessToken}
             />
+          )  : page == "general-settings" ? (
+              <GeneralSettings
+                userID={userID}
+                userRole={userRole}
+                accessToken={accessToken}
+              />
           ) : (
             <Usage
               userID={userID}
diff --git a/ui/litellm-dashboard/src/components/delete_model_button.tsx b/ui/litellm-dashboard/src/components/delete_model_button.tsx
new file mode 100644
index 00000000000..ee23cdb1b4c
--- /dev/null
+++ b/ui/litellm-dashboard/src/components/delete_model_button.tsx
@@ -0,0 +1,71 @@
+"use client";
+
+import React, { useState } from "react";
+import { Grid, Col, Icon } from "@tremor/react";
+import { Title } from "@tremor/react";
+import {
+    Modal,
+    message,
+} from "antd";
+import { modelDeleteCall } from "./networking";
+import { TrashIcon } from "@heroicons/react/outline";
+
+interface DeleteModelProps {
+    modelID: string;
+    accessToken: string;
+}
+
+const DeleteModelButton: React.FC<DeleteModelProps> = ({
+    modelID,
+    accessToken,
+}) => {
+    const [isModalVisible, setIsModalVisible] = useState(false);
+
+    const handleDelete = async () => {
+        try {
+            message.info("Making API Call");
+            setIsModalVisible(true);
+            const response = await modelDeleteCall(accessToken, modelID);
+
+            console.log("model delete Response:", response);
+            message.success(`Model ${modelID} deleted successfully`);
+            setIsModalVisible(false);
+        } catch (error) {
+            console.error("Error deleting the model:", error);
+        }
+    };
+
+    return (
+        <div>
+            <Icon
+                onClick={() => setIsModalVisible(true)}
+                icon={TrashIcon}
+                size="sm"
+            />
+
+            <Modal
+                open={isModalVisible}
+                onOk={handleDelete}
+                okType="danger"
+                onCancel={() => setIsModalVisible(false)}
+            >
+                <Grid numItems={1} className="gap-2 w-full">
+
+                    <Title>Delete Model</Title>
+                    <Col numColSpan={1}>
+                        <p>
+                            Are you sure you want to delete this model? This action is irreversible.
+                        </p>
+                    </Col>
+                    <Col numColSpan={1}>
+                        <p>
+                            Model ID: <b>{modelID}</b>
+                        </p>
+                    </Col>
+                </Grid>
+            </Modal>
+        </div>
+    );
+};
+
+export default DeleteModelButton;
\ No newline at end of file
diff --git a/ui/litellm-dashboard/src/components/general_settings.tsx b/ui/litellm-dashboard/src/components/general_settings.tsx
new file mode 100644
index 00000000000..6ea3fcc8ac1
--- /dev/null
+++ b/ui/litellm-dashboard/src/components/general_settings.tsx
@@ -0,0 +1,136 @@
+import React, { useState, useEffect } from "react";
+import {
+  Card,
+  Title,
+  Subtitle,
+  Table,
+  TableHead,
+  TableRow,
+  Badge,
+  TableHeaderCell,
+  TableCell,
+  TableBody,
+  Metric,
+  Text,
+  Grid,
+  Button,
+  TextInput,
+  Col,
+} from "@tremor/react";
+import { getCallbacksCall, setCallbacksCall, serviceHealthCheck } from "./networking";
+import { Modal, Form, Input, Select, Button as Button2, message } from "antd";
+import StaticGenerationSearchParamsBailoutProvider from "next/dist/client/components/static-generation-searchparams-bailout-provider";
+
+interface GeneralSettingsPageProps {
+  accessToken: string | null;
+  userRole: string | null;
+  userID: string | null;
+}
+
+const GeneralSettings: React.FC<GeneralSettingsPageProps> = ({
+  accessToken,
+  userRole,
+  userID,
+}) => {
+  const [routerSettings, setRouterSettings] = useState<{ [key: string]: any }>({});
+  const [isModalVisible, setIsModalVisible] = useState(false);
+  const [form] = Form.useForm();
+  const [selectedCallback, setSelectedCallback] = useState<string | null>(null);
+
+  useEffect(() => {
+    if (!accessToken || !userRole || !userID) {
+      return;
+    }
+    getCallbacksCall(accessToken, userID, userRole).then((data) => {
+      console.log("callbacks", data);
+      let router_settings = data.router_settings;
+      setRouterSettings(router_settings);
+    });
+  }, [accessToken, userRole, userID]);
+
+  const handleAddCallback = () => {
+    console.log("Add callback clicked");
+    setIsModalVisible(true);
+  };
+
+  const handleCancel = () => {
+    setIsModalVisible(false);
+    form.resetFields();
+    setSelectedCallback(null);
+  };
+
+  const handleSaveChanges = (router_settings: any) => {
+    if (!accessToken) {
+      return;
+    }
+
+    console.log("router_settings", router_settings);
+
+    const updatedVariables = Object.fromEntries(
+      Object.entries(router_settings).map(([key, value]) => [key, (document.querySelector(`input[name="${key}"]`) as HTMLInputElement)?.value || value])
+    );
+
+    console.log("updatedVariables", updatedVariables);
+
+    const payload = {
+      router_settings: updatedVariables
+    };
+
+    try {
+      setCallbacksCall(accessToken, payload);
+    } catch (error) {
+      message.error("Failed to update router settings: " + error, 20);
+    }
+
+    message.success("router settings updated successfully");
+  };
+
+  
+
+  if (!accessToken) {
+    return null;
+  }
+
+  return (
+    <div className="w-full mx-4">
+      <Grid numItems={1} className="gap-2 p-8 w-full mt-2">
+      <Title>Router Settings</Title>
+        <Card >
+          <Table>
+            <TableHead>
+              <TableRow>
+                <TableHeaderCell>Setting</TableHeaderCell>
+                <TableHeaderCell>Value</TableHeaderCell>
+              </TableRow>
+            </TableHead>
+            <TableBody>
+            {Object.entries(routerSettings).map(([param, value]) => (
+  <TableRow key={param}>
+    <TableCell>
+      <Text>{param}</Text>
+    </TableCell>
+    <TableCell>
+      <TextInput
+        name={param}
+        defaultValue={
+          typeof value === 'object' ? JSON.stringify(value, null, 2) : value.toString()
+        }
+      />
+    </TableCell>
+  </TableRow>
+))}
+</TableBody>
+        </Table>
+        </Card>
+        <Col>
+            <Button className="mt-2" onClick={() => handleSaveChanges(routerSettings)}>
+            Save Changes
+            </Button>
+        </Col>
+      </Grid>
+
+    </div>
+  );
+};
+
+export default GeneralSettings;
\ No newline at end of file
diff --git a/ui/litellm-dashboard/src/components/leftnav.tsx b/ui/litellm-dashboard/src/components/leftnav.tsx
index 99da0500255..04a99c41f17 100644
--- a/ui/litellm-dashboard/src/components/leftnav.tsx
+++ b/ui/litellm-dashboard/src/components/leftnav.tsx
@@ -92,6 +92,11 @@ const Sidebar: React.FC<SidebarProps> = ({
             Integrations
           </Text>
           </Menu.Item>
+          <Menu.Item key="9" onClick={() => setPage("general-settings")}>
+          <Text>
+            Settings
+          </Text>
+          </Menu.Item>
           {userRole == "Admin" ? (
             <Menu.Item key="7" onClick={() => setPage("admin-panel")}>
               <Text>
diff --git a/ui/litellm-dashboard/src/components/model_dashboard.tsx b/ui/litellm-dashboard/src/components/model_dashboard.tsx
index 018dd7e2039..9735bb83cdd 100644
--- a/ui/litellm-dashboard/src/components/model_dashboard.tsx
+++ b/ui/litellm-dashboard/src/components/model_dashboard.tsx
@@ -12,10 +12,13 @@ import {
   Metric,
   Text,
   Grid,
+  Accordion,
+  AccordionHeader,
+  AccordionBody,
 } from "@tremor/react";
 import { TabPanel, TabPanels, TabGroup, TabList, Tab, TextInput, Icon } from "@tremor/react";
 import { Select, SelectItem, MultiSelect, MultiSelectItem } from "@tremor/react";
-import { modelInfoCall, userGetRequesedtModelsCall, modelMetricsCall, modelCreateCall, Model, modelCostMap, modelDeleteCall, healthCheckCall } from "./networking";
+import { modelInfoCall, userGetRequesedtModelsCall, modelCreateCall, Model, modelCostMap, modelDeleteCall, healthCheckCall } from "./networking";
 import { BarChart } from "@tremor/react";
 import {
   Button as Button2,
@@ -35,6 +38,7 @@ import RequestAccess from "./request_model_access";
 import { Typography } from "antd";
 import TextArea from "antd/es/input/TextArea";
 import { InformationCircleIcon, PencilAltIcon, PencilIcon, StatusOnlineIcon, TrashIcon } from "@heroicons/react/outline";
+import DeleteModelButton from "./delete_model_button";
 const { Title: Title2, Link } = Typography;
 import { UploadOutlined } from '@ant-design/icons';
 import type { UploadProps } from 'antd';
@@ -77,7 +81,6 @@ const ModelDashboard: React.FC<ModelDashboardProps> = ({
   userID,
 }) => {
   const [modelData, setModelData] = useState<any>({ data: [] });
-  const [modelMetrics, setModelMetrics] = useState<any[]>([]);
   const [pendingRequests, setPendingRequests] = useState<any[]>([]);
   const [form] = Form.useForm();
   const [modelMap, setModelMap] = useState<any>(null);
@@ -135,14 +138,7 @@ const ModelDashboard: React.FC<ModelDashboardProps> = ({
         console.log("Model data response:", modelDataResponse.data);
         setModelData(modelDataResponse);
 
-        const modelMetricsResponse = await modelMetricsCall(
-          accessToken,
-          userID,
-          userRole
-        );
-
-        console.log("Model metrics response:", modelMetricsResponse);
-        setModelMetrics(modelMetricsResponse);
+       
 
         // if userRole is Admin, show the pending requests
         if (userRole === "Admin" && accessToken) {
@@ -227,7 +223,6 @@ const ModelDashboard: React.FC<ModelDashboardProps> = ({
       max_tokens = model_info?.max_tokens;
     }
 
-    // let cleanedLitellmParams == litellm_params without model, api_base
     if (curr_model?.litellm_params) {
       cleanedLitellmParams = Object.fromEntries(
         Object.entries(curr_model?.litellm_params).filter(
@@ -261,11 +256,6 @@ const ModelDashboard: React.FC<ModelDashboardProps> = ({
     );
   }
 
-  const handleDelete = async (model_id: string) => {
-    await modelDeleteCall(accessToken, model_id)
-  };
-
-
   const setProviderModelsFn = (provider: string) => {
     console.log(`received provider string: ${provider}`)
     const providerKey = Object.keys(Providers).find(key => (Providers as {[index: string]: any})[key] === provider);
@@ -472,44 +462,32 @@ const ModelDashboard: React.FC<ModelDashboardProps> = ({
                   }
 
                   <TableCell>
-                    <pre>
+
+                <Accordion>
+                  <AccordionHeader>
+                    <Text>Litellm params</Text>
+                  </AccordionHeader>
+                  <AccordionBody>
+                  <pre>
                     {JSON.stringify(model.cleanedLitellmParams, null, 2)}
                     </pre>
+                  </AccordionBody>
+                </Accordion>
+                   
                   </TableCell>
 
                   <TableCell>{model.input_cost}</TableCell>
                   <TableCell>{model.output_cost}</TableCell>
                   <TableCell>{model.max_tokens}</TableCell>
-                  <TableCell><Icon icon={TrashIcon} size="sm" onClick={() => handleDelete(model.model_info.id)}/></TableCell>
+                  <TableCell>
+                          <DeleteModelButton modelID={model.model_info.id} accessToken={accessToken} />
+                        </TableCell>
                 </TableRow>
               ))}
             </TableBody>
           </Table>
         </Card>
-        <Card>
-          <Title>Model Statistics (Number Requests)</Title>
-              <BarChart
-                data={modelMetrics}
-                index="model"
-                categories={["num_requests"]}
-                colors={["blue"]}
-                yAxisWidth={400}
-                layout="vertical"
-                tickGap={5}
-              />
-        </Card>
-        <Card>
-          <Title>Model Statistics (Latency)</Title>
-              <BarChart
-                data={modelMetrics}
-                index="model"
-                categories={["avg_latency_seconds"]}
-                colors={["red"]}
-                yAxisWidth={400}
-                layout="vertical"
-                tickGap={5}
-              />
-        </Card>
+
       </Grid>
       </TabPanel>
       <TabPanel className="h-full">
diff --git a/ui/litellm-dashboard/src/components/settings.tsx b/ui/litellm-dashboard/src/components/settings.tsx
index c7c60bb4485..e8bdcc4b345 100644
--- a/ui/litellm-dashboard/src/components/settings.tsx
+++ b/ui/litellm-dashboard/src/components/settings.tsx
@@ -36,6 +36,7 @@ const Settings: React.FC<SettingsPageProps> = ({
   const [isModalVisible, setIsModalVisible] = useState(false);
   const [form] = Form.useForm();
   const [selectedCallback, setSelectedCallback] = useState<string | null>(null);
+  const [selectedAlertValues, setSelectedAlertValues] = useState([]);
 
   useEffect(() => {
     if (!accessToken || !userRole || !userID) {
@@ -59,6 +60,12 @@ const Settings: React.FC<SettingsPageProps> = ({
     setSelectedCallback(null);
   };
 
+  const handleChange = (values: any) => {
+    setSelectedAlertValues(values);
+    // Here, you can perform any additional logic with the selected values
+    console.log('Selected values:', values);
+  };
+
   const handleSaveChanges = (callback: any) => {
     if (!accessToken) {
       return;
@@ -68,8 +75,14 @@ const Settings: React.FC<SettingsPageProps> = ({
       Object.entries(callback.variables).map(([key, value]) => [key, (document.querySelector(`input[name="${key}"]`) as HTMLInputElement)?.value || value])
     );
 
+    console.log("updatedVariables", updatedVariables);
+    console.log("updateAlertTypes", selectedAlertValues);
+
     const payload = {
       environment_variables: updatedVariables,
+      general_settings: {
+        alert_types: selectedAlertValues
+      }
     };
 
     try {
@@ -169,6 +182,25 @@ const Settings: React.FC<SettingsPageProps> = ({
   </li>
 ))}
         </ul>
+        {callback.all_alert_types && (
+          <div>
+            <Text className="mt-2">Alerting Types</Text>
+            <Select
+              mode="multiple"
+              style={{ width: '100%' }}
+              placeholder="Select Alerting Types"
+              optionLabelProp="label"
+              onChange={handleChange}
+              defaultValue={callback.alerting_types}
+            >
+              {callback.all_alert_types.map((type: string) => (
+                <Select.Option key={type} value={type} label={type}>
+                  {type}
+                </Select.Option>
+              ))}
+            </Select>
+          </div>
+        )}
         <Button className="mt-2" onClick={() => handleSaveChanges(callback)}>
           Save Changes
         </Button>
diff --git a/ui/litellm-dashboard/src/components/usage.tsx b/ui/litellm-dashboard/src/components/usage.tsx
index 8900a259958..38811c192c4 100644
--- a/ui/litellm-dashboard/src/components/usage.tsx
+++ b/ui/litellm-dashboard/src/components/usage.tsx
@@ -11,7 +11,8 @@ import {
   adminTopKeysCall,
   adminTopModelsCall,
   teamSpendLogsCall,
-  tagsSpendLogsCall
+  tagsSpendLogsCall,
+  modelMetricsCall,
 } from "./networking";
 import { start } from "repl";
 
@@ -143,6 +144,8 @@ const UsagePage: React.FC<UsagePageProps> = ({
   const [topTagsData, setTopTagsData] = useState<any[]>([]);
   const [uniqueTeamIds, setUniqueTeamIds] = useState<any[]>([]);
   const [totalSpendPerTeam, setTotalSpendPerTeam] = useState<any[]>([]);
+  const [modelMetrics, setModelMetrics] = useState<any[]>([]);
+  const [modelLatencyMetrics, setModelLatencyMetrics] = useState<any[]>([]);
 
   const firstDay = new Date(
     currentDate.getFullYear(),
@@ -223,6 +226,8 @@ const UsagePage: React.FC<UsagePageProps> = ({
             //get top tags
             const top_tags = await tagsSpendLogsCall(accessToken);
             setTopTagsData(top_tags.top_10_tags);
+
+            
           } else if (userRole == "App Owner") {
             await userSpendLogsCall(
               accessToken,
@@ -259,6 +264,21 @@ const UsagePage: React.FC<UsagePageProps> = ({
               }
             });
           }
+
+          const modelMetricsResponse = await modelMetricsCall(
+            accessToken,
+            userID,
+            userRole
+          );
+  
+          console.log("Model metrics response:", modelMetricsResponse);
+          // Sort by latency (avg_latency_seconds)
+          const sortedByLatency = [...modelMetricsResponse].sort((a, b) => b.avg_latency_seconds - a.avg_latency_seconds);
+          console.log("Sorted by latency:", sortedByLatency);
+
+          setModelMetrics(modelMetricsResponse);
+          setModelLatencyMetrics(sortedByLatency);
+
         } catch (error) {
           console.error("There was an error fetching the data", error);
           // Optionally, update your UI to reflect the error state here as well
@@ -281,6 +301,7 @@ const UsagePage: React.FC<UsagePageProps> = ({
           <Tab>All Up</Tab>
           <Tab>Team Based Usage</Tab>
            <Tab>Tag Based Usage</Tab>
+           <Tab>Model Based Usage</Tab>
         </TabList>
         <TabPanels>
           <TabPanel>
@@ -420,6 +441,36 @@ const UsagePage: React.FC<UsagePageProps> = ({
               </Col>
             </Grid>
             </TabPanel>
+            
+            <TabPanel>
+            <Card>
+          <Title>Number Requests per Model</Title>
+              <BarChart
+                data={modelMetrics}
+                className="h-[50vh]"
+                index="model"
+                categories={["num_requests"]}
+                colors={["blue"]}
+                yAxisWidth={400}
+                layout="vertical"
+                tickGap={5}
+              />
+        </Card>
+        <Card className="mt-4">
+          <Title>Latency Per Model</Title>
+              <BarChart
+                data={modelLatencyMetrics}
+                className="h-[50vh]"
+                index="model"
+                categories={["avg_latency_seconds"]}
+                colors={["red"]}
+                yAxisWidth={400}
+                layout="vertical"
+                tickGap={5}
+              />
+        </Card>
+
+            </TabPanel>
         </TabPanels>
       </TabGroup>
     </div>
diff --git a/ui/litellm-dashboard/src/components/user_dashboard.tsx b/ui/litellm-dashboard/src/components/user_dashboard.tsx
index 11d05698b2b..3f6a988b3fb 100644
--- a/ui/litellm-dashboard/src/components/user_dashboard.tsx
+++ b/ui/litellm-dashboard/src/components/user_dashboard.tsx
@@ -246,6 +246,7 @@ const UserDashboard: React.FC<UserDashboardProps> = ({
             selectedTeam={selectedTeam ? selectedTeam : null}
             data={keys}
             setData={setKeys}
+            teams={teams}
           />
           <CreateKey
             key={selectedTeam ? selectedTeam.team_id : null}
diff --git a/ui/litellm-dashboard/src/components/view_key_table.tsx b/ui/litellm-dashboard/src/components/view_key_table.tsx
index a4b49bd48b2..669547396f9 100644
--- a/ui/litellm-dashboard/src/components/view_key_table.tsx
+++ b/ui/litellm-dashboard/src/components/view_key_table.tsx
@@ -20,7 +20,7 @@ import {
   Icon,
   BarChart,
 } from "@tremor/react";
-
+import { Select as Select3, SelectItem, MultiSelect, MultiSelectItem } from "@tremor/react";
 import {
   Button as Button2,
   Modal,
@@ -52,6 +52,7 @@ interface ViewKeyTableProps {
   selectedTeam: any | null;
   data: any[] | null;
   setData: React.Dispatch<React.SetStateAction<any[] | null>>;
+  teams: any[] | null;
 }
 
 interface ItemData {
@@ -78,6 +79,7 @@ const ViewKeyTable: React.FC<ViewKeyTableProps> = ({
   selectedTeam,
   data,
   setData,
+  teams
 }) => {
   const [isButtonClicked, setIsButtonClicked] = useState(false);
   const [isDeleteModalOpen, setIsDeleteModalOpen] = useState(false);
@@ -92,6 +94,9 @@ const ViewKeyTable: React.FC<ViewKeyTableProps> = ({
   const [editModalVisible, setEditModalVisible] = useState(false);
   const [selectedToken, setSelectedToken] = useState<ItemData | null>(null);
   const [userModels, setUserModels] = useState([]);
+  const initialKnownTeamIDs: Set<string> = new Set();
+
+  const [knownTeamIDs, setKnownTeamIDs] = useState(initialKnownTeamIDs);
 
   useEffect(() => {
     const fetchUserModels = async () => {
@@ -116,13 +121,21 @@ const ViewKeyTable: React.FC<ViewKeyTableProps> = ({
     fetchUserModels();
   }, [accessToken, userID, userRole]);
 
+  useEffect(() => {
+    if (teams) {
+      const teamIDSet: Set<string> = new Set();
+      teams.forEach((team: any, index: number) => {
+        const team_obj: string = team.team_id
+        teamIDSet.add(team_obj);
+      });
+      setKnownTeamIDs(teamIDSet)
+    }
+  }, [teams])
   const EditKeyModal: React.FC<EditKeyModalProps> = ({ visible, onCancel, token, onSubmit }) => {
     const [form] = Form.useForm();
-
-    console.log("in edit key modal:", token);
-    console.log("in edit key modal, team:", selectedTeam);
-
-    
+    const [keyTeam, setKeyTeam] = useState(selectedTeam);
+    const [errorModels, setErrorModels] = useState<string[]>([]);
+    const [errorBudget, setErrorBudget] = useState<boolean>(false);
 
     const handleOk = () => {
       form
@@ -135,8 +148,8 @@ const ViewKeyTable: React.FC<ViewKeyTableProps> = ({
         .catch((error) => {
           console.error("Validation failed:", error);
         });
-  };
-  
+      };
+
     return (
         <Modal
               title="Edit Key"
@@ -164,7 +177,23 @@ const ViewKeyTable: React.FC<ViewKeyTableProps> = ({
                 <Input />
               </Form.Item>
 
-              <Form.Item label="Models" name="models">
+              <Form.Item label="Models" name="models" rules={[
+                {
+                  validator: (rule, value) => {
+                    const errorModels = value.filter((model: string) => (
+                      !keyTeam.models.includes(model) && 
+                      model !== "all-team-models" && 
+                      model !== "all-proxy-models"
+                    ));
+                    console.log(`errorModels: ${errorModels}`)
+                    if (errorModels.length > 0) {
+                      return Promise.reject(`Some models are not part of the new team\'s models - ${errorModels}`);
+                    } else {
+                      return Promise.resolve();
+                    }
+                  }
+                }
+              ]}>
                 <Select
                   mode="multiple"
                   placeholder="Select models"
@@ -173,42 +202,40 @@ const ViewKeyTable: React.FC<ViewKeyTableProps> = ({
                   <Option key="all-team-models" value="all-team-models">
                     All Team Models
                   </Option>                
-                  {selectedTeam && selectedTeam.models ? (
-  selectedTeam.models.includes("all-proxy-models") ? (
-    userModels.filter(model => model !== "all-proxy-models").map((model: string) => (
-      <Option key={model} value={model}>
-        {model}
-      </Option>
-    ))
-  ) : (
-    selectedTeam.models.map((model: string) => (
-      <Option key={model} value={model}>
-        {model}
-      </Option>
-    ))
-  )
-) : (
-  userModels.map((model: string) => (
-    <Option key={model} value={model}>
-      {model}
-    </Option>
-  ))
-)}
-
-
-
+                  {keyTeam && keyTeam.models ? (
+                    keyTeam.models.includes("all-proxy-models") ? (
+                      userModels.filter(model => model !== "all-proxy-models").map((model: string) => (
+                        <Option key={model} value={model}>
+                          {model}
+                        </Option>
+                      ))
+                    ) : (
+                      keyTeam.models.map((model: string) => (
+                        <Option key={model} value={model}>
+                          {model}
+                        </Option>
+                      ))
+                    )
+                  ) : (
+                    userModels.map((model: string) => (
+                      <Option key={model} value={model}>
+                        {model}
+                      </Option>
+                    ))
+                  )}
                 </Select>
               </Form.Item>
               <Form.Item 
                 className="mt-8"
                 label="Max Budget (USD)" 
                 name="max_budget" 
-                help={`Budget cannot exceed team max budget: $${selectedTeam?.max_budget !== null && selectedTeam?.max_budget !== undefined ? selectedTeam?.max_budget : 'unlimited'}`}
+                help={`Budget cannot exceed team max budget: ${keyTeam?.max_budget !== null && keyTeam?.max_budget !== undefined ? keyTeam?.max_budget : 'unlimited'}`}
                 rules={[
                   {
                       validator: async (_, value) => {
-                          if (value && selectedTeam && selectedTeam.max_budget !== null && value > selectedTeam.max_budget) {
-                              throw new Error(`Budget cannot exceed team max budget: $${selectedTeam.max_budget}`);
+                          if (value && keyTeam && keyTeam.max_budget !== null && value > keyTeam.max_budget) {
+                              console.log(`keyTeam.max_budget: ${keyTeam.max_budget}`)
+                              throw new Error(`Budget cannot exceed team max budget: $${keyTeam.max_budget}`);
                           }
                       },
                   },
@@ -221,7 +248,23 @@ const ViewKeyTable: React.FC<ViewKeyTableProps> = ({
                   name="token"
                   hidden={true}
                 ></Form.Item>
-
+              <Form.Item 
+                label="Team" 
+                name="team_id"
+                help="the team this key belongs to"
+              >
+                <Select3 value={token.team_alias}>
+                {teams?.map((team_obj, index) => (
+                    <SelectItem
+                      key={index}
+                      value={team_obj.team_id}
+                      onClick={() => setKeyTeam(team_obj)}
+                    >
+                      {team_obj.team_alias}
+                    </SelectItem>
+                  ))}
+              </Select3>
+              </Form.Item>
             </>
           <div style={{ textAlign: "right", marginTop: "10px" }}>
             <Button2 htmlType="submit">Edit Key</Button2>
@@ -247,19 +290,24 @@ const ViewKeyTable: React.FC<ViewKeyTableProps> = ({
     setEditModalVisible(true);
   };
 
-const handleEditCancel = () => {
-  setEditModalVisible(false);
-  setSelectedToken(null);
-};
+  const handleEditCancel = () => {
+    setEditModalVisible(false);
+    setSelectedToken(null);
+  };
 
-const handleEditSubmit = async (formValues: Record<string, any>) => {
-  // Call API to update team with teamId and values
+  const handleEditSubmit = async (formValues: Record<string, any>) => {
+  /**
+   * Call API to update team with teamId and values
+   * 
+   * Client-side validation: For selected team, ensure models in team + max budget < team max budget
+   */
   if (accessToken == null) {
     return;
   }
+
   const currentKey = formValues.token; 
   formValues.key = currentKey;
-  
+
   console.log("handleEditSubmit:", formValues);
 
   let newKeyValues = await keyUpdateCall(accessToken, formValues);
@@ -276,7 +324,7 @@ const handleEditSubmit = async (formValues: Record<string, any>) => {
 
   setEditModalVisible(false);
   setSelectedToken(null);
-};
+  };
 
 
 
@@ -384,12 +432,8 @@ const handleEditSubmit = async (formValues: Record<string, any>) => {
             <TableHeaderCell>Secret Key</TableHeaderCell>
             <TableHeaderCell>Spend (USD)</TableHeaderCell>
             <TableHeaderCell>Budget (USD)</TableHeaderCell>
-            {/* <TableHeaderCell>Spend Report</TableHeaderCell> */}
-            {/* <TableHeaderCell>Team</TableHeaderCell> */}
-            {/* <TableHeaderCell>Metadata</TableHeaderCell> */}
             <TableHeaderCell>Models</TableHeaderCell>
             <TableHeaderCell>TPM / RPM Limits</TableHeaderCell>
-            {/* <TableHeaderCell>Expires</TableHeaderCell> */}
           </TableRow>
         </TableHead>
         <TableBody>
@@ -400,9 +444,17 @@ const handleEditSubmit = async (formValues: Record<string, any>) => {
               return null;
             }
             if (selectedTeam) {
-              if (item.team_id != selectedTeam.team_id) {
+              /**
+               * if selected team id is null -> show the keys with no team id or team id's that don't exist in db
+               */
+              console.log(`item team id: ${item.team_id}, knownTeamIDs.has(item.team_id): ${knownTeamIDs.has(item.team_id)}, selectedTeam id: ${selectedTeam.team_id}`)
+              if (selectedTeam.team_id == null && item.team_id !== null && !knownTeamIDs.has(item.team_id)) {
+                // do nothing -> returns a row with this key
+              }
+              else if (item.team_id != selectedTeam.team_id) {
                 return null;
               }
+              console.log(`item team id: ${item.team_id}, is returned`)
             }
             return (
               <TableRow key={item.token}>
diff --git a/ui/litellm-dashboard/src/components/view_users.tsx b/ui/litellm-dashboard/src/components/view_users.tsx
index 13446ae4311..7270b0d22da 100644
--- a/ui/litellm-dashboard/src/components/view_users.tsx
+++ b/ui/litellm-dashboard/src/components/view_users.tsx
@@ -19,12 +19,16 @@ import {
   TabPanel,
   Select,
   SelectItem,
+  Dialog, 
+  DialogPanel,
+  Icon
 } from "@tremor/react";
 import { userInfoCall, adminTopEndUsersCall } from "./networking";
 import { Badge, BadgeDelta, Button } from "@tremor/react";
 import RequestAccess from "./request_model_access";
 import CreateUser from "./create_user_button";
 import Paragraph from "antd/es/skeleton/Paragraph";
+import InformationCircleIcon from "@heroicons/react/outline/InformationCircleIcon";
 
 interface ViewUserDashboardProps {
   accessToken: string | null;
@@ -46,6 +50,8 @@ const ViewUserDashboard: React.FC<ViewUserDashboardProps> = ({
   const [userData, setUserData] = useState<null | any[]>(null);
   const [endUsers, setEndUsers] = useState<null | any[]>(null);
   const [currentPage, setCurrentPage] = useState(0);
+  const [openDialogId, setOpenDialogId] = React.useState<null | number>(null);
+  const [selectedItem, setSelectedItem] = useState<null | any>(null);
   const defaultPageSize = 25;
 
   useEffect(() => {
@@ -158,19 +164,19 @@ const ViewUserDashboard: React.FC<ViewUserDashboardProps> = ({
                   <TableHead>
                     <TableRow>
                       <TableHeaderCell>User ID</TableHeaderCell>
-                      <TableHeaderCell>User Role</TableHeaderCell>
+                      <TableHeaderCell>User Email</TableHeaderCell>
                       <TableHeaderCell>User Models</TableHeaderCell>
                       <TableHeaderCell>User Spend ($ USD)</TableHeaderCell>
                       <TableHeaderCell>User Max Budget ($ USD)</TableHeaderCell>
+                      <TableHeaderCell>User API Key Aliases</TableHeaderCell>
                     </TableRow>
                   </TableHead>
                   <TableBody>
                     {userData.map((user: any) => (
                       <TableRow key={user.user_id}>
                         <TableCell>{user.user_id}</TableCell>
-                        <TableCell>
-                          {user.user_role ? user.user_role : "app_owner"}
-                        </TableCell>
+                        <TableCell>{user.user_email}</TableCell>
+                        
                         <TableCell>
                           {user.models && user.models.length > 0
                             ? user.models
@@ -180,6 +186,23 @@ const ViewUserDashboard: React.FC<ViewUserDashboardProps> = ({
                         <TableCell>
                           {user.max_budget ? user.max_budget : "Unlimited"}
                         </TableCell>
+                        <TableCell>
+                          <Grid numItems={2}>
+                          {user && user.key_aliases
+                              ? user.key_aliases.filter((key: any) => key !== null).length > 0
+                                ? <Badge size={"xs"} color={"indigo"}>{user.key_aliases.filter((key: any) => key !== null).join(', ') }</Badge>
+                                : <Badge size={"xs"} color={"gray"}>No Keys</Badge>
+                              : <Badge size={"xs"} color={"gray"}>No Keys</Badge>}
+                          {/* <Text>{user.key_aliases.filter(key => key !== null).length} Keys</Text> */}
+                        {/* <Icon icon={InformationCircleIcon} onClick= {() => {
+                          setOpenDialogId(user.user_id)
+                          setSelectedItem(user)
+                        }}>View Keys</Icon> */}
+
+                          </Grid>
+
+                        </TableCell>
+
                       </TableRow>
                     ))}
                   </TableBody>
@@ -236,7 +259,29 @@ const ViewUserDashboard: React.FC<ViewUserDashboardProps> = ({
         </Card>
         {renderPagination()}
       </Grid>
+      {/* <Dialog
+  open={openDialogId !== null}
+  onClose={() => {
+    setOpenDialogId(null);
+  }}
+
+>
+  <DialogPanel>
+  <div className="grid grid-cols-1 gap-6 sm:grid-cols-2 lg:grid-cols-3">
+    <Title>Key Aliases</Title>
+
+    <Text>
+    {selectedItem && selectedItem.key_aliases
+ ? selectedItem.key_aliases.filter(key => key !== null).length > 0
+   ? selectedItem.key_aliases.filter(key => key !== null).join(', ')
+   : 'No Keys'
+ : "No Keys"}
+    </Text>
     </div>
+  </DialogPanel>
+</Dialog> */}
+    </div>
+
   );
 };