diff --git a/litellm/integrations/langfuse.py b/litellm/integrations/langfuse.py
index e7fb8bb482e..d6c235d0cb7 100644
--- a/litellm/integrations/langfuse.py
+++ b/litellm/integrations/langfuse.py
@@ -605,6 +605,12 @@ class LangFuseLogger:
             if "cache_key" in litellm.langfuse_default_tags:
                 _hidden_params = metadata.get("hidden_params", {}) or {}
                 _cache_key = _hidden_params.get("cache_key", None)
+                if _cache_key is None:
+                    # fallback to using "preset_cache_key"
+                    _preset_cache_key = kwargs.get("litellm_params", {}).get(
+                        "preset_cache_key", None
+                    )
+                    _cache_key = _preset_cache_key
                 tags.append(f"cache_key:{_cache_key}")
         return tags
 
diff --git a/litellm/integrations/s3.py b/litellm/integrations/s3.py
index 6e8c4a4e43b..c440be5f158 100644
--- a/litellm/integrations/s3.py
+++ b/litellm/integrations/s3.py
@@ -7,9 +7,11 @@ import subprocess
 import sys
 import traceback
 import uuid
+from typing import Optional
 
 import litellm
 from litellm._logging import print_verbose, verbose_logger
+from litellm.types.utils import StandardLoggingPayload
 
 
 class S3Logger:
@@ -123,29 +125,13 @@ class S3Logger:
                     else:
                         clean_metadata[key] = value
 
-            # Build the initial payload
-            payload = {
-                "id": id,
-                "call_type": call_type,
-                "cache_hit": cache_hit,
-                "startTime": start_time,
-                "endTime": end_time,
-                "model": kwargs.get("model", ""),
-                "user": kwargs.get("user", ""),
-                "modelParameters": optional_params,
-                "messages": messages,
-                "response": response_obj,
-                "usage": usage,
-                "metadata": clean_metadata,
-            }
-
             # Ensure everything in the payload is converted to str
-            for key, value in payload.items():
-                try:
-                    payload[key] = str(value)
-                except:
-                    # non blocking if it can't cast to a str
-                    pass
+            payload: Optional[StandardLoggingPayload] = kwargs.get(
+                "standard_logging_object", None
+            )
+
+            if payload is None:
+                return
 
             s3_file_name = litellm.utils.get_logging_id(start_time, payload) or ""
             s3_object_key = (
diff --git a/litellm/litellm_core_utils/litellm_logging.py b/litellm/litellm_core_utils/litellm_logging.py
index 9f84b26d667..f96d2f234d0 100644
--- a/litellm/litellm_core_utils/litellm_logging.py
+++ b/litellm/litellm_core_utils/litellm_logging.py
@@ -5,11 +5,13 @@ import copy
 import datetime
 import json
 import os
+import re
 import subprocess
 import sys
 import time
 import traceback
 import uuid
+from datetime import datetime as dt_object
 from typing import Any, Callable, Dict, List, Literal, Optional, Union
 
 from pydantic import BaseModel
@@ -33,6 +35,9 @@ from litellm.types.utils import (
     EmbeddingResponse,
     ImageResponse,
     ModelResponse,
+    StandardLoggingHiddenParams,
+    StandardLoggingMetadata,
+    StandardLoggingPayload,
     TextCompletionResponse,
     TranscriptionResponse,
 )
@@ -617,6 +622,16 @@ class Logging:
                     total_time=float_diff,
                 )
 
+            ## STANDARDIZED LOGGING PAYLOAD
+
+            self.model_call_details["standard_logging_object"] = (
+                get_standard_logging_object_payload(
+                    kwargs=self.model_call_details,
+                    init_response_obj=result,
+                    start_time=start_time,
+                    end_time=end_time,
+                )
+            )
             return start_time, end_time, result
         except Exception as e:
             raise Exception(f"[Non-Blocking] LiteLLM.Success_Call Error: {str(e)}")
@@ -2166,3 +2181,156 @@ def use_custom_pricing_for_model(litellm_params: Optional[dict]) -> bool:
             if k in SPECIAL_MODEL_INFO_PARAMS:
                 return True
     return False
+
+
+def is_valid_sha256_hash(value: str) -> bool:
+    # Check if the value is a valid SHA-256 hash (64 hexadecimal characters)
+    return bool(re.fullmatch(r"[a-fA-F0-9]{64}", value))
+
+
+def get_standard_logging_object_payload(
+    kwargs: Optional[dict],
+    init_response_obj: Any,
+    start_time: dt_object,
+    end_time: dt_object,
+) -> Optional[StandardLoggingPayload]:
+    try:
+        if kwargs is None:
+            kwargs = {}
+
+        hidden_params: Optional[dict] = None
+        if init_response_obj is None:
+            response_obj = {}
+        elif isinstance(init_response_obj, BaseModel):
+            response_obj = init_response_obj.model_dump()
+            hidden_params = getattr(init_response_obj, "_hidden_params", None)
+        else:
+            response_obj = {}
+        # standardize this function to be used across, s3, dynamoDB, langfuse logging
+        litellm_params = kwargs.get("litellm_params", {})
+        proxy_server_request = litellm_params.get("proxy_server_request") or {}
+        end_user_id = proxy_server_request.get("body", {}).get("user", None)
+        metadata = (
+            litellm_params.get("metadata", {}) or {}
+        )  # if litellm_params['metadata'] == None
+        completion_start_time = kwargs.get("completion_start_time", end_time)
+        call_type = kwargs.get("call_type")
+        cache_hit = kwargs.get("cache_hit", False)
+        usage = response_obj.get("usage", None) or {}
+        if type(usage) == litellm.Usage:
+            usage = dict(usage)
+        id = response_obj.get("id", kwargs.get("litellm_call_id"))
+
+        _model_id = metadata.get("model_info", {}).get("id", "")
+        _model_group = metadata.get("model_group", "")
+
+        request_tags = (
+            metadata.get("tags", [])
+            if isinstance(metadata.get("tags", []), list)
+            else []
+        )
+
+        # cleanup timestamps
+        if isinstance(start_time, datetime.datetime):
+            start_time_float = start_time.timestamp()
+        elif isinstance(start_time, float):
+            start_time_float = start_time
+        if isinstance(end_time, datetime.datetime):
+            end_time_float = end_time.timestamp()
+        elif isinstance(end_time, float):
+            end_time_float = end_time
+        if isinstance(completion_start_time, datetime.datetime):
+            completion_start_time_float = completion_start_time.timestamp()
+        elif isinstance(completion_start_time, float):
+            completion_start_time_float = completion_start_time
+        # clean up litellm hidden params
+        clean_hidden_params = StandardLoggingHiddenParams(
+            model_id=None,
+            cache_key=None,
+            api_base=None,
+            response_cost=None,
+            additional_headers=None,
+        )
+        if hidden_params is not None:
+            clean_hidden_params = StandardLoggingHiddenParams(
+                **{  # type: ignore
+                    key: hidden_params[key]
+                    for key in StandardLoggingHiddenParams.__annotations__.keys()
+                    if key in hidden_params
+                }
+            )
+        # clean up litellm metadata
+        clean_metadata = StandardLoggingMetadata(
+            user_api_key_hash=None,
+            user_api_key_alias=None,
+            user_api_key_team_id=None,
+            user_api_key_user_id=None,
+            user_api_key_team_alias=None,
+            spend_logs_metadata=None,
+            requester_ip_address=None,
+        )
+        if isinstance(metadata, dict):
+            # Filter the metadata dictionary to include only the specified keys
+            clean_metadata = StandardLoggingMetadata(
+                **{  # type: ignore
+                    key: metadata[key]
+                    for key in StandardLoggingMetadata.__annotations__.keys()
+                    if key in metadata
+                }
+            )
+
+            if metadata.get("user_api_key") is not None:
+                if is_valid_sha256_hash(str(metadata.get("user_api_key"))):
+                    clean_metadata["user_api_key_hash"] = metadata.get(
+                        "user_api_key"
+                    )  # this is the hash
+
+        if litellm.cache is not None:
+            cache_key = litellm.cache.get_cache_key(**kwargs)
+        else:
+            cache_key = None
+        if cache_hit is True:
+            import time
+
+            id = f"{id}_cache_hit{time.time()}"  # do not duplicate the request id
+
+        payload: StandardLoggingPayload = StandardLoggingPayload(
+            id=str(id),
+            call_type=call_type or "",
+            cache_hit=cache_hit,
+            startTime=start_time_float,
+            endTime=end_time_float,
+            completionStartTime=completion_start_time_float,
+            model=kwargs.get("model", "") or "",
+            metadata=clean_metadata,
+            cache_key=cache_key,
+            response_cost=kwargs.get("response_cost", 0),
+            total_tokens=usage.get("total_tokens", 0),
+            prompt_tokens=usage.get("prompt_tokens", 0),
+            completion_tokens=usage.get("completion_tokens", 0),
+            request_tags=request_tags,
+            end_user=end_user_id or "",
+            api_base=litellm_params.get("api_base", ""),
+            model_group=_model_group,
+            model_id=_model_id,
+            requester_ip_address=clean_metadata.get("requester_ip_address", None),
+            messages=kwargs.get("messages"),
+            response=(
+                response_obj if len(response_obj.keys()) > 0 else init_response_obj
+            ),
+            model_parameters=kwargs.get("optional_params", None),
+            hidden_params=clean_hidden_params,
+        )
+
+        verbose_logger.debug(
+            "Standard Logging: created payload - payload: %s\n\n", payload
+        )
+
+        return payload
+    except Exception as e:
+        verbose_logger.warning(
+            "Error creating standard logging object - {}\n{}".format(
+                str(e), traceback.format_exc()
+            )
+        )
+        return None
diff --git a/litellm/llms/base_aws_llm.py b/litellm/llms/base_aws_llm.py
new file mode 100644
index 00000000000..8de42eda739
--- /dev/null
+++ b/litellm/llms/base_aws_llm.py
@@ -0,0 +1,218 @@
+import json
+from typing import List, Optional
+
+import httpx
+
+from litellm._logging import verbose_logger
+from litellm.caching import DualCache, InMemoryCache
+from litellm.utils import get_secret
+
+from .base import BaseLLM
+
+
+class AwsAuthError(Exception):
+    def __init__(self, status_code, message):
+        self.status_code = status_code
+        self.message = message
+        self.request = httpx.Request(
+            method="POST", url="https://us-west-2.console.aws.amazon.com/bedrock"
+        )
+        self.response = httpx.Response(status_code=status_code, request=self.request)
+        super().__init__(
+            self.message
+        )  # Call the base class constructor with the parameters it needs
+
+
+class BaseAWSLLM(BaseLLM):
+    def __init__(self) -> None:
+        self.iam_cache = DualCache()
+        super().__init__()
+
+    def get_credentials(
+        self,
+        aws_access_key_id: Optional[str] = None,
+        aws_secret_access_key: Optional[str] = None,
+        aws_session_token: Optional[str] = None,
+        aws_region_name: Optional[str] = None,
+        aws_session_name: Optional[str] = None,
+        aws_profile_name: Optional[str] = None,
+        aws_role_name: Optional[str] = None,
+        aws_web_identity_token: Optional[str] = None,
+        aws_sts_endpoint: Optional[str] = None,
+    ):
+        """
+        Return a boto3.Credentials object
+        """
+        import boto3
+
+        ## CHECK IS  'os.environ/' passed in
+        params_to_check: List[Optional[str]] = [
+            aws_access_key_id,
+            aws_secret_access_key,
+            aws_session_token,
+            aws_region_name,
+            aws_session_name,
+            aws_profile_name,
+            aws_role_name,
+            aws_web_identity_token,
+            aws_sts_endpoint,
+        ]
+
+        # Iterate over parameters and update if needed
+        for i, param in enumerate(params_to_check):
+            if param and param.startswith("os.environ/"):
+                _v = get_secret(param)
+                if _v is not None and isinstance(_v, str):
+                    params_to_check[i] = _v
+        # Assign updated values back to parameters
+        (
+            aws_access_key_id,
+            aws_secret_access_key,
+            aws_session_token,
+            aws_region_name,
+            aws_session_name,
+            aws_profile_name,
+            aws_role_name,
+            aws_web_identity_token,
+            aws_sts_endpoint,
+        ) = params_to_check
+
+        verbose_logger.debug(
+            "in get credentials\n"
+            "aws_access_key_id=%s\n"
+            "aws_secret_access_key=%s\n"
+            "aws_session_token=%s\n"
+            "aws_region_name=%s\n"
+            "aws_session_name=%s\n"
+            "aws_profile_name=%s\n"
+            "aws_role_name=%s\n"
+            "aws_web_identity_token=%s\n"
+            "aws_sts_endpoint=%s",
+            aws_access_key_id,
+            aws_secret_access_key,
+            aws_session_token,
+            aws_region_name,
+            aws_session_name,
+            aws_profile_name,
+            aws_role_name,
+            aws_web_identity_token,
+            aws_sts_endpoint,
+        )
+
+        ### CHECK STS ###
+        if (
+            aws_web_identity_token is not None
+            and aws_role_name is not None
+            and aws_session_name is not None
+        ):
+            verbose_logger.debug(
+                f"IN Web Identity Token: {aws_web_identity_token} | Role Name: {aws_role_name} | Session Name: {aws_session_name}"
+            )
+
+            if aws_sts_endpoint is None:
+                sts_endpoint = f"https://sts.{aws_region_name}.amazonaws.com"
+            else:
+                sts_endpoint = aws_sts_endpoint
+
+            iam_creds_cache_key = json.dumps(
+                {
+                    "aws_web_identity_token": aws_web_identity_token,
+                    "aws_role_name": aws_role_name,
+                    "aws_session_name": aws_session_name,
+                    "aws_region_name": aws_region_name,
+                    "aws_sts_endpoint": sts_endpoint,
+                }
+            )
+
+            iam_creds_dict = self.iam_cache.get_cache(iam_creds_cache_key)
+            if iam_creds_dict is None:
+                oidc_token = get_secret(aws_web_identity_token)
+
+                if oidc_token is None:
+                    raise AwsAuthError(
+                        message="OIDC token could not be retrieved from secret manager.",
+                        status_code=401,
+                    )
+
+                sts_client = boto3.client(
+                    "sts",
+                    region_name=aws_region_name,
+                    endpoint_url=sts_endpoint,
+                )
+
+                # https://docs.aws.amazon.com/STS/latest/APIReference/API_AssumeRoleWithWebIdentity.html
+                # https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/sts/client/assume_role_with_web_identity.html
+                sts_response = sts_client.assume_role_with_web_identity(
+                    RoleArn=aws_role_name,
+                    RoleSessionName=aws_session_name,
+                    WebIdentityToken=oidc_token,
+                    DurationSeconds=3600,
+                )
+
+                iam_creds_dict = {
+                    "aws_access_key_id": sts_response["Credentials"]["AccessKeyId"],
+                    "aws_secret_access_key": sts_response["Credentials"][
+                        "SecretAccessKey"
+                    ],
+                    "aws_session_token": sts_response["Credentials"]["SessionToken"],
+                    "region_name": aws_region_name,
+                }
+
+                self.iam_cache.set_cache(
+                    key=iam_creds_cache_key,
+                    value=json.dumps(iam_creds_dict),
+                    ttl=3600 - 60,
+                )
+
+            session = boto3.Session(**iam_creds_dict)
+
+            iam_creds = session.get_credentials()
+
+            return iam_creds
+        elif aws_role_name is not None and aws_session_name is not None:
+            sts_client = boto3.client(
+                "sts",
+                aws_access_key_id=aws_access_key_id,  # [OPTIONAL]
+                aws_secret_access_key=aws_secret_access_key,  # [OPTIONAL]
+            )
+
+            sts_response = sts_client.assume_role(
+                RoleArn=aws_role_name, RoleSessionName=aws_session_name
+            )
+
+            # Extract the credentials from the response and convert to Session Credentials
+            sts_credentials = sts_response["Credentials"]
+            from botocore.credentials import Credentials
+
+            credentials = Credentials(
+                access_key=sts_credentials["AccessKeyId"],
+                secret_key=sts_credentials["SecretAccessKey"],
+                token=sts_credentials["SessionToken"],
+            )
+            return credentials
+        elif aws_profile_name is not None:  ### CHECK SESSION ###
+            # uses auth values from AWS profile usually stored in ~/.aws/credentials
+            client = boto3.Session(profile_name=aws_profile_name)
+
+            return client.get_credentials()
+        elif (
+            aws_access_key_id is not None
+            and aws_secret_access_key is not None
+            and aws_session_token is not None
+        ):  ### CHECK FOR AWS SESSION TOKEN ###
+            from botocore.credentials import Credentials
+
+            credentials = Credentials(
+                access_key=aws_access_key_id,
+                secret_key=aws_secret_access_key,
+                token=aws_session_token,
+            )
+            return credentials
+        else:
+            session = boto3.Session(
+                aws_access_key_id=aws_access_key_id,
+                aws_secret_access_key=aws_secret_access_key,
+                region_name=aws_region_name,
+            )
+
+            return session.get_credentials()
diff --git a/litellm/llms/bedrock_httpx.py b/litellm/llms/bedrock_httpx.py
index c433c32b7d9..73387212ffc 100644
--- a/litellm/llms/bedrock_httpx.py
+++ b/litellm/llms/bedrock_httpx.py
@@ -57,6 +57,7 @@ from litellm.utils import (
 )
 
 from .base import BaseLLM
+from .base_aws_llm import BaseAWSLLM
 from .bedrock import BedrockError, ModelResponseIterator, convert_messages_to_prompt
 from .prompt_templates.factory import (
     _bedrock_converse_messages_pt,
@@ -87,7 +88,6 @@ BEDROCK_CONVERSE_MODELS = [
 ]
 
 
-iam_cache = DualCache()
 _response_stream_shape_cache = None
 bedrock_tool_name_mappings: InMemoryCache = InMemoryCache(
     max_size_in_memory=50, default_ttl=600
@@ -312,7 +312,7 @@ def make_sync_call(
     return completion_stream
 
 
-class BedrockLLM(BaseLLM):
+class BedrockLLM(BaseAWSLLM):
     """
     Example call
 
@@ -380,183 +380,6 @@ class BedrockLLM(BaseLLM):
                     prompt += f"{message['content']}"
         return prompt, chat_history  # type: ignore
 
-    def get_credentials(
-        self,
-        aws_access_key_id: Optional[str] = None,
-        aws_secret_access_key: Optional[str] = None,
-        aws_session_token: Optional[str] = None,
-        aws_region_name: Optional[str] = None,
-        aws_session_name: Optional[str] = None,
-        aws_profile_name: Optional[str] = None,
-        aws_role_name: Optional[str] = None,
-        aws_web_identity_token: Optional[str] = None,
-        aws_sts_endpoint: Optional[str] = None,
-    ):
-        """
-        Return a boto3.Credentials object
-        """
-        import boto3
-
-        print_verbose(
-            f"Boto3 get_credentials called variables passed to function {locals()}"
-        )
-
-        ## CHECK IS  'os.environ/' passed in
-        params_to_check: List[Optional[str]] = [
-            aws_access_key_id,
-            aws_secret_access_key,
-            aws_session_token,
-            aws_region_name,
-            aws_session_name,
-            aws_profile_name,
-            aws_role_name,
-            aws_web_identity_token,
-            aws_sts_endpoint,
-        ]
-
-        # Iterate over parameters and update if needed
-        for i, param in enumerate(params_to_check):
-            if param and param.startswith("os.environ/"):
-                _v = get_secret(param)
-                if _v is not None and isinstance(_v, str):
-                    params_to_check[i] = _v
-        # Assign updated values back to parameters
-        (
-            aws_access_key_id,
-            aws_secret_access_key,
-            aws_session_token,
-            aws_region_name,
-            aws_session_name,
-            aws_profile_name,
-            aws_role_name,
-            aws_web_identity_token,
-            aws_sts_endpoint,
-        ) = params_to_check
-
-        ### CHECK STS ###
-        if (
-            aws_web_identity_token is not None
-            and aws_role_name is not None
-            and aws_session_name is not None
-        ):
-            print_verbose(
-                f"IN Web Identity Token: {aws_web_identity_token} | Role Name: {aws_role_name} | Session Name: {aws_session_name}"
-            )
-
-            if aws_sts_endpoint is None:
-                sts_endpoint = f"https://sts.{aws_region_name}.amazonaws.com"
-            else:
-                sts_endpoint = aws_sts_endpoint
-
-            iam_creds_cache_key = json.dumps(
-                {
-                    "aws_web_identity_token": aws_web_identity_token,
-                    "aws_role_name": aws_role_name,
-                    "aws_session_name": aws_session_name,
-                    "aws_region_name": aws_region_name,
-                    "aws_sts_endpoint": sts_endpoint,
-                }
-            )
-
-            iam_creds_dict = iam_cache.get_cache(iam_creds_cache_key)
-            if iam_creds_dict is None:
-                oidc_token = get_secret(aws_web_identity_token)
-
-                if oidc_token is None:
-                    raise BedrockError(
-                        message="OIDC token could not be retrieved from secret manager.",
-                        status_code=401,
-                    )
-
-                sts_client = boto3.client(
-                    "sts",
-                    region_name=aws_region_name,
-                    endpoint_url=sts_endpoint,
-                )
-
-                # https://docs.aws.amazon.com/STS/latest/APIReference/API_AssumeRoleWithWebIdentity.html
-                # https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/sts/client/assume_role_with_web_identity.html
-                sts_response = sts_client.assume_role_with_web_identity(
-                    RoleArn=aws_role_name,
-                    RoleSessionName=aws_session_name,
-                    WebIdentityToken=oidc_token,
-                    DurationSeconds=3600,
-                )
-
-                iam_creds_dict = {
-                    "aws_access_key_id": sts_response["Credentials"]["AccessKeyId"],
-                    "aws_secret_access_key": sts_response["Credentials"][
-                        "SecretAccessKey"
-                    ],
-                    "aws_session_token": sts_response["Credentials"]["SessionToken"],
-                    "region_name": aws_region_name,
-                }
-
-                iam_cache.set_cache(
-                    key=iam_creds_cache_key,
-                    value=json.dumps(iam_creds_dict),
-                    ttl=3600 - 60,
-                )
-
-            session = boto3.Session(**iam_creds_dict)
-
-            iam_creds = session.get_credentials()
-
-            return iam_creds
-        elif aws_role_name is not None and aws_session_name is not None:
-            print_verbose(
-                f"Using STS Client AWS aws_role_name: {aws_role_name} aws_session_name: {aws_session_name}"
-            )
-            sts_client = boto3.client(
-                "sts",
-                aws_access_key_id=aws_access_key_id,  # [OPTIONAL]
-                aws_secret_access_key=aws_secret_access_key,  # [OPTIONAL]
-            )
-
-            sts_response = sts_client.assume_role(
-                RoleArn=aws_role_name, RoleSessionName=aws_session_name
-            )
-
-            # Extract the credentials from the response and convert to Session Credentials
-            sts_credentials = sts_response["Credentials"]
-            from botocore.credentials import Credentials
-
-            credentials = Credentials(
-                access_key=sts_credentials["AccessKeyId"],
-                secret_key=sts_credentials["SecretAccessKey"],
-                token=sts_credentials["SessionToken"],
-            )
-            return credentials
-        elif aws_profile_name is not None:  ### CHECK SESSION ###
-            # uses auth values from AWS profile usually stored in ~/.aws/credentials
-            print_verbose(f"Using AWS profile: {aws_profile_name}")
-            client = boto3.Session(profile_name=aws_profile_name)
-
-            return client.get_credentials()
-        elif (
-            aws_access_key_id is not None
-            and aws_secret_access_key is not None
-            and aws_session_token is not None
-        ):  ### CHECK FOR AWS SESSION TOKEN ###
-            print_verbose(f"Using AWS Session Token: {aws_session_token}")
-            from botocore.credentials import Credentials
-
-            credentials = Credentials(
-                access_key=aws_access_key_id,
-                secret_key=aws_secret_access_key,
-                token=aws_session_token,
-            )
-            return credentials
-        else:
-            print_verbose("Using Default AWS Session")
-            session = boto3.Session(
-                aws_access_key_id=aws_access_key_id,
-                aws_secret_access_key=aws_secret_access_key,
-                region_name=aws_region_name,
-            )
-
-            return session.get_credentials()
-
     def process_response(
         self,
         model: str,
@@ -1414,7 +1237,7 @@ class AmazonConverseConfig:
         return optional_params
 
 
-class BedrockConverseLLM(BaseLLM):
+class BedrockConverseLLM(BaseAWSLLM):
     def __init__(self) -> None:
         super().__init__()
 
@@ -1554,173 +1377,6 @@ class BedrockConverseLLM(BaseLLM):
         """
         return urllib.parse.quote(model_id, safe="")
 
-    def get_credentials(
-        self,
-        aws_access_key_id: Optional[str] = None,
-        aws_secret_access_key: Optional[str] = None,
-        aws_session_token: Optional[str] = None,
-        aws_region_name: Optional[str] = None,
-        aws_session_name: Optional[str] = None,
-        aws_profile_name: Optional[str] = None,
-        aws_role_name: Optional[str] = None,
-        aws_web_identity_token: Optional[str] = None,
-        aws_sts_endpoint: Optional[str] = None,
-    ):
-        """
-        Return a boto3.Credentials object
-        """
-        import boto3
-
-        ## CHECK IS  'os.environ/' passed in
-        params_to_check: List[Optional[str]] = [
-            aws_access_key_id,
-            aws_secret_access_key,
-            aws_session_token,
-            aws_region_name,
-            aws_session_name,
-            aws_profile_name,
-            aws_role_name,
-            aws_web_identity_token,
-            aws_sts_endpoint,
-        ]
-
-        # Iterate over parameters and update if needed
-        for i, param in enumerate(params_to_check):
-            if param and param.startswith("os.environ/"):
-                _v = get_secret(param)
-                if _v is not None and isinstance(_v, str):
-                    params_to_check[i] = _v
-        # Assign updated values back to parameters
-        (
-            aws_access_key_id,
-            aws_secret_access_key,
-            aws_session_token,
-            aws_region_name,
-            aws_session_name,
-            aws_profile_name,
-            aws_role_name,
-            aws_web_identity_token,
-            aws_sts_endpoint,
-        ) = params_to_check
-
-        ### CHECK STS ###
-        if (
-            aws_web_identity_token is not None
-            and aws_role_name is not None
-            and aws_session_name is not None
-        ):
-            print_verbose(
-                f"IN Web Identity Token: {aws_web_identity_token} | Role Name: {aws_role_name} | Session Name: {aws_session_name}"
-            )
-
-            if aws_sts_endpoint is None:
-                sts_endpoint = f"https://sts.{aws_region_name}.amazonaws.com"
-            else:
-                sts_endpoint = aws_sts_endpoint
-
-            iam_creds_cache_key = json.dumps(
-                {
-                    "aws_web_identity_token": aws_web_identity_token,
-                    "aws_role_name": aws_role_name,
-                    "aws_session_name": aws_session_name,
-                    "aws_region_name": aws_region_name,
-                    "aws_sts_endpoint": sts_endpoint,
-                }
-            )
-
-            iam_creds_dict = iam_cache.get_cache(iam_creds_cache_key)
-            if iam_creds_dict is None:
-                oidc_token = get_secret(aws_web_identity_token)
-
-                if oidc_token is None:
-                    raise BedrockError(
-                        message="OIDC token could not be retrieved from secret manager.",
-                        status_code=401,
-                    )
-
-                sts_client = boto3.client(
-                    "sts",
-                    region_name=aws_region_name,
-                    endpoint_url=sts_endpoint,
-                )
-
-                # https://docs.aws.amazon.com/STS/latest/APIReference/API_AssumeRoleWithWebIdentity.html
-                # https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/sts/client/assume_role_with_web_identity.html
-                sts_response = sts_client.assume_role_with_web_identity(
-                    RoleArn=aws_role_name,
-                    RoleSessionName=aws_session_name,
-                    WebIdentityToken=oidc_token,
-                    DurationSeconds=3600,
-                )
-
-                iam_creds_dict = {
-                    "aws_access_key_id": sts_response["Credentials"]["AccessKeyId"],
-                    "aws_secret_access_key": sts_response["Credentials"][
-                        "SecretAccessKey"
-                    ],
-                    "aws_session_token": sts_response["Credentials"]["SessionToken"],
-                    "region_name": aws_region_name,
-                }
-
-                iam_cache.set_cache(
-                    key=iam_creds_cache_key,
-                    value=json.dumps(iam_creds_dict),
-                    ttl=3600 - 60,
-                )
-
-            session = boto3.Session(**iam_creds_dict)
-
-            iam_creds = session.get_credentials()
-
-            return iam_creds
-        elif aws_role_name is not None and aws_session_name is not None:
-            sts_client = boto3.client(
-                "sts",
-                aws_access_key_id=aws_access_key_id,  # [OPTIONAL]
-                aws_secret_access_key=aws_secret_access_key,  # [OPTIONAL]
-            )
-
-            sts_response = sts_client.assume_role(
-                RoleArn=aws_role_name, RoleSessionName=aws_session_name
-            )
-
-            # Extract the credentials from the response and convert to Session Credentials
-            sts_credentials = sts_response["Credentials"]
-            from botocore.credentials import Credentials
-
-            credentials = Credentials(
-                access_key=sts_credentials["AccessKeyId"],
-                secret_key=sts_credentials["SecretAccessKey"],
-                token=sts_credentials["SessionToken"],
-            )
-            return credentials
-        elif aws_profile_name is not None:  ### CHECK SESSION ###
-            # uses auth values from AWS profile usually stored in ~/.aws/credentials
-            client = boto3.Session(profile_name=aws_profile_name)
-
-            return client.get_credentials()
-        elif (
-            aws_access_key_id is not None
-            and aws_secret_access_key is not None
-            and aws_session_token is not None
-        ):  ### CHECK FOR AWS SESSION TOKEN ###
-            from botocore.credentials import Credentials
-
-            credentials = Credentials(
-                access_key=aws_access_key_id,
-                secret_key=aws_secret_access_key,
-                token=aws_session_token,
-            )
-            return credentials
-        else:
-            session = boto3.Session(
-                aws_access_key_id=aws_access_key_id,
-                aws_secret_access_key=aws_secret_access_key,
-                region_name=aws_region_name,
-            )
-
-            return session.get_credentials()
-
     async def async_streaming(
         self,
         model: str,
diff --git a/litellm/llms/sagemaker.py b/litellm/llms/sagemaker.py
index d16d2bd11bf..32146b9caed 100644
--- a/litellm/llms/sagemaker.py
+++ b/litellm/llms/sagemaker.py
@@ -7,16 +7,38 @@ import traceback
 import types
 from copy import deepcopy
 from enum import Enum
-from typing import Any, Callable, Optional
+from functools import partial
+from typing import Any, AsyncIterator, Callable, Iterator, List, Optional, Union
 
 import httpx  # type: ignore
 import requests  # type: ignore
 
 import litellm
-from litellm.utils import EmbeddingResponse, ModelResponse, Usage, get_secret
+from litellm._logging import verbose_logger
+from litellm.llms.custom_httpx.http_handler import (
+    AsyncHTTPHandler,
+    HTTPHandler,
+    _get_async_httpx_client,
+    _get_httpx_client,
+)
+from litellm.types.llms.openai import (
+    ChatCompletionToolCallChunk,
+    ChatCompletionUsageBlock,
+)
+from litellm.types.utils import GenericStreamingChunk as GChunk
+from litellm.utils import (
+    CustomStreamWrapper,
+    EmbeddingResponse,
+    ModelResponse,
+    Usage,
+    get_secret,
+)
 
+from .base_aws_llm import BaseAWSLLM
 from .prompt_templates.factory import custom_prompt, prompt_factory
 
+_response_stream_shape_cache = None
+
 
 class SagemakerError(Exception):
     def __init__(self, status_code, message):
@@ -31,73 +53,6 @@ class SagemakerError(Exception):
         )  # Call the base class constructor with the parameters it needs
 
 
-class TokenIterator:
-    def __init__(self, stream, acompletion: bool = False):
-        if acompletion == False:
-            self.byte_iterator = iter(stream)
-        elif acompletion == True:
-            self.byte_iterator = stream
-        self.buffer = io.BytesIO()
-        self.read_pos = 0
-        self.end_of_data = False
-
-    def __iter__(self):
-        return self
-
-    def __next__(self):
-        try:
-            while True:
-                self.buffer.seek(self.read_pos)
-                line = self.buffer.readline()
-                if line and line[-1] == ord("\n"):
-                    response_obj = {"text": "", "is_finished": False}
-                    self.read_pos += len(line) + 1
-                    full_line = line[:-1].decode("utf-8")
-                    line_data = json.loads(full_line.lstrip("data:").rstrip("/n"))
-                    if line_data.get("generated_text", None) is not None:
-                        self.end_of_data = True
-                        response_obj["is_finished"] = True
-                    response_obj["text"] = line_data["token"]["text"]
-                    return response_obj
-                chunk = next(self.byte_iterator)
-                self.buffer.seek(0, io.SEEK_END)
-                self.buffer.write(chunk["PayloadPart"]["Bytes"])
-        except StopIteration as e:
-            if self.end_of_data == True:
-                raise e  # Re-raise StopIteration
-            else:
-                self.end_of_data = True
-                return "data: [DONE]"
-
-    def __aiter__(self):
-        return self
-
-    async def __anext__(self):
-        try:
-            while True:
-                self.buffer.seek(self.read_pos)
-                line = self.buffer.readline()
-                if line and line[-1] == ord("\n"):
-                    response_obj = {"text": "", "is_finished": False}
-                    self.read_pos += len(line) + 1
-                    full_line = line[:-1].decode("utf-8")
-                    line_data = json.loads(full_line.lstrip("data:").rstrip("/n"))
-                    if line_data.get("generated_text", None) is not None:
-                        self.end_of_data = True
-                        response_obj["is_finished"] = True
-                    response_obj["text"] = line_data["token"]["text"]
-                    return response_obj
-                chunk = await self.byte_iterator.__anext__()
-                self.buffer.seek(0, io.SEEK_END)
-                self.buffer.write(chunk["PayloadPart"]["Bytes"])
-        except StopAsyncIteration as e:
-            if self.end_of_data == True:
-                raise e  # Re-raise StopIteration
-            else:
-                self.end_of_data = True
-                return "data: [DONE]"
-
-
 class SagemakerConfig:
     """
     Reference: https://d-uuwbxj1u4cnu.studio.us-west-2.sagemaker.aws/jupyter/default/lab/workspaces/auto-q/tree/DemoNotebooks/meta-textgeneration-llama-2-7b-SDK_1.ipynb
@@ -145,439 +100,498 @@ os.environ['AWS_ACCESS_KEY_ID'] = ""
 os.environ['AWS_SECRET_ACCESS_KEY'] = ""
 """
 
+
 # set os.environ['AWS_REGION_NAME'] = <your-region_name>
+class SagemakerLLM(BaseAWSLLM):
 
+    def _load_credentials(
+        self,
+        optional_params: dict,
+    ):
+        try:
+            from botocore.credentials import Credentials
+        except ImportError as e:
+            raise ImportError("Missing boto3 to call bedrock. Run 'pip install boto3'.")
+        ## CREDENTIALS ##
+        # pop aws_secret_access_key, aws_access_key_id, aws_session_token, aws_region_name from kwargs, since completion calls fail with them
+        aws_secret_access_key = optional_params.pop("aws_secret_access_key", None)
+        aws_access_key_id = optional_params.pop("aws_access_key_id", None)
+        aws_session_token = optional_params.pop("aws_session_token", None)
+        aws_region_name = optional_params.pop("aws_region_name", None)
+        aws_role_name = optional_params.pop("aws_role_name", None)
+        aws_session_name = optional_params.pop("aws_session_name", None)
+        aws_profile_name = optional_params.pop("aws_profile_name", None)
+        aws_bedrock_runtime_endpoint = optional_params.pop(
+            "aws_bedrock_runtime_endpoint", None
+        )  # https://bedrock-runtime.{region_name}.amazonaws.com
+        aws_web_identity_token = optional_params.pop("aws_web_identity_token", None)
+        aws_sts_endpoint = optional_params.pop("aws_sts_endpoint", None)
 
-def completion(
-    model: str,
-    messages: list,
-    model_response: ModelResponse,
-    print_verbose: Callable,
-    encoding,
-    logging_obj,
-    custom_prompt_dict={},
-    hf_model_name=None,
-    optional_params=None,
-    litellm_params=None,
-    logger_fn=None,
-    acompletion: bool = False,
-):
-    import boto3
+        ### SET REGION NAME ###
+        if aws_region_name is None:
+            # check env #
+            litellm_aws_region_name = get_secret("AWS_REGION_NAME", None)
 
-    # pop aws_secret_access_key, aws_access_key_id, aws_region_name from kwargs, since completion calls fail with them
-    aws_secret_access_key = optional_params.pop("aws_secret_access_key", None)
-    aws_access_key_id = optional_params.pop("aws_access_key_id", None)
-    aws_region_name = optional_params.pop("aws_region_name", None)
-    model_id = optional_params.pop("model_id", None)
+            if litellm_aws_region_name is not None and isinstance(
+                litellm_aws_region_name, str
+            ):
+                aws_region_name = litellm_aws_region_name
 
-    if aws_access_key_id != None:
-        # uses auth params passed to completion
-        # aws_access_key_id is not None, assume user is trying to auth using litellm.completion
-        client = boto3.client(
-            service_name="sagemaker-runtime",
+            standard_aws_region_name = get_secret("AWS_REGION", None)
+            if standard_aws_region_name is not None and isinstance(
+                standard_aws_region_name, str
+            ):
+                aws_region_name = standard_aws_region_name
+
+            if aws_region_name is None:
+                aws_region_name = "us-west-2"
+
+        credentials: Credentials = self.get_credentials(
             aws_access_key_id=aws_access_key_id,
             aws_secret_access_key=aws_secret_access_key,
-            region_name=aws_region_name,
+            aws_session_token=aws_session_token,
+            aws_region_name=aws_region_name,
+            aws_session_name=aws_session_name,
+            aws_profile_name=aws_profile_name,
+            aws_role_name=aws_role_name,
+            aws_web_identity_token=aws_web_identity_token,
+            aws_sts_endpoint=aws_sts_endpoint,
         )
-    else:
-        # aws_access_key_id is None, assume user is trying to auth using env variables
-        # boto3 automaticaly reads env variables
+        return credentials, aws_region_name
 
-        # we need to read region name from env
-        # I assume majority of users use .env for auth
-        region_name = (
-            get_secret("AWS_REGION_NAME")
-            or aws_region_name  # get region from config file if specified
-            or "us-west-2"  # default to us-west-2 if region not specified
-        )
-        client = boto3.client(
-            service_name="sagemaker-runtime",
-            region_name=region_name,
-        )
+    def _prepare_request(
+        self,
+        credentials,
+        model: str,
+        data: dict,
+        optional_params: dict,
+        aws_region_name: str,
+        extra_headers: Optional[dict] = None,
+    ):
+        try:
+            import boto3
+            from botocore.auth import SigV4Auth
+            from botocore.awsrequest import AWSRequest
+            from botocore.credentials import Credentials
+        except ImportError as e:
+            raise ImportError("Missing boto3 to call bedrock. Run 'pip install boto3'.")
 
-    # pop streaming if it's in the optional params as 'stream' raises an error with sagemaker
-    inference_params = deepcopy(optional_params)
+        sigv4 = SigV4Auth(credentials, "sagemaker", aws_region_name)
+        if optional_params.get("stream") is True:
+            api_base = f"https://runtime.sagemaker.{aws_region_name}.amazonaws.com/endpoints/{model}/invocations-response-stream"
+        else:
+            api_base = f"https://runtime.sagemaker.{aws_region_name}.amazonaws.com/endpoints/{model}/invocations"
 
-    ## Load Config
-    config = litellm.SagemakerConfig.get_config()
-    for k, v in config.items():
-        if (
-            k not in inference_params
-        ):  # completion(top_k=3) > sagemaker_config(top_k=3) <- allows for dynamic variables to be passed in
-            inference_params[k] = v
+        encoded_data = json.dumps(data).encode("utf-8")
+        headers = {"Content-Type": "application/json"}
+        if extra_headers is not None:
+            headers = {"Content-Type": "application/json", **extra_headers}
+        request = AWSRequest(
+            method="POST", url=api_base, data=encoded_data, headers=headers
+        )
+        sigv4.add_auth(request)
+        prepped_request = request.prepare()
 
-    model = model
-    if model in custom_prompt_dict:
-        # check if the model has a registered custom prompt
-        model_prompt_details = custom_prompt_dict[model]
-        prompt = custom_prompt(
-            role_dict=model_prompt_details.get("roles", None),
-            initial_prompt_value=model_prompt_details.get("initial_prompt_value", ""),
-            final_prompt_value=model_prompt_details.get("final_prompt_value", ""),
-            messages=messages,
-        )
-    elif hf_model_name in custom_prompt_dict:
-        # check if the base huggingface model has a registered custom prompt
-        model_prompt_details = custom_prompt_dict[hf_model_name]
-        prompt = custom_prompt(
-            role_dict=model_prompt_details.get("roles", None),
-            initial_prompt_value=model_prompt_details.get("initial_prompt_value", ""),
-            final_prompt_value=model_prompt_details.get("final_prompt_value", ""),
-            messages=messages,
-        )
-    else:
-        if hf_model_name is None:
-            if "llama-2" in model.lower():  # llama-2 model
-                if "chat" in model.lower():  # apply llama2 chat template
-                    hf_model_name = "meta-llama/Llama-2-7b-chat-hf"
-                else:  # apply regular llama2 template
-                    hf_model_name = "meta-llama/Llama-2-7b"
-        hf_model_name = (
-            hf_model_name or model
-        )  # pass in hf model name for pulling it's prompt template - (e.g. `hf_model_name="meta-llama/Llama-2-7b-chat-hf` applies the llama2 chat template to the prompt)
-        prompt = prompt_factory(model=hf_model_name, messages=messages)
-    stream = inference_params.pop("stream", None)
-    if stream == True:
-        data = json.dumps(
-            {"inputs": prompt, "parameters": inference_params, "stream": True}
-        ).encode("utf-8")
-        if acompletion == True:
-            response = async_streaming(
-                optional_params=optional_params,
-                encoding=encoding,
-                model_response=model_response,
+        return prepped_request
+
+    def completion(
+        self,
+        model: str,
+        messages: list,
+        model_response: ModelResponse,
+        print_verbose: Callable,
+        encoding,
+        logging_obj,
+        custom_prompt_dict={},
+        hf_model_name=None,
+        optional_params=None,
+        litellm_params=None,
+        logger_fn=None,
+        acompletion: bool = False,
+    ):
+
+        # pop streaming if it's in the optional params as 'stream' raises an error with sagemaker
+        credentials, aws_region_name = self._load_credentials(optional_params)
+        inference_params = deepcopy(optional_params)
+
+        ## Load Config
+        config = litellm.SagemakerConfig.get_config()
+        for k, v in config.items():
+            if (
+                k not in inference_params
+            ):  # completion(top_k=3) > sagemaker_config(top_k=3) <- allows for dynamic variables to be passed in
+                inference_params[k] = v
+
+        if model in custom_prompt_dict:
+            # check if the model has a registered custom prompt
+            model_prompt_details = custom_prompt_dict[model]
+            prompt = custom_prompt(
+                role_dict=model_prompt_details.get("roles", None),
+                initial_prompt_value=model_prompt_details.get(
+                    "initial_prompt_value", ""
+                ),
+                final_prompt_value=model_prompt_details.get("final_prompt_value", ""),
+                messages=messages,
+            )
+        elif hf_model_name in custom_prompt_dict:
+            # check if the base huggingface model has a registered custom prompt
+            model_prompt_details = custom_prompt_dict[hf_model_name]
+            prompt = custom_prompt(
+                role_dict=model_prompt_details.get("roles", None),
+                initial_prompt_value=model_prompt_details.get(
+                    "initial_prompt_value", ""
+                ),
+                final_prompt_value=model_prompt_details.get("final_prompt_value", ""),
+                messages=messages,
+            )
+        else:
+            if hf_model_name is None:
+                if "llama-2" in model.lower():  # llama-2 model
+                    if "chat" in model.lower():  # apply llama2 chat template
+                        hf_model_name = "meta-llama/Llama-2-7b-chat-hf"
+                    else:  # apply regular llama2 template
+                        hf_model_name = "meta-llama/Llama-2-7b"
+            hf_model_name = (
+                hf_model_name or model
+            )  # pass in hf model name for pulling it's prompt template - (e.g. `hf_model_name="meta-llama/Llama-2-7b-chat-hf` applies the llama2 chat template to the prompt)
+            prompt = prompt_factory(model=hf_model_name, messages=messages)
+        stream = inference_params.pop("stream", None)
+        model_id = optional_params.get("model_id", None)
+
+        if stream is True:
+            data = {"inputs": prompt, "parameters": inference_params, "stream": True}
+            prepared_request = self._prepare_request(
                 model=model,
-                logging_obj=logging_obj,
                 data=data,
-                model_id=model_id,
-                aws_secret_access_key=aws_secret_access_key,
-                aws_access_key_id=aws_access_key_id,
+                optional_params=optional_params,
+                credentials=credentials,
                 aws_region_name=aws_region_name,
             )
-            return response
+            if model_id is not None:
+                # Add model_id as InferenceComponentName header
+                # boto3 doc: https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_runtime_InvokeEndpoint.html
+                prepared_request.headers.update(
+                    {"X-Amzn-SageMaker-Inference-Componen": model_id}
+                )
 
-        if model_id is not None:
-            response = client.invoke_endpoint_with_response_stream(
-                EndpointName=model,
-                InferenceComponentName=model_id,
-                ContentType="application/json",
-                Body=data,
-                CustomAttributes="accept_eula=true",
+            if acompletion is True:
+                response = self.async_streaming(
+                    prepared_request=prepared_request,
+                    optional_params=optional_params,
+                    encoding=encoding,
+                    model_response=model_response,
+                    model=model,
+                    logging_obj=logging_obj,
+                    data=data,
+                    model_id=model_id,
+                )
+                return response
+            else:
+                if stream is not None and stream == True:
+                    sync_handler = _get_httpx_client()
+                    sync_response = sync_handler.post(
+                        url=prepared_request.url,
+                        headers=prepared_request.headers,  # type: ignore
+                        json=data,
+                        stream=stream,
+                    )
+
+                    if sync_response.status_code != 200:
+                        raise SagemakerError(
+                            status_code=sync_response.status_code,
+                            message=sync_response.read(),
+                        )
+
+                    decoder = AWSEventStreamDecoder(model="")
+
+                    completion_stream = decoder.iter_bytes(
+                        sync_response.iter_bytes(chunk_size=1024)
+                    )
+                    streaming_response = CustomStreamWrapper(
+                        completion_stream=completion_stream,
+                        model=model,
+                        custom_llm_provider="sagemaker",
+                        logging_obj=logging_obj,
+                    )
+
+            ## LOGGING
+            logging_obj.post_call(
+                input=messages,
+                api_key="",
+                original_response=streaming_response,
+                additional_args={"complete_input_dict": data},
             )
-        else:
-            response = client.invoke_endpoint_with_response_stream(
-                EndpointName=model,
-                ContentType="application/json",
-                Body=data,
-                CustomAttributes="accept_eula=true",
-            )
-        return response["Body"]
-    elif acompletion == True:
+            return streaming_response
+
+        # Non-Streaming Requests
         _data = {"inputs": prompt, "parameters": inference_params}
-        return async_completion(
-            optional_params=optional_params,
-            encoding=encoding,
-            model_response=model_response,
+        prepared_request = self._prepare_request(
             model=model,
-            logging_obj=logging_obj,
             data=_data,
-            model_id=model_id,
-            aws_secret_access_key=aws_secret_access_key,
-            aws_access_key_id=aws_access_key_id,
+            optional_params=optional_params,
+            credentials=credentials,
             aws_region_name=aws_region_name,
         )
-    data = json.dumps({"inputs": prompt, "parameters": inference_params}).encode(
-        "utf-8"
-    )
-    ## COMPLETION CALL
-    try:
-        if model_id is not None:
-            ## LOGGING
-            request_str = f"""
-            response = client.invoke_endpoint(
-                EndpointName={model},
-                InferenceComponentName={model_id},
-                ContentType="application/json",
-                Body={data}, # type: ignore
-                CustomAttributes="accept_eula=true",
+
+        # Async completion
+        if acompletion == True:
+            return self.async_completion(
+                prepared_request=prepared_request,
+                model_response=model_response,
+                encoding=encoding,
+                model=model,
+                logging_obj=logging_obj,
+                data=_data,
+                model_id=model_id,
             )
-            """  # type: ignore
-            logging_obj.pre_call(
-                input=prompt,
-                api_key="",
-                additional_args={
-                    "complete_input_dict": data,
-                    "request_str": request_str,
-                    "hf_model_name": hf_model_name,
-                },
-            )
-            response = client.invoke_endpoint(
-                EndpointName=model,
-                InferenceComponentName=model_id,
-                ContentType="application/json",
-                Body=data,
-                CustomAttributes="accept_eula=true",
-            )
-        else:
-            ## LOGGING
-            request_str = f"""
-            response = client.invoke_endpoint(
-                EndpointName={model},
-                ContentType="application/json",
-                Body={data}, # type: ignore
-                CustomAttributes="accept_eula=true",
-            )
-            """  # type: ignore
-            logging_obj.pre_call(
-                input=prompt,
-                api_key="",
-                additional_args={
-                    "complete_input_dict": data,
-                    "request_str": request_str,
-                    "hf_model_name": hf_model_name,
-                },
-            )
-            response = client.invoke_endpoint(
-                EndpointName=model,
-                ContentType="application/json",
-                Body=data,
-                CustomAttributes="accept_eula=true",
-            )
-    except Exception as e:
-        status_code = (
-            getattr(e, "response", {})
-            .get("ResponseMetadata", {})
-            .get("HTTPStatusCode", 500)
-        )
-        error_message = (
-            getattr(e, "response", {}).get("Error", {}).get("Message", str(e))
-        )
-        if "Inference Component Name header is required" in error_message:
-            error_message += "\n pass in via `litellm.completion(..., model_id={InferenceComponentName})`"
-        raise SagemakerError(status_code=status_code, message=error_message)
-
-    response = response["Body"].read().decode("utf8")
-    ## LOGGING
-    logging_obj.post_call(
-        input=prompt,
-        api_key="",
-        original_response=response,
-        additional_args={"complete_input_dict": data},
-    )
-    print_verbose(f"raw model_response: {response}")
-    ## RESPONSE OBJECT
-    completion_response = json.loads(response)
-    try:
-        if isinstance(completion_response, list):
-            completion_response_choices = completion_response[0]
-        else:
-            completion_response_choices = completion_response
-        completion_output = ""
-        if "generation" in completion_response_choices:
-            completion_output += completion_response_choices["generation"]
-        elif "generated_text" in completion_response_choices:
-            completion_output += completion_response_choices["generated_text"]
-
-        # check if the prompt template is part of output, if so - filter it out
-        if completion_output.startswith(prompt) and "<s>" in prompt:
-            completion_output = completion_output.replace(prompt, "", 1)
-
-        model_response.choices[0].message.content = completion_output  # type: ignore
-    except:
-        raise SagemakerError(
-            message=f"LiteLLM Error: Unable to parse sagemaker RAW RESPONSE {json.dumps(completion_response)}",
-            status_code=500,
-        )
-
-    ## CALCULATING USAGE - baseten charges on time, not tokens - have some mapping of cost here.
-    prompt_tokens = len(encoding.encode(prompt))
-    completion_tokens = len(
-        encoding.encode(model_response["choices"][0]["message"].get("content", ""))
-    )
-
-    model_response.created = int(time.time())
-    model_response.model = model
-    usage = Usage(
-        prompt_tokens=prompt_tokens,
-        completion_tokens=completion_tokens,
-        total_tokens=prompt_tokens + completion_tokens,
-    )
-    setattr(model_response, "usage", usage)
-    return model_response
-
-
-async def async_streaming(
-    optional_params,
-    encoding,
-    model_response: ModelResponse,
-    model: str,
-    model_id: Optional[str],
-    logging_obj: Any,
-    data,
-    aws_secret_access_key: Optional[str],
-    aws_access_key_id: Optional[str],
-    aws_region_name: Optional[str],
-):
-    """
-    Use aioboto3
-    """
-    import aioboto3
-
-    session = aioboto3.Session()
-
-    if aws_access_key_id != None:
-        # uses auth params passed to completion
-        # aws_access_key_id is not None, assume user is trying to auth using litellm.completion
-        _client = session.client(
-            service_name="sagemaker-runtime",
-            aws_access_key_id=aws_access_key_id,
-            aws_secret_access_key=aws_secret_access_key,
-            region_name=aws_region_name,
-        )
-    else:
-        # aws_access_key_id is None, assume user is trying to auth using env variables
-        # boto3 automaticaly reads env variables
-
-        # we need to read region name from env
-        # I assume majority of users use .env for auth
-        region_name = (
-            get_secret("AWS_REGION_NAME")
-            or aws_region_name  # get region from config file if specified
-            or "us-west-2"  # default to us-west-2 if region not specified
-        )
-        _client = session.client(
-            service_name="sagemaker-runtime",
-            region_name=region_name,
-        )
-
-    async with _client as client:
+        ## Non-Streaming completion CALL
         try:
             if model_id is not None:
-                response = await client.invoke_endpoint_with_response_stream(
-                    EndpointName=model,
-                    InferenceComponentName=model_id,
-                    ContentType="application/json",
-                    Body=data,
-                    CustomAttributes="accept_eula=true",
+                # Add model_id as InferenceComponentName header
+                # boto3 doc: https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_runtime_InvokeEndpoint.html
+                prepared_request.headers.update(
+                    {"X-Amzn-SageMaker-Inference-Componen": model_id}
                 )
-            else:
-                response = await client.invoke_endpoint_with_response_stream(
-                    EndpointName=model,
-                    ContentType="application/json",
-                    Body=data,
-                    CustomAttributes="accept_eula=true",
+
+            ## LOGGING
+            timeout = 300.0
+            sync_handler = _get_httpx_client()
+            ## LOGGING
+            logging_obj.pre_call(
+                input=[],
+                api_key="",
+                additional_args={
+                    "complete_input_dict": _data,
+                    "api_base": prepared_request.url,
+                    "headers": prepared_request.headers,
+                },
+            )
+
+            # make sync httpx post request here
+            try:
+                sync_response = sync_handler.post(
+                    url=prepared_request.url,
+                    headers=prepared_request.headers,
+                    json=_data,
+                    timeout=timeout,
                 )
+
+                if sync_response.status_code != 200:
+                    raise SagemakerError(
+                        status_code=sync_response.status_code,
+                        message=sync_response.text,
+                    )
+            except Exception as e:
+                ## LOGGING
+                logging_obj.post_call(
+                    input=[],
+                    api_key="",
+                    original_response=str(e),
+                    additional_args={"complete_input_dict": _data},
+                )
+                raise e
         except Exception as e:
-            raise SagemakerError(status_code=500, message=f"{str(e)}")
-        response = response["Body"]
-        async for chunk in response:
-            yield chunk
+            verbose_logger.error("Sagemaker error %s", str(e))
+            status_code = (
+                getattr(e, "response", {})
+                .get("ResponseMetadata", {})
+                .get("HTTPStatusCode", 500)
+            )
+            error_message = (
+                getattr(e, "response", {}).get("Error", {}).get("Message", str(e))
+            )
+            if "Inference Component Name header is required" in error_message:
+                error_message += "\n pass in via `litellm.completion(..., model_id={InferenceComponentName})`"
+            raise SagemakerError(status_code=status_code, message=error_message)
 
-
-async def async_completion(
-    optional_params,
-    encoding,
-    model_response: ModelResponse,
-    model: str,
-    logging_obj: Any,
-    data: dict,
-    model_id: Optional[str],
-    aws_secret_access_key: Optional[str],
-    aws_access_key_id: Optional[str],
-    aws_region_name: Optional[str],
-):
-    """
-    Use aioboto3
-    """
-    import aioboto3
-
-    session = aioboto3.Session()
-
-    if aws_access_key_id != None:
-        # uses auth params passed to completion
-        # aws_access_key_id is not None, assume user is trying to auth using litellm.completion
-        _client = session.client(
-            service_name="sagemaker-runtime",
-            aws_access_key_id=aws_access_key_id,
-            aws_secret_access_key=aws_secret_access_key,
-            region_name=aws_region_name,
+        completion_response = sync_response.json()
+        ## LOGGING
+        logging_obj.post_call(
+            input=prompt,
+            api_key="",
+            original_response=completion_response,
+            additional_args={"complete_input_dict": _data},
         )
-    else:
-        # aws_access_key_id is None, assume user is trying to auth using env variables
-        # boto3 automaticaly reads env variables
+        print_verbose(f"raw model_response: {completion_response}")
+        ## RESPONSE OBJECT
+        try:
+            if isinstance(completion_response, list):
+                completion_response_choices = completion_response[0]
+            else:
+                completion_response_choices = completion_response
+            completion_output = ""
+            if "generation" in completion_response_choices:
+                completion_output += completion_response_choices["generation"]
+            elif "generated_text" in completion_response_choices:
+                completion_output += completion_response_choices["generated_text"]
 
-        # we need to read region name from env
-        # I assume majority of users use .env for auth
-        region_name = (
-            get_secret("AWS_REGION_NAME")
-            or aws_region_name  # get region from config file if specified
-            or "us-west-2"  # default to us-west-2 if region not specified
-        )
-        _client = session.client(
-            service_name="sagemaker-runtime",
-            region_name=region_name,
+            # check if the prompt template is part of output, if so - filter it out
+            if completion_output.startswith(prompt) and "<s>" in prompt:
+                completion_output = completion_output.replace(prompt, "", 1)
+
+            model_response.choices[0].message.content = completion_output  # type: ignore
+        except:
+            raise SagemakerError(
+                message=f"LiteLLM Error: Unable to parse sagemaker RAW RESPONSE {json.dumps(completion_response)}",
+                status_code=500,
+            )
+
+        ## CALCULATING USAGE - baseten charges on time, not tokens - have some mapping of cost here.
+        prompt_tokens = len(encoding.encode(prompt))
+        completion_tokens = len(
+            encoding.encode(model_response["choices"][0]["message"].get("content", ""))
         )
 
-    async with _client as client:
-        encoded_data = json.dumps(data).encode("utf-8")
+        model_response.created = int(time.time())
+        model_response.model = model
+        usage = Usage(
+            prompt_tokens=prompt_tokens,
+            completion_tokens=completion_tokens,
+            total_tokens=prompt_tokens + completion_tokens,
+        )
+        setattr(model_response, "usage", usage)
+        return model_response
+
+    async def make_async_call(
+        self,
+        api_base: str,
+        headers: dict,
+        data: str,
+        logging_obj,
+        client=None,
+    ):
+        try:
+            if client is None:
+                client = (
+                    _get_async_httpx_client()
+                )  # Create a new client if none provided
+            response = await client.post(
+                api_base,
+                headers=headers,
+                json=data,
+                stream=True,
+            )
+
+            if response.status_code != 200:
+                raise SagemakerError(
+                    status_code=response.status_code, message=response.text
+                )
+
+            decoder = AWSEventStreamDecoder(model="")
+            completion_stream = decoder.aiter_bytes(
+                response.aiter_bytes(chunk_size=1024)
+            )
+
+            return completion_stream
+
+            # LOGGING
+            logging_obj.post_call(
+                input=[],
+                api_key="",
+                original_response="first stream response received",
+                additional_args={"complete_input_dict": data},
+            )
+
+        except httpx.HTTPStatusError as err:
+            error_code = err.response.status_code
+            raise SagemakerError(status_code=error_code, message=err.response.text)
+        except httpx.TimeoutException as e:
+            raise SagemakerError(status_code=408, message="Timeout error occurred.")
+        except Exception as e:
+            raise SagemakerError(status_code=500, message=str(e))
+
+    async def async_streaming(
+        self,
+        prepared_request,
+        optional_params,
+        encoding,
+        model_response: ModelResponse,
+        model: str,
+        model_id: Optional[str],
+        logging_obj: Any,
+        data,
+    ):
+        streaming_response = CustomStreamWrapper(
+            completion_stream=None,
+            make_call=partial(
+                self.make_async_call,
+                api_base=prepared_request.url,
+                headers=prepared_request.headers,
+                data=data,
+                logging_obj=logging_obj,
+            ),
+            model=model,
+            custom_llm_provider="sagemaker",
+            logging_obj=logging_obj,
+        )
+
+        # LOGGING
+        logging_obj.post_call(
+            input=[],
+            api_key="",
+            original_response="first stream response received",
+            additional_args={"complete_input_dict": data},
+        )
+
+        return streaming_response
+
+    async def async_completion(
+        self,
+        prepared_request,
+        encoding,
+        model_response: ModelResponse,
+        model: str,
+        logging_obj: Any,
+        data: dict,
+        model_id: Optional[str],
+    ):
+        timeout = 300.0
+        async_handler = _get_async_httpx_client()
+        ## LOGGING
+        logging_obj.pre_call(
+            input=[],
+            api_key="",
+            additional_args={
+                "complete_input_dict": data,
+                "api_base": prepared_request.url,
+                "headers": prepared_request.headers,
+            },
+        )
         try:
             if model_id is not None:
-                ## LOGGING
-                request_str = f"""
-                response = client.invoke_endpoint(
-                    EndpointName={model},
-                    InferenceComponentName={model_id},
-                    ContentType="application/json",
-                    Body={data},
-                    CustomAttributes="accept_eula=true",
+                # Add model_id as InferenceComponentName header
+                # boto3 doc: https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_runtime_InvokeEndpoint.html
+                prepared_request.headers.update(
+                    {"X-Amzn-SageMaker-Inference-Componen": model_id}
                 )
-                """  # type: ignore
-                logging_obj.pre_call(
+            # make async httpx post request here
+            try:
+                response = await async_handler.post(
+                    url=prepared_request.url,
+                    headers=prepared_request.headers,
+                    json=data,
+                    timeout=timeout,
+                )
+
+                if response.status_code != 200:
+                    raise SagemakerError(
+                        status_code=response.status_code, message=response.text
+                    )
+            except Exception as e:
+                ## LOGGING
+                logging_obj.post_call(
                     input=data["inputs"],
                     api_key="",
-                    additional_args={
-                        "complete_input_dict": data,
-                        "request_str": request_str,
-                    },
-                )
-                response = await client.invoke_endpoint(
-                    EndpointName=model,
-                    InferenceComponentName=model_id,
-                    ContentType="application/json",
-                    Body=encoded_data,
-                    CustomAttributes="accept_eula=true",
-                )
-            else:
-                ## LOGGING
-                request_str = f"""
-                response = client.invoke_endpoint(
-                    EndpointName={model},
-                    ContentType="application/json",
-                    Body={data},
-                    CustomAttributes="accept_eula=true",
-                )
-                """  # type: ignore
-                logging_obj.pre_call(
-                    input=data["inputs"],
-                    api_key="",
-                    additional_args={
-                        "complete_input_dict": data,
-                        "request_str": request_str,
-                    },
-                )
-                response = await client.invoke_endpoint(
-                    EndpointName=model,
-                    ContentType="application/json",
-                    Body=encoded_data,
-                    CustomAttributes="accept_eula=true",
+                    original_response=str(e),
+                    additional_args={"complete_input_dict": data},
                 )
+                raise e
         except Exception as e:
             error_message = f"{str(e)}"
             if "Inference Component Name header is required" in error_message:
                 error_message += "\n pass in via `litellm.completion(..., model_id={InferenceComponentName})`"
             raise SagemakerError(status_code=500, message=error_message)
-        response = await response["Body"].read()
-        response = response.decode("utf8")
+        completion_response = response.json()
         ## LOGGING
         logging_obj.post_call(
             input=data["inputs"],
@@ -586,7 +600,6 @@ async def async_completion(
             additional_args={"complete_input_dict": data},
         )
         ## RESPONSE OBJECT
-        completion_response = json.loads(response)
         try:
             if isinstance(completion_response, list):
                 completion_response_choices = completion_response[0]
@@ -625,141 +638,296 @@ async def async_completion(
         setattr(model_response, "usage", usage)
         return model_response
 
+    def embedding(
+        self,
+        model: str,
+        input: list,
+        model_response: EmbeddingResponse,
+        print_verbose: Callable,
+        encoding,
+        logging_obj,
+        custom_prompt_dict={},
+        optional_params=None,
+        litellm_params=None,
+        logger_fn=None,
+    ):
+        """
+        Supports Huggingface Jumpstart embeddings like GPT-6B
+        """
+        ### BOTO3 INIT
+        import boto3
 
-def embedding(
-    model: str,
-    input: list,
-    model_response: EmbeddingResponse,
-    print_verbose: Callable,
-    encoding,
-    logging_obj,
-    custom_prompt_dict={},
-    optional_params=None,
-    litellm_params=None,
-    logger_fn=None,
-):
-    """
-    Supports Huggingface Jumpstart embeddings like GPT-6B
-    """
-    ### BOTO3 INIT
-    import boto3
+        # pop aws_secret_access_key, aws_access_key_id, aws_region_name from kwargs, since completion calls fail with them
+        aws_secret_access_key = optional_params.pop("aws_secret_access_key", None)
+        aws_access_key_id = optional_params.pop("aws_access_key_id", None)
+        aws_region_name = optional_params.pop("aws_region_name", None)
 
-    # pop aws_secret_access_key, aws_access_key_id, aws_region_name from kwargs, since completion calls fail with them
-    aws_secret_access_key = optional_params.pop("aws_secret_access_key", None)
-    aws_access_key_id = optional_params.pop("aws_access_key_id", None)
-    aws_region_name = optional_params.pop("aws_region_name", None)
+        if aws_access_key_id is not None:
+            # uses auth params passed to completion
+            # aws_access_key_id is not None, assume user is trying to auth using litellm.completion
+            client = boto3.client(
+                service_name="sagemaker-runtime",
+                aws_access_key_id=aws_access_key_id,
+                aws_secret_access_key=aws_secret_access_key,
+                region_name=aws_region_name,
+            )
+        else:
+            # aws_access_key_id is None, assume user is trying to auth using env variables
+            # boto3 automaticaly reads env variables
 
-    if aws_access_key_id is not None:
-        # uses auth params passed to completion
-        # aws_access_key_id is not None, assume user is trying to auth using litellm.completion
-        client = boto3.client(
-            service_name="sagemaker-runtime",
-            aws_access_key_id=aws_access_key_id,
-            aws_secret_access_key=aws_secret_access_key,
-            region_name=aws_region_name,
-        )
-    else:
-        # aws_access_key_id is None, assume user is trying to auth using env variables
-        # boto3 automaticaly reads env variables
+            # we need to read region name from env
+            # I assume majority of users use .env for auth
+            region_name = (
+                get_secret("AWS_REGION_NAME")
+                or aws_region_name  # get region from config file if specified
+                or "us-west-2"  # default to us-west-2 if region not specified
+            )
+            client = boto3.client(
+                service_name="sagemaker-runtime",
+                region_name=region_name,
+            )
 
-        # we need to read region name from env
-        # I assume majority of users use .env for auth
-        region_name = (
-            get_secret("AWS_REGION_NAME")
-            or aws_region_name  # get region from config file if specified
-            or "us-west-2"  # default to us-west-2 if region not specified
-        )
-        client = boto3.client(
-            service_name="sagemaker-runtime",
-            region_name=region_name,
-        )
+        # pop streaming if it's in the optional params as 'stream' raises an error with sagemaker
+        inference_params = deepcopy(optional_params)
+        inference_params.pop("stream", None)
 
-    # pop streaming if it's in the optional params as 'stream' raises an error with sagemaker
-    inference_params = deepcopy(optional_params)
-    inference_params.pop("stream", None)
+        ## Load Config
+        config = litellm.SagemakerConfig.get_config()
+        for k, v in config.items():
+            if (
+                k not in inference_params
+            ):  # completion(top_k=3) > sagemaker_config(top_k=3) <- allows for dynamic variables to be passed in
+                inference_params[k] = v
 
-    ## Load Config
-    config = litellm.SagemakerConfig.get_config()
-    for k, v in config.items():
-        if (
-            k not in inference_params
-        ):  # completion(top_k=3) > sagemaker_config(top_k=3) <- allows for dynamic variables to be passed in
-            inference_params[k] = v
+        #### HF EMBEDDING LOGIC
+        data = json.dumps({"text_inputs": input}).encode("utf-8")
 
-    #### HF EMBEDDING LOGIC
-    data = json.dumps({"text_inputs": input}).encode("utf-8")
-
-    ## LOGGING
-    request_str = f"""
-    response = client.invoke_endpoint(
-        EndpointName={model},
-        ContentType="application/json",
-        Body={data}, # type: ignore
-        CustomAttributes="accept_eula=true",
-    )"""  # type: ignore
-    logging_obj.pre_call(
-        input=input,
-        api_key="",
-        additional_args={"complete_input_dict": data, "request_str": request_str},
-    )
-    ## EMBEDDING CALL
-    try:
+        ## LOGGING
+        request_str = f"""
         response = client.invoke_endpoint(
-            EndpointName=model,
+            EndpointName={model},
             ContentType="application/json",
-            Body=data,
+            Body={data}, # type: ignore
             CustomAttributes="accept_eula=true",
+        )"""  # type: ignore
+        logging_obj.pre_call(
+            input=input,
+            api_key="",
+            additional_args={"complete_input_dict": data, "request_str": request_str},
         )
-    except Exception as e:
-        status_code = (
-            getattr(e, "response", {})
-            .get("ResponseMetadata", {})
-            .get("HTTPStatusCode", 500)
-        )
-        error_message = (
-            getattr(e, "response", {}).get("Error", {}).get("Message", str(e))
-        )
-        raise SagemakerError(status_code=status_code, message=error_message)
+        ## EMBEDDING CALL
+        try:
+            response = client.invoke_endpoint(
+                EndpointName=model,
+                ContentType="application/json",
+                Body=data,
+                CustomAttributes="accept_eula=true",
+            )
+        except Exception as e:
+            status_code = (
+                getattr(e, "response", {})
+                .get("ResponseMetadata", {})
+                .get("HTTPStatusCode", 500)
+            )
+            error_message = (
+                getattr(e, "response", {}).get("Error", {}).get("Message", str(e))
+            )
+            raise SagemakerError(status_code=status_code, message=error_message)
 
-    response = json.loads(response["Body"].read().decode("utf8"))
-    ## LOGGING
-    logging_obj.post_call(
-        input=input,
-        api_key="",
-        original_response=response,
-        additional_args={"complete_input_dict": data},
-    )
-
-    print_verbose(f"raw model_response: {response}")
-    if "embedding" not in response:
-        raise SagemakerError(status_code=500, message="embedding not found in response")
-    embeddings = response["embedding"]
-
-    if not isinstance(embeddings, list):
-        raise SagemakerError(
-            status_code=422, message=f"Response not in expected format - {embeddings}"
+        response = json.loads(response["Body"].read().decode("utf8"))
+        ## LOGGING
+        logging_obj.post_call(
+            input=input,
+            api_key="",
+            original_response=response,
+            additional_args={"complete_input_dict": data},
         )
 
-    output_data = []
-    for idx, embedding in enumerate(embeddings):
-        output_data.append(
-            {"object": "embedding", "index": idx, "embedding": embedding}
+        print_verbose(f"raw model_response: {response}")
+        if "embedding" not in response:
+            raise SagemakerError(
+                status_code=500, message="embedding not found in response"
+            )
+        embeddings = response["embedding"]
+
+        if not isinstance(embeddings, list):
+            raise SagemakerError(
+                status_code=422,
+                message=f"Response not in expected format - {embeddings}",
+            )
+
+        output_data = []
+        for idx, embedding in enumerate(embeddings):
+            output_data.append(
+                {"object": "embedding", "index": idx, "embedding": embedding}
+            )
+
+        model_response.object = "list"
+        model_response.data = output_data
+        model_response.model = model
+
+        input_tokens = 0
+        for text in input:
+            input_tokens += len(encoding.encode(text))
+
+        setattr(
+            model_response,
+            "usage",
+            Usage(
+                prompt_tokens=input_tokens,
+                completion_tokens=0,
+                total_tokens=input_tokens,
+            ),
         )
 
-    model_response.object = "list"
-    model_response.data = output_data
-    model_response.model = model
+        return model_response
 
-    input_tokens = 0
-    for text in input:
-        input_tokens += len(encoding.encode(text))
 
-    setattr(
-        model_response,
-        "usage",
-        Usage(
-            prompt_tokens=input_tokens, completion_tokens=0, total_tokens=input_tokens
-        ),
-    )
+def get_response_stream_shape():
+    global _response_stream_shape_cache
+    if _response_stream_shape_cache is None:
 
-    return model_response
+        from botocore.loaders import Loader
+        from botocore.model import ServiceModel
+
+        loader = Loader()
+        sagemaker_service_dict = loader.load_service_model(
+            "sagemaker-runtime", "service-2"
+        )
+        sagemaker_service_model = ServiceModel(sagemaker_service_dict)
+        _response_stream_shape_cache = sagemaker_service_model.shape_for(
+            "InvokeEndpointWithResponseStreamOutput"
+        )
+    return _response_stream_shape_cache
+
+
+class AWSEventStreamDecoder:
+    def __init__(self, model: str) -> None:
+        from botocore.parsers import EventStreamJSONParser
+
+        self.model = model
+        self.parser = EventStreamJSONParser()
+        self.content_blocks: List = []
+
+    def _chunk_parser(self, chunk_data: dict) -> GChunk:
+        verbose_logger.debug("in sagemaker chunk parser, chunk_data %s", chunk_data)
+        _token = chunk_data.get("token", {}) or {}
+        _index = chunk_data.get("index", None) or 0
+        is_finished = False
+        finish_reason = ""
+
+        _text = _token.get("text", "")
+        if _text == "<|endoftext|>":
+            return GChunk(
+                text="",
+                index=_index,
+                is_finished=True,
+                finish_reason="stop",
+            )
+
+        return GChunk(
+            text=_text,
+            index=_index,
+            is_finished=is_finished,
+            finish_reason=finish_reason,
+        )
+
+    def iter_bytes(self, iterator: Iterator[bytes]) -> Iterator[GChunk]:
+        """Given an iterator that yields lines, iterate over it & yield every event encountered"""
+        from botocore.eventstream import EventStreamBuffer
+
+        event_stream_buffer = EventStreamBuffer()
+        accumulated_json = ""
+
+        for chunk in iterator:
+            event_stream_buffer.add_data(chunk)
+            for event in event_stream_buffer:
+                message = self._parse_message_from_event(event)
+                if message:
+                    # remove data: prefix and "\n\n" at the end
+                    message = message.replace("data:", "").replace("\n\n", "")
+
+                    # Accumulate JSON data
+                    accumulated_json += message
+
+                    # Try to parse the accumulated JSON
+                    try:
+                        _data = json.loads(accumulated_json)
+                        yield self._chunk_parser(chunk_data=_data)
+                        # Reset accumulated_json after successful parsing
+                        accumulated_json = ""
+                    except json.JSONDecodeError:
+                        # If it's not valid JSON yet, continue to the next event
+                        continue
+
+        # Handle any remaining data after the iterator is exhausted
+        if accumulated_json:
+            try:
+                _data = json.loads(accumulated_json)
+                yield self._chunk_parser(chunk_data=_data)
+            except json.JSONDecodeError:
+                # Handle or log any unparseable data at the end
+                verbose_logger.error(
+                    f"Warning: Unparseable JSON data remained: {accumulated_json}"
+                )
+
+    async def aiter_bytes(
+        self, iterator: AsyncIterator[bytes]
+    ) -> AsyncIterator[GChunk]:
+        """Given an async iterator that yields lines, iterate over it & yield every event encountered"""
+        from botocore.eventstream import EventStreamBuffer
+
+        event_stream_buffer = EventStreamBuffer()
+        accumulated_json = ""
+
+        async for chunk in iterator:
+            event_stream_buffer.add_data(chunk)
+            for event in event_stream_buffer:
+                message = self._parse_message_from_event(event)
+                if message:
+                    verbose_logger.debug("sagemaker  parsed chunk bytes %s", message)
+                    # remove data: prefix and "\n\n" at the end
+                    message = message.replace("data:", "").replace("\n\n", "")
+
+                    # Accumulate JSON data
+                    accumulated_json += message
+
+                    # Try to parse the accumulated JSON
+                    try:
+                        _data = json.loads(accumulated_json)
+                        yield self._chunk_parser(chunk_data=_data)
+                        # Reset accumulated_json after successful parsing
+                        accumulated_json = ""
+                    except json.JSONDecodeError:
+                        # If it's not valid JSON yet, continue to the next event
+                        continue
+
+        # Handle any remaining data after the iterator is exhausted
+        if accumulated_json:
+            try:
+                _data = json.loads(accumulated_json)
+                yield self._chunk_parser(chunk_data=_data)
+            except json.JSONDecodeError:
+                # Handle or log any unparseable data at the end
+                verbose_logger.error(
+                    f"Warning: Unparseable JSON data remained: {accumulated_json}"
+                )
+
+    def _parse_message_from_event(self, event) -> Optional[str]:
+        response_dict = event.to_response_dict()
+        parsed_response = self.parser.parse(response_dict, get_response_stream_shape())
+
+        if response_dict["status_code"] != 200:
+            raise ValueError(f"Bad response code, expected 200: {response_dict}")
+
+        if "chunk" in parsed_response:
+            chunk = parsed_response.get("chunk")
+            if not chunk:
+                return None
+            return chunk.get("bytes").decode()  # type: ignore[no-any-return]
+        else:
+            chunk = response_dict.get("body")
+            if not chunk:
+                return None
+
+            return chunk.decode()  # type: ignore[no-any-return]
diff --git a/litellm/main.py b/litellm/main.py
index 7be47985745..cf7a4a5e7ea 100644
--- a/litellm/main.py
+++ b/litellm/main.py
@@ -95,7 +95,6 @@ from .llms import (
     palm,
     petals,
     replicate,
-    sagemaker,
     together_ai,
     triton,
     vertex_ai,
@@ -120,6 +119,7 @@ from .llms.prompt_templates.factory import (
     prompt_factory,
     stringify_json_tool_call_content,
 )
+from .llms.sagemaker import SagemakerLLM
 from .llms.text_completion_codestral import CodestralTextCompletion
 from .llms.triton import TritonChatCompletion
 from .llms.vertex_ai_partner import VertexAIPartnerModels
@@ -166,6 +166,7 @@ bedrock_converse_chat_completion = BedrockConverseLLM()
 vertex_chat_completion = VertexLLM()
 vertex_partner_models_chat_completion = VertexAIPartnerModels()
 watsonxai = IBMWatsonXAI()
+sagemaker_llm = SagemakerLLM()
 ####### COMPLETION ENDPOINTS ################
 
 
@@ -2216,7 +2217,7 @@ def completion(
             response = model_response
         elif custom_llm_provider == "sagemaker":
             # boto3 reads keys from .env
-            model_response = sagemaker.completion(
+            model_response = sagemaker_llm.completion(
                 model=model,
                 messages=messages,
                 model_response=model_response,
@@ -2230,26 +2231,13 @@ def completion(
                 logging_obj=logging,
                 acompletion=acompletion,
             )
-            if (
-                "stream" in optional_params and optional_params["stream"] == True
-            ):  ## [BETA]
-                print_verbose(f"ENTERS SAGEMAKER CUSTOMSTREAMWRAPPER")
-                from .llms.sagemaker import TokenIterator
-
-                tokenIterator = TokenIterator(model_response, acompletion=acompletion)
-                response = CustomStreamWrapper(
-                    completion_stream=tokenIterator,
-                    model=model,
-                    custom_llm_provider="sagemaker",
-                    logging_obj=logging,
-                )
+            if optional_params.get("stream", False):
                 ## LOGGING
                 logging.post_call(
                     input=messages,
                     api_key=None,
-                    original_response=response,
+                    original_response=model_response,
                 )
-                return response
 
             ## RESPONSE OBJECT
             response = model_response
@@ -3529,7 +3517,7 @@ def embedding(
                 model_response=EmbeddingResponse(),
             )
         elif custom_llm_provider == "sagemaker":
-            response = sagemaker.embedding(
+            response = sagemaker_llm.embedding(
                 model=model,
                 input=input,
                 encoding=encoding,
diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/777-0a0bacbc160c02d3.js b/litellm/proxy/_experimental/out/_next/static/chunks/777-0a0bacbc160c02d3.js
deleted file mode 100644
index c8ab17b7729..00000000000
--- a/litellm/proxy/_experimental/out/_next/static/chunks/777-0a0bacbc160c02d3.js
+++ /dev/null
@@ -1 +0,0 @@
-"use strict";(self.webpackChunk_N_E=self.webpackChunk_N_E||[]).push([[777],{777:function(e,t,o){o.d(t,{$I:function(){return P},AZ:function(){return x},Au:function(){return W},BL:function(){return ew},Br:function(){return E},Dj:function(){return ek},E9:function(){return eh},EY:function(){return ef},FC:function(){return M},Gh:function(){return ea},HK:function(){return L},I1:function(){return g},It:function(){return j},J$:function(){return V},K8:function(){return l},K_:function(){return eu},N8:function(){return J},NV:function(){return p},Nc:function(){return er},O3:function(){return ei},OU:function(){return z},Og:function(){return h},Ov:function(){return m},PT:function(){return O},Qy:function(){return N},RQ:function(){return f},Rg:function(){return G},So:function(){return I},W_:function(){return _},X:function(){return U},XO:function(){return u},Xd:function(){return ee},YU:function(){return ed},Zr:function(){return y},ao:function(){return ey},b1:function(){return K},cu:function(){return ec},e2:function(){return Y},eH:function(){return S},fP:function(){return A},hT:function(){return eo},hy:function(){return d},j2:function(){return Z},jA:function(){return ep},jE:function(){return el},kK:function(){return w},kn:function(){return B},lg:function(){return et},mR:function(){return R},m_:function(){return C},n$:function(){return $},o6:function(){return v},pf:function(){return es},qm:function(){return i},rs:function(){return T},tN:function(){return H},um:function(){return en},v9:function(){return Q},wX:function(){return k},wd:function(){return D},xA:function(){return q},zg:function(){return X}});var r=o(80588);console.log=function(){};let a=0,n=e=>new Promise(t=>setTimeout(t,e)),c=async e=>{let t=Date.now();t-a>6e4?(e.includes("Authentication Error - Expired Key")?(r.ZP.info("UI Session Expired. 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LiteLLM Proxy is OpenAI compatible, Read More: https://docs.litellm.ai/docs/proxy/user_keys\n)\n\nresponse = client.chat.completions.create(\n    model="'.concat(O.model_group,'", # model to send to the proxy\n    messages = [\n        {\n            "role": "user",\n            "content": "this is a test request, write a short poem"\n        }\n    ]\n)\n\nprint(response)\n            ')})}),(0,s.jsx)(p.Z,{children:(0,s.jsx)(y.Z,{language:"python",children:"".concat(null===(n=O.supported_openai_params)||void 0===n?void 0:n.map(e=>"".concat(e,"\n")).join(""))})}),(0,s.jsx)(p.Z,{children:(0,s.jsx)(y.Z,{language:"python",children:'\nimport os, dotenv\n\nfrom llama_index.llms import AzureOpenAI\nfrom llama_index.embeddings import AzureOpenAIEmbedding\nfrom llama_index import VectorStoreIndex, SimpleDirectoryReader, ServiceContext\n\nllm = AzureOpenAI(\n    engine="'.concat(O.model_group,'",               # model_name on litellm proxy\n    temperature=0.0,\n    azure_endpoint="http://0.0.0.0:4000", # litellm proxy endpoint\n    api_key="sk-1234",                    # litellm proxy API Key\n    api_version="2023-07-01-preview",\n)\n\nembed_model = AzureOpenAIEmbedding(\n    deployment_name="azure-embedding-model",\n    azure_endpoint="http://0.0.0.0:4000",\n    api_key="sk-1234",\n    api_version="2023-07-01-preview",\n)\n\n\ndocuments = SimpleDirectoryReader("llama_index_data").load_data()\nservice_context = ServiceContext.from_defaults(llm=llm, embed_model=embed_model)\nindex = VectorStoreIndex.from_documents(documents, service_context=service_context)\n\nquery_engine = index.as_query_engine()\nresponse = query_engine.query("What did the author do growing up?")\nprint(response)\n\n            ')})}),(0,s.jsx)(p.Z,{children:(0,s.jsx)(y.Z,{language:"python",children:'\nfrom langchain.chat_models import ChatOpenAI\nfrom langchain.prompts.chat import (\n    ChatPromptTemplate,\n    HumanMessagePromptTemplate,\n    SystemMessagePromptTemplate,\n)\nfrom langchain.schema import HumanMessage, SystemMessage\n\nchat = ChatOpenAI(\n    openai_api_base="http://0.0.0.0:4000",\n    model = "'.concat(O.model_group,'",\n    temperature=0.1\n)\n\nmessages = [\n    SystemMessage(\n        content="You are a helpful assistant that im using to make a test request to."\n    ),\n    HumanMessage(\n        content="test from litellm. tell me why it\'s amazing in 1 sentence"\n    ),\n]\nresponse = chat(messages)\n\nprint(response)\n\n            ')})})]})]})]})})]})}}},function(e){e.O(0,[505,131,777,971,69,744],function(){return e(e.s=33786)}),_N_E=e.O()}]);
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diff --git a/litellm/proxy/_experimental/out/_next/static/media/26a46d62cd723877-s.woff2 b/litellm/proxy/_experimental/out/_next/static/media/26a46d62cd723877-s.woff2
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diff --git a/litellm/proxy/_experimental/out/_next/static/media/df0a9ae256c0569c-s.woff2 b/litellm/proxy/_experimental/out/_next/static/media/df0a9ae256c0569c-s.woff2
deleted file mode 100644
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diff --git a/litellm/proxy/_new_secret_config.yaml b/litellm/proxy/_new_secret_config.yaml
index dfa5c16520e..49ea652970d 100644
--- a/litellm/proxy/_new_secret_config.yaml
+++ b/litellm/proxy/_new_secret_config.yaml
@@ -3,4 +3,12 @@ model_list:
     litellm_params:
       model: "gpt-4"
     model_info:
-      my_custom_key: "my_custom_value"
\ No newline at end of file
+      my_custom_key: "my_custom_value"
+
+litellm_settings:
+  success_callback: ["s3"]
+  s3_callback_params:
+    s3_bucket_name: mytestbucketlitellm   # AWS Bucket Name for S3
+    s3_region_name: us-west-2              # AWS Region Name for S3
+    s3_aws_access_key_id: os.environ/AWS_ACCESS_KEY_ID  # us os.environ/<variable name> to pass environment variables. This is AWS Access Key ID for S3
+    s3_aws_secret_access_key: os.environ/AWS_SECRET_ACCESS_KEY  # AWS Secret Access Key for S3
diff --git a/litellm/proxy/_types.py b/litellm/proxy/_types.py
index deb496f2e91..94428c7feba 100644
--- a/litellm/proxy/_types.py
+++ b/litellm/proxy/_types.py
@@ -5,10 +5,10 @@ import sys
 import uuid
 from dataclasses import fields
 from datetime import datetime
-from typing import TYPE_CHECKING, Any, Dict, List, Literal, Optional, TypedDict, Union
+from typing import TYPE_CHECKING, Any, Dict, List, Literal, Optional, Union
 
 from pydantic import BaseModel, ConfigDict, Extra, Field, Json, model_validator
-from typing_extensions import Annotated
+from typing_extensions import Annotated, TypedDict
 
 from litellm.types.router import UpdateRouterConfig
 from litellm.types.utils import ProviderField
@@ -1082,6 +1082,20 @@ class DynamoDBArgs(LiteLLMBase):
     assume_role_aws_session_name: Optional[str] = None
 
 
+class PassThroughGenericEndpoint(LiteLLMBase):
+    path: str = Field(description="The route to be added to the LiteLLM Proxy Server.")
+    target: str = Field(
+        description="The URL to which requests for this path should be forwarded."
+    )
+    headers: dict = Field(
+        description="Key-value pairs of headers to be forwarded with the request. You can set any key value pair here and it will be forwarded to your target endpoint"
+    )
+
+
+class PassThroughEndpointResponse(LiteLLMBase):
+    endpoints: List[PassThroughGenericEndpoint]
+
+
 class ConfigFieldUpdate(LiteLLMBase):
     field_name: str
     field_value: Any
@@ -1093,6 +1107,14 @@ class ConfigFieldDelete(LiteLLMBase):
     field_name: str
 
 
+class FieldDetail(BaseModel):
+    field_name: str
+    field_type: str
+    field_description: str
+    field_default_value: Any = None
+    stored_in_db: Optional[bool]
+
+
 class ConfigList(LiteLLMBase):
     field_name: str
     field_type: str
@@ -1101,6 +1123,9 @@ class ConfigList(LiteLLMBase):
     stored_in_db: Optional[bool]
     field_default_value: Any
     premium_field: bool = False
+    nested_fields: Optional[List[FieldDetail]] = (
+        None  # For nested dictionary or Pydantic fields
+    )
 
 
 class ConfigGeneralSettings(LiteLLMBase):
@@ -1203,6 +1228,10 @@ class ConfigGeneralSettings(LiteLLMBase):
         default=False,
         description="Public model hub for users to see what models they have access to, supported openai params, etc.",
     )
+    pass_through_endpoints: Optional[List[PassThroughGenericEndpoint]] = Field(
+        default=None,
+        description="Set-up pass-through endpoints for provider-specific endpoints. Docs - https://docs.litellm.ai/docs/proxy/pass_through",
+    )
 
 
 class ConfigYAML(LiteLLMBase):
@@ -1761,3 +1790,9 @@ class VirtualKeyEvent(LiteLLMBase):
     created_by_user_role: str
     created_by_key_alias: Optional[str]
     request_kwargs: dict
+
+
+class CreatePassThroughEndpoint(LiteLLMBase):
+    path: str
+    target: str
+    headers: dict
diff --git a/litellm/proxy/common_utils/load_config_utils.py b/litellm/proxy/common_utils/load_config_utils.py
index bded2e34704..b009695b8ce 100644
--- a/litellm/proxy/common_utils/load_config_utils.py
+++ b/litellm/proxy/common_utils/load_config_utils.py
@@ -1,27 +1,26 @@
-import tempfile
-
-import boto3
 import yaml
 
 from litellm._logging import verbose_proxy_logger
 
 
 def get_file_contents_from_s3(bucket_name, object_key):
-    # v0 rely on boto3 for authentication - allowing boto3 to handle IAM credentials etc
-    from botocore.config import Config
-    from botocore.credentials import Credentials
-
-    from litellm.main import bedrock_converse_chat_completion
-
-    credentials: Credentials = bedrock_converse_chat_completion.get_credentials()
-    s3_client = boto3.client(
-        "s3",
-        aws_access_key_id=credentials.access_key,
-        aws_secret_access_key=credentials.secret_key,
-        aws_session_token=credentials.token,  # Optional, if using temporary credentials
-    )
-
     try:
+        # v0 rely on boto3 for authentication - allowing boto3 to handle IAM credentials etc
+        import tempfile
+
+        import boto3
+        from botocore.config import Config
+        from botocore.credentials import Credentials
+
+        from litellm.main import bedrock_converse_chat_completion
+
+        credentials: Credentials = bedrock_converse_chat_completion.get_credentials()
+        s3_client = boto3.client(
+            "s3",
+            aws_access_key_id=credentials.access_key,
+            aws_secret_access_key=credentials.secret_key,
+            aws_session_token=credentials.token,  # Optional, if using temporary credentials
+        )
         verbose_proxy_logger.debug(
             f"Retrieving {object_key} from S3 bucket: {bucket_name}"
         )
@@ -43,6 +42,10 @@ def get_file_contents_from_s3(bucket_name, object_key):
             config = yaml.safe_load(yaml_file)
 
         return config
+    except ImportError:
+        # this is most likely if a user is not using the litellm docker container
+        verbose_proxy_logger.error(f"ImportError: {str(e)}")
+        pass
     except Exception as e:
         verbose_proxy_logger.error(f"Error retrieving file contents: {str(e)}")
         return None
diff --git a/litellm/proxy/config_management_endpoints/pass_through_endpoints.py b/litellm/proxy/config_management_endpoints/pass_through_endpoints.py
new file mode 100644
index 00000000000..237f1b74b2a
--- /dev/null
+++ b/litellm/proxy/config_management_endpoints/pass_through_endpoints.py
@@ -0,0 +1,47 @@
+"""
+What is this? 
+
+CRUD endpoints for managing pass-through endpoints
+"""
+
+import asyncio
+import traceback
+from datetime import datetime, timedelta, timezone
+from typing import List, Optional
+
+import fastapi
+import httpx
+from fastapi import (
+    APIRouter,
+    Depends,
+    File,
+    Form,
+    Header,
+    HTTPException,
+    Request,
+    Response,
+    UploadFile,
+    status,
+)
+
+import litellm
+from litellm._logging import verbose_proxy_logger
+from litellm.batches.main import FileObject
+from litellm.proxy._types import *
+from litellm.proxy.auth.user_api_key_auth import user_api_key_auth
+
+router = APIRouter()
+
+
+@router.get(
+    "/config/pass_through_endpoints/settings",
+    dependencies=[Depends(user_api_key_auth)],
+    tags=["pass-through-endpoints"],
+    summary="Create pass-through endpoints for provider specific endpoints - https://docs.litellm.ai/docs/proxy/pass_through",
+)
+async def create_fine_tuning_job(
+    request: Request,
+    fastapi_response: Response,
+    user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth),
+):
+    pass
diff --git a/litellm/proxy/litellm_pre_call_utils.py b/litellm/proxy/litellm_pre_call_utils.py
index 9b896f66c21..dd39efd6b73 100644
--- a/litellm/proxy/litellm_pre_call_utils.py
+++ b/litellm/proxy/litellm_pre_call_utils.py
@@ -126,14 +126,19 @@ async def add_litellm_data_to_request(
 
     safe_add_api_version_from_query_params(data, request)
 
+    _headers = dict(request.headers)
+
     # Include original request and headers in the data
     data["proxy_server_request"] = {
         "url": str(request.url),
         "method": request.method,
-        "headers": dict(request.headers),
+        "headers": _headers,
         "body": copy.copy(data),  # use copy instead of deepcopy
     }
 
+    ## Forward any LLM API Provider specific headers in extra_headers
+    add_provider_specific_headers_to_request(data=data, headers=_headers)
+
     ## Cache Controls
     headers = request.headers
     verbose_proxy_logger.debug("Request Headers: %s", headers)
@@ -306,6 +311,31 @@ async def add_litellm_data_to_request(
     return data
 
 
+def add_provider_specific_headers_to_request(
+    data: dict,
+    headers: dict,
+):
+    ANTHROPIC_API_HEADERS = [
+        "anthropic-version",
+        "anthropic-beta",
+    ]
+
+    extra_headers = data.get("extra_headers", {}) or {}
+
+    # boolean to indicate if a header was added
+    added_header = False
+    for header in ANTHROPIC_API_HEADERS:
+        if header in headers:
+            header_value = headers[header]
+            extra_headers.update({header: header_value})
+            added_header = True
+
+    if added_header is True:
+        data["extra_headers"] = extra_headers
+
+    return
+
+
 def _add_otel_traceparent_to_data(data: dict, request: Request):
     from litellm.proxy.proxy_server import open_telemetry_logger
 
diff --git a/litellm/proxy/out/404.html b/litellm/proxy/out/404.html
new file mode 100644
index 00000000000..dde6f213830
--- /dev/null
+++ b/litellm/proxy/out/404.html
@@ -0,0 +1 @@
+<!DOCTYPE html><html lang="en"><head><meta charSet="utf-8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="preload" href="/ui/_next/static/media/c9a5bc6a7c948fb0-s.p.woff2" as="font" crossorigin="" type="font/woff2"/><link rel="stylesheet" href="/ui/_next/static/css/051d7321f11572d4.css" crossorigin="" data-precedence="next"/><link rel="preload" as="script" fetchPriority="low" href="/ui/_next/static/chunks/webpack-2d07f7d2618f9dfc.js" crossorigin=""/><script src="/ui/_next/static/chunks/fd9d1056-f593049e31b05aeb.js" async="" crossorigin=""></script><script src="/ui/_next/static/chunks/69-8316d07d1f41e39f.js" async="" crossorigin=""></script><script src="/ui/_next/static/chunks/main-app-096338c8e1915716.js" async="" crossorigin=""></script><title>404: This page could not be found.</title><title>LiteLLM Dashboard</title><meta name="description" content="LiteLLM Proxy Admin UI"/><meta name="next-size-adjust"/><script 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r.createElement(E.m,{tabIndex:0,role:"slider","aria-label":v,"aria-valuenow":e,className:"recharts-brush-traveller",onMouseEnter:this.handleEnterSlideOrTraveller,onMouseLeave:this.handleLeaveSlideOrTraveller,onMouseDown:this.travellerDragStartHandlers[t],onTouchStart:this.travellerDragStartHandlers[t],onKeyDown:function(e){["ArrowLeft","ArrowRight"].includes(e.key)&&(e.preventDefault(),e.stopPropagation(),n.handleTravellerMoveKeyboard("ArrowRight"===e.key?1:-1,t))},onFocus:function(){n.setState({isTravellerFocused:!0})},onBlur:function(){n.setState({isTravellerFocused:!1})},style:{cursor:"col-resize"}},a.renderTraveller(s,m))}},{key:"renderSlide",value:function(e,t){var n=this.props,o=n.y,i=n.height,a=n.stroke,l=n.travellerWidth;return 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r.createElement(eQ,{key:m,activeCoordinate:l,activePayload:c,activeTooltipIndex:u,chartName:n,element:e,isActive:p,layout:h,offset:s,tooltipAxisBandSize:d,tooltipEventType:f})}),to(e8(a),"renderPolarAxis",function(e,t,n){var o=d()(e,"type.axisType"),i=d()(a.state,"".concat(o,"Map")),l=i&&i[e.props["".concat(o,"Id")]];return(0,r.cloneElement)(e,tr(tr({},l),{},{className:o,key:e.key||"".concat(t,"-").concat(n),ticks:(0,M.uY)(l,!0)}))}),to(e8(a),"renderGrid",function(e){var t=a.state,n=t.xAxisMap,o=t.yAxisMap,i=t.offset,l=(0,N.Kt)(n),c=g()(o,function(e){return b()(e.domain,Number.isFinite)})||(0,N.Kt)(o),s=e.props||{};return(0,r.cloneElement)(e,{key:e.key||"grid",x:(0,N.hj)(s.x)?s.x:i.left,y:(0,N.hj)(s.y)?s.y:i.top,width:(0,N.hj)(s.width)?s.width:i.width,height:(0,N.hj)(s.height)?s.height:i.height,xAxis:l,yAxis:c,verticalCoordinatesGenerator:s.verticalCoordinatesGenerator,horizontalCoordinatesGenerator:s.horizontalCoordinatesGenerator})}),to(e8(a),"renderPolarGrid",function(e){var 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l=a.getTooltipEventType(),c=a.state,s=c.isTooltipActive,u=c.tooltipAxis,d=c.activeTooltipIndex,f=c.activeLabel,p=a.props.children,h=(0,P.sP)(p,S.u),m=o.props,v=m.points,g=m.isRange,y=m.baseLine,b=o.item.props,x=b.activeDot,w=b.hide,O=b.activeBar,E=b.activeShape,k={};"axis"!==l&&h&&"click"===h.props.trigger?k={onClick:(0,M.DO)(a.handleItemMouseEnter,e.props.onClick)}:"axis"!==l&&(k={onMouseLeave:(0,M.DO)(a.handleItemMouseLeave,e.props.onMouseLeave),onMouseEnter:(0,M.DO)(a.handleItemMouseEnter,e.props.onMouseEnter)});var C=(0,r.cloneElement)(e,tr(tr({},o.props),k));if(!w&&s&&h&&(x||O||E)){if(d>=0){if(u.dataKey&&!u.allowDuplicatedCategory){var j="function"==typeof u.dataKey?function(e){return"function"==typeof u.dataKey?u.dataKey(e.payload):null}:"payload.".concat(u.dataKey.toString());T=(0,N.Ap)(v,j,f),I=g&&y&&(0,N.Ap)(y,j,f)}else T=null==v?void 0:v[d],I=g&&y&&y[d];if(E||O){var A=void 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0:o.length)||Promise.reject(e),tP(this,C,"f").call(this,e),tP(this,A,"f").call(this,e),this._emit("end");return}if("error"===e){let e=n[0];tP(this,R,"f")||(null==o?void 0:o.length)||Promise.reject(e),tP(this,C,"f").call(this,e),tP(this,A,"f").call(this,e),this._emit("end")}}_emitFinal(){let e=this._chatCompletions[this._chatCompletions.length-1];e&&this._emit("finalChatCompletion",e);let t=tP(this,E,"m",D).call(this);t&&this._emit("finalMessage",t);let n=tP(this,E,"m",_).call(this);n&&this._emit("finalContent",n);let r=tP(this,E,"m",Z).call(this);r&&this._emit("finalFunctionCall",r);let o=tP(this,E,"m",L).call(this);null!=o&&this._emit("finalFunctionCallResult",o),this._chatCompletions.some(e=>e.usage)&&this._emit("totalUsage",tP(this,E,"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())),tP(this,E,"m",F).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:i,...a}=t,l="string"!=typeof o&&(null==o?void 0:o.name),{maxChatCompletions:c=10}=n||{},s={};for(let e of t.functions)s[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<c;++t){var d;let t;let i=null===(d=(await this._createChatCompletion(e,{...a,function_call:o,functions:u,messages:[...this.messages]},n)).choices[0])||void 0===d?void 0:d.message;if(!i)throw new et("missing message in ChatCompletion response");if(!i.function_call)return;let{name:c,arguments:f}=i.function_call,p=s[c];if(p){if(l&&l!==c){let e="Invalid function_call: ".concat(JSON.stringify(c),". ").concat(JSON.stringify(l)," requested. Please try again");this._addMessage({role:r,name:c,content:e});continue}}else{let e="Invalid function_call: ".concat(JSON.stringify(c),". Available options are: ").concat(u.map(e=>JSON.stringify(e.name)).join(", "),". Please try again");this._addMessage({role:r,name:c,content:e});continue}try{t=tE(p)?await p.parse(f):f}catch(e){this._addMessage({role:r,name:c,content:e instanceof Error?e.message:String(e)});continue}let h=await p.function(t,this),m=tP(this,E,"m",H).call(this,h);if(this._addMessage({role:r,name:c,content:m}),l)return}}async _runTools(e,t,n){var r,o;let i="tool",{tool_choice:a="auto",stream:l,...c}=t,s="string"!=typeof a&&(null==a?void 0:null===(r=a.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 f="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,{...c,tool_choice:a,tools:f,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,a=d[r];if(a){if(s&&s!==r){let e="Invalid tool_call: ".concat(JSON.stringify(r),". ").concat(JSON.stringify(s)," requested. Please try again");this._addMessage({role:i,tool_call_id:n,content:e});continue}}else{let e="Invalid tool_call: ".concat(JSON.stringify(r),". Available options are: ").concat(f.map(e=>JSON.stringify(e.function.name)).join(", "),". Please try again");this._addMessage({role:i,tool_call_id:n,content:e});continue}try{t=tE(a)?await a.parse(o):o}catch(t){let e=t instanceof Error?t.message:String(t);this._addMessage({role:i,tool_call_id:n,content:e});continue}let l=await a.function(t,this),c=tP(this,E,"m",H).call(this,l);if(this._addMessage({role:i,tool_call_id:n,content:c}),s)return}}}constructor(){E.add(this),this.controller=new AbortController,S.set(this,void 0),k.set(this,()=>{}),C.set(this,()=>{}),j.set(this,void 0),P.set(this,()=>{}),A.set(this,()=>{}),T.set(this,{}),this._chatCompletions=[],this.messages=[],M.set(this,!1),N.set(this,!1),I.set(this,!1),R.set(this,!1),z.set(this,e=>{if(tj(this,N,!0,"f"),e instanceof Error&&"AbortError"===e.name&&(e=new er),e instanceof er)return tj(this,I,!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)))}),tj(this,S,new Promise((e,t)=>{tj(this,k,e,"f"),tj(this,C,t,"f")}),"f"),tj(this,j,new Promise((e,t)=>{tj(this,P,e,"f"),tj(this,A,t,"f")}),"f"),tP(this,S,"f").catch(()=>{}),tP(this,j,"f").catch(()=>{})}}S=new WeakMap,k=new WeakMap,C=new WeakMap,j=new WeakMap,P=new WeakMap,A=new WeakMap,T=new WeakMap,M=new WeakMap,N=new WeakMap,I=new WeakMap,R=new WeakMap,z=new WeakMap,E=new WeakSet,_=function(){var e;return null!==(e=tP(this,E,"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(tS(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")},Z=function(){for(let n=this.messages.length-1;n>=0;n--){var e,t;let r=this.messages[n];if(tS(r)&&(null==r?void 0:r.function_call))return r.function_call;if(tS(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}},L=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},F=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.")},H=function(e){return"string"==typeof e?e:void 0===e?"undefined":JSON.stringify(e)};class tT extends tA{static runFunctions(e,t,n){let r=new tT,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 tT,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),tS(e)&&e.content&&this._emit("content",e.content)}}var tM=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)},tN=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 tI extends tA{get currentChatCompletionSnapshot(){return tM(this,U,"f")}static fromReadableStream(e){let t=new tI;return t._run(()=>t._fromReadableStream(e)),t}static createChatCompletion(e,t,n){let r=new tI;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())),tM(this,W,"m",q).call(this);let i=await e.create({...t,stream:!0},{...n,signal:this.controller.signal});for await(let e of(this._connected(),i))tM(this,W,"m",V).call(this,e);if(null===(r=i.controller.signal)||void 0===r?void 0:r.aborted)throw new er;return this._addChatCompletion(tM(this,W,"m",K).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())),tM(this,W,"m",q).call(this),this._connected();let i=em.fromReadableStream(e,this.controller);for await(let e of i)r&&r!==e.id&&this._addChatCompletion(tM(this,W,"m",K).call(this)),tM(this,W,"m",V).call(this,e),r=e.id;if(null===(n=i.controller.signal)||void 0===n?void 0:n.aborted)throw new er;return this._addChatCompletion(tM(this,W,"m",K).call(this))}[(U=new WeakMap,W=new WeakSet,q=function(){this.ended||tN(this,U,void 0,"f")},V=function(e){var t,n,r;if(this.ended)return;let o=tM(this,W,"m",Y).call(this,e);this._emit("chunk",e,o);let i=null===(n=e.choices[0])||void 0===n?void 0:null===(t=n.delta)||void 0===t?void 0:t.content,a=null===(r=o.choices[0])||void 0===r?void 0:r.message;null!=i&&(null==a?void 0:a.role)==="assistant"&&(null==a?void 0:a.content)&&this._emit("content",i,a.content)},K=function(){if(this.ended)throw new et("stream has ended, this shouldn't happen");let e=tM(this,U,"f");if(!e)throw new et("request ended without sending any chunks");return tN(this,U,void 0,"f"),function(e){let{id:t,choices:n,created:r,model:o,system_fingerprint:i,...a}=e;return{...a,id:t,choices:n.map(t=>{let{message:n,finish_reason:r,index:o,logprobs:i,...a}=t;if(!r)throw new et("missing finish_reason for choice ".concat(o));let{content:l=null,function_call:c,tool_calls:s,...u}=n,d=n.role;if(!d)throw new et("missing role for choice ".concat(o));if(c){let{arguments:e,name:t}=c;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{...a,message:{content:l,function_call:{arguments:e,name:t},role:d},finish_reason:r,index:o,logprobs:i}}return s?{...a,index:o,finish_reason:r,logprobs:i,message:{...u,role:d,content:l,tool_calls:s.map((t,n)=>{let{function:r,type:i,id:a,...l}=t,{arguments:c,name:s,...u}=r||{};if(null==a)throw new et("missing choices[".concat(o,"].tool_calls[").concat(n,"].id\n").concat(tR(e)));if(null==i)throw new et("missing choices[".concat(o,"].tool_calls[").concat(n,"].type\n").concat(tR(e)));if(null==s)throw new et("missing choices[".concat(o,"].tool_calls[").concat(n,"].function.name\n").concat(tR(e)));if(null==c)throw new et("missing choices[".concat(o,"].tool_calls[").concat(n,"].function.arguments\n").concat(tR(e)));return{...l,id:a,type:i,function:{...u,name:s,arguments:c}}})}}:{...a,message:{...u,content:l,role:d},finish_reason:r,index:o,logprobs:i}}),created:r,model:o,object:"chat.completion",...i?{system_fingerprint:i}:{}}}(e)},Y=function(e){var t,n,r,o,i,a,l;let c=tM(this,U,"f"),{choices:s,...u}=e;for(let{delta:s,finish_reason:d,index:f,logprobs:p=null,...h}of(c?Object.assign(c,u):c=tN(this,U,{...u,choices:[]},"f"),e.choices)){let e=c.choices[f];if(e||(e=c.choices[f]={finish_reason:d,index:f,message:{},logprobs:p,...h}),p){if(e.logprobs){let{content:n,...r}=p;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({},p)}if(d&&(e.finish_reason=d),Object.assign(e,h),!s)continue;let{content:u,function_call:m,role:v,tool_calls:g,...y}=s;if(Object.assign(e.message,y),u&&(e.message.content=(e.message.content||"")+u),v&&(e.message.role=v),m&&(e.message.function_call?(m.name&&(e.message.function_call.name=m.name),m.arguments&&(null!==(i=(n=e.message.function_call).arguments)&&void 0!==i||(n.arguments=""),e.message.function_call.arguments+=m.arguments)):e.message.function_call=m),g)for(let{index:t,id:n,type:o,function:i,...c}of(e.message.tool_calls||(e.message.tool_calls=[]),g)){let s=null!==(a=(r=e.message.tool_calls)[t])&&void 0!==a?a:r[t]={};Object.assign(s,c),n&&(s.id=n),o&&(s.type=o),i&&(null!==(l=s.function)&&void 0!==l||(s.function={arguments:""})),(null==i?void 0:i.name)&&(s.function.name=i.name),(null==i?void 0:i.arguments)&&(s.function.arguments+=i.arguments)}}return c},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 em(this[Symbol.asyncIterator].bind(this),this.controller).toReadableStream()}constructor(){super(...arguments),W.add(this),U.set(this,void 0)}}function tR(e){return JSON.stringify(e)}class t_ extends tI{static fromReadableStream(e){let t=new t_;return t._run(()=>t._fromReadableStream(e)),t}static runFunctions(e,t,n){let r=new t_,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 t_,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?t_.runFunctions(this._client.chat.completions,e,t):tT.runFunctions(this._client.chat.completions,e,t)}runTools(e,t){return e.stream?t_.runTools(this._client.chat.completions,e,t):tT.runTools(this._client.chat.completions,e,t)}stream(e,t){return tI.createChatCompletion(this._client.chat.completions,e,t)}}class tZ extends te{constructor(){super(...arguments),this.completions=new tD(this._client)}}(tZ||(tZ={})).Completions=tD;class tL 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 eU(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 e9{}(tL||(tL={})).MessageFilesPage=tB;class tz 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 eU(t)?this.list(e,{},t):this._client.getAPIList("/threads/".concat(e,"/messages"),tF,{query:t,...n,headers:{"OpenAI-Beta":"assistants=v1",...null==n?void 0:n.headers}})}constructor(){super(...arguments),this.files=new tL(this._client)}}class tF extends e9{}(g=tz||(tz={})).ThreadMessagesPage=tF,g.Files=tL,g.MessageFilesPage=tB;class tH 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/chunks/69-8316d07d1f41e39f.js b/litellm/proxy/out/_next/static/chunks/69-8316d07d1f41e39f.js
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similarity index 97%
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rename to litellm/proxy/out/_next/static/chunks/app/model_hub/page-39740ed413adc0ec.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/app/onboarding/page-a71b2c4c6be5c272.js b/litellm/proxy/out/_next/static/chunks/app/onboarding/page-cd0662400289603c.js
similarity index 94%
rename from litellm/proxy/_experimental/out/_next/static/chunks/app/onboarding/page-a71b2c4c6be5c272.js
rename to litellm/proxy/out/_next/static/chunks/app/onboarding/page-cd0662400289603c.js
index 1354e540902..ce6feda33a9 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/app/onboarding/page-a71b2c4c6be5c272.js
+++ b/litellm/proxy/out/_next/static/chunks/app/onboarding/page-cd0662400289603c.js
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similarity index 68%
rename from litellm/proxy/_experimental/out/_next/static/chunks/app/page-913f3589403bc802.js
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index 668821257e1..32e53a3a69b 100644
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diff --git a/litellm/proxy/_experimental/out/model_hub.txt b/litellm/proxy/out/model_hub.txt
similarity index 91%
rename from litellm/proxy/_experimental/out/model_hub.txt
rename to litellm/proxy/out/model_hub.txt
index 73ab29423cd..5b88f46cade 100644
--- a/litellm/proxy/_experimental/out/model_hub.txt
+++ b/litellm/proxy/out/model_hub.txt
@@ -1,7 +1,7 @@
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diff --git a/litellm/proxy/_experimental/out/next.svg b/litellm/proxy/out/next.svg
similarity index 100%
rename from litellm/proxy/_experimental/out/next.svg
rename to litellm/proxy/out/next.svg
diff --git a/litellm/proxy/out/onboarding.html b/litellm/proxy/out/onboarding.html
new file mode 100644
index 00000000000..72087344633
--- /dev/null
+++ b/litellm/proxy/out/onboarding.html
@@ -0,0 +1 @@
+<!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-2d07f7d2618f9dfc.js" crossorigin=""/><script src="/ui/_next/static/chunks/fd9d1056-f593049e31b05aeb.js" async="" crossorigin=""></script><script src="/ui/_next/static/chunks/69-8316d07d1f41e39f.js" async="" crossorigin=""></script><script src="/ui/_next/static/chunks/main-app-096338c8e1915716.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-2d07f7d2618f9dfc.js" crossorigin="" 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diff --git a/litellm/proxy/_experimental/out/onboarding.txt b/litellm/proxy/out/onboarding.txt
similarity index 89%
rename from litellm/proxy/_experimental/out/onboarding.txt
rename to litellm/proxy/out/onboarding.txt
index cbcdb1f07b8..3401cc7a264 100644
--- a/litellm/proxy/_experimental/out/onboarding.txt
+++ b/litellm/proxy/out/onboarding.txt
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diff --git a/litellm/proxy/_experimental/out/vercel.svg b/litellm/proxy/out/vercel.svg
similarity index 100%
rename from litellm/proxy/_experimental/out/vercel.svg
rename to litellm/proxy/out/vercel.svg
diff --git a/litellm/proxy/pass_through_endpoints/pass_through_endpoints.py b/litellm/proxy/pass_through_endpoints/pass_through_endpoints.py
index 15129854a30..61893a3dc4e 100644
--- a/litellm/proxy/pass_through_endpoints/pass_through_endpoints.py
+++ b/litellm/proxy/pass_through_endpoints/pass_through_endpoints.py
@@ -20,9 +20,18 @@ from fastapi.responses import StreamingResponse
 import litellm
 from litellm._logging import verbose_proxy_logger
 from litellm.integrations.custom_logger import CustomLogger
-from litellm.proxy._types import ProxyException, UserAPIKeyAuth
+from litellm.proxy._types import (
+    ConfigFieldInfo,
+    ConfigFieldUpdate,
+    PassThroughEndpointResponse,
+    PassThroughGenericEndpoint,
+    ProxyException,
+    UserAPIKeyAuth,
+)
 from litellm.proxy.auth.user_api_key_auth import user_api_key_auth
 
+router = APIRouter()
+
 
 async def set_env_variables_in_header(custom_headers: dict):
     """
@@ -476,3 +485,188 @@ async def initialize_pass_through_endpoints(pass_through_endpoints: list):
         )
 
         verbose_proxy_logger.debug("Added new pass through endpoint: %s", _path)
+
+
+@router.get(
+    "/config/pass_through_endpoint",
+    tags=["Internal User management"],
+    dependencies=[Depends(user_api_key_auth)],
+    response_model=PassThroughEndpointResponse,
+)
+async def get_pass_through_endpoints(
+    endpoint_id: Optional[str] = None,
+    user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth),
+):
+    """
+    GET configured pass through endpoint.
+
+    If no endpoint_id given, return all configured endpoints.
+    """
+    from litellm.proxy.proxy_server import get_config_general_settings
+
+    ## Get existing pass-through endpoint field value
+    try:
+        response: ConfigFieldInfo = await get_config_general_settings(
+            field_name="pass_through_endpoints", user_api_key_dict=user_api_key_dict
+        )
+    except Exception:
+        return PassThroughEndpointResponse(endpoints=[])
+
+    pass_through_endpoint_data: Optional[List] = response.field_value
+    if pass_through_endpoint_data is None:
+        return PassThroughEndpointResponse(endpoints=[])
+
+    returned_endpoints = []
+    if endpoint_id is None:
+        for endpoint in pass_through_endpoint_data:
+            if isinstance(endpoint, dict):
+                returned_endpoints.append(PassThroughGenericEndpoint(**endpoint))
+            elif isinstance(endpoint, PassThroughGenericEndpoint):
+                returned_endpoints.append(endpoint)
+    elif endpoint_id is not None:
+        for endpoint in pass_through_endpoint_data:
+            _endpoint: Optional[PassThroughGenericEndpoint] = None
+            if isinstance(endpoint, dict):
+                _endpoint = PassThroughGenericEndpoint(**endpoint)
+            elif isinstance(endpoint, PassThroughGenericEndpoint):
+                _endpoint = endpoint
+
+            if _endpoint is not None and _endpoint.path == endpoint_id:
+                returned_endpoints.append(_endpoint)
+
+    return PassThroughEndpointResponse(endpoints=returned_endpoints)
+
+
+@router.post(
+    "/config/pass_through_endpoint/{endpoint_id}",
+    tags=["Internal User management"],
+    dependencies=[Depends(user_api_key_auth)],
+)
+async def update_pass_through_endpoints(request: Request, endpoint_id: str):
+    """
+    Update a pass-through endpoint
+    """
+    pass
+
+
+@router.post(
+    "/config/pass_through_endpoint",
+    tags=["Internal User management"],
+    dependencies=[Depends(user_api_key_auth)],
+)
+async def create_pass_through_endpoints(
+    data: PassThroughGenericEndpoint,
+    user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth),
+):
+    """
+    Create new pass-through endpoint
+    """
+    from litellm.proxy.proxy_server import (
+        get_config_general_settings,
+        update_config_general_settings,
+    )
+
+    ## Get existing pass-through endpoint field value
+
+    try:
+        response: ConfigFieldInfo = await get_config_general_settings(
+            field_name="pass_through_endpoints", user_api_key_dict=user_api_key_dict
+        )
+    except Exception:
+        response = ConfigFieldInfo(
+            field_name="pass_through_endpoints", field_value=None
+        )
+
+    ## Update field with new endpoint
+    data_dict = data.model_dump()
+    if response.field_value is None:
+        response.field_value = [data_dict]
+    elif isinstance(response.field_value, List):
+        response.field_value.append(data_dict)
+
+    ## Update db
+    updated_data = ConfigFieldUpdate(
+        field_name="pass_through_endpoints",
+        field_value=response.field_value,
+        config_type="general_settings",
+    )
+    await update_config_general_settings(
+        data=updated_data, user_api_key_dict=user_api_key_dict
+    )
+
+
+@router.delete(
+    "/config/pass_through_endpoint",
+    tags=["Internal User management"],
+    dependencies=[Depends(user_api_key_auth)],
+    response_model=PassThroughEndpointResponse,
+)
+async def delete_pass_through_endpoints(
+    endpoint_id: str,
+    user_api_key_dict: UserAPIKeyAuth = Depends(user_api_key_auth),
+):
+    """
+    Delete a pass-through endpoint
+
+    Returns - the deleted endpoint
+    """
+    from litellm.proxy.proxy_server import (
+        get_config_general_settings,
+        update_config_general_settings,
+    )
+
+    ## Get existing pass-through endpoint field value
+
+    try:
+        response: ConfigFieldInfo = await get_config_general_settings(
+            field_name="pass_through_endpoints", user_api_key_dict=user_api_key_dict
+        )
+    except Exception:
+        response = ConfigFieldInfo(
+            field_name="pass_through_endpoints", field_value=None
+        )
+
+    ## Update field by removing endpoint
+    pass_through_endpoint_data: Optional[List] = response.field_value
+    response_obj: Optional[PassThroughGenericEndpoint] = None
+    if response.field_value is None or pass_through_endpoint_data is None:
+        raise HTTPException(
+            status_code=400,
+            detail={"error": "There are no pass-through endpoints setup."},
+        )
+    elif isinstance(response.field_value, List):
+        invalid_idx: Optional[int] = None
+        for idx, endpoint in enumerate(pass_through_endpoint_data):
+            _endpoint: Optional[PassThroughGenericEndpoint] = None
+            if isinstance(endpoint, dict):
+                _endpoint = PassThroughGenericEndpoint(**endpoint)
+            elif isinstance(endpoint, PassThroughGenericEndpoint):
+                _endpoint = endpoint
+
+            if _endpoint is not None and _endpoint.path == endpoint_id:
+                invalid_idx = idx
+                response_obj = _endpoint
+
+        if invalid_idx is not None:
+            pass_through_endpoint_data.pop(invalid_idx)
+
+    ## Update db
+    updated_data = ConfigFieldUpdate(
+        field_name="pass_through_endpoints",
+        field_value=pass_through_endpoint_data,
+        config_type="general_settings",
+    )
+    await update_config_general_settings(
+        data=updated_data, user_api_key_dict=user_api_key_dict
+    )
+
+    if response_obj is None:
+        raise HTTPException(
+            status_code=400,
+            detail={
+                "error": "Endpoint={} was not found in pass-through endpoint list.".format(
+                    endpoint_id
+                )
+            },
+        )
+    return PassThroughEndpointResponse(endpoints=[response_obj])
diff --git a/litellm/proxy/proxy_config.yaml b/litellm/proxy/proxy_config.yaml
index 4a1fc84a80c..d25f1b94682 100644
--- a/litellm/proxy/proxy_config.yaml
+++ b/litellm/proxy/proxy_config.yaml
@@ -19,6 +19,9 @@ model_list:
     litellm_params:
       model: mistral/mistral-small-latest
       api_key: "os.environ/MISTRAL_API_KEY"
+  - model_name: bedrock-anthropic
+    litellm_params:
+      model: bedrock/anthropic.claude-3-sonnet-20240229-v1:0
   - model_name: gemini-1.5-pro-001
     litellm_params:
       model: vertex_ai_beta/gemini-1.5-pro-001
@@ -40,3 +43,6 @@ general_settings:
 litellm_settings:
   fallbacks: [{"gemini-1.5-pro-001": ["gpt-4o"]}]
   callbacks: ["gcs_bucket"]
+  success_callback: ["langfuse"]
+  langfuse_default_tags: ["cache_hit", "cache_key", "user_api_key_alias", "user_api_key_team_alias"]
+  cache: True
diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py
index b637bee21b9..10c06b2ece6 100644
--- a/litellm/proxy/proxy_server.py
+++ b/litellm/proxy/proxy_server.py
@@ -13,7 +13,15 @@ import traceback
 import uuid
 import warnings
 from datetime import datetime, timedelta
-from typing import TYPE_CHECKING, Any, List, Optional
+from typing import (
+    TYPE_CHECKING,
+    Any,
+    List,
+    Optional,
+    get_args,
+    get_origin,
+    get_type_hints,
+)
 
 import requests
 
@@ -187,6 +195,11 @@ from litellm.proxy.openai_files_endpoints.files_endpoints import set_files_confi
 from litellm.proxy.pass_through_endpoints.pass_through_endpoints import (
     initialize_pass_through_endpoints,
 )
+from litellm.proxy.pass_through_endpoints.pass_through_endpoints import (
+    router as pass_through_router,
+)
+from litellm.proxy.route_llm_request import route_request
+
 from litellm.proxy.secret_managers.aws_secret_manager import (
     load_aws_kms,
     load_aws_secret_manager,
@@ -549,6 +562,37 @@ async def check_request_disconnection(request: Request, llm_api_call_task):
             )
 
 
+def _resolve_typed_dict_type(typ):
+    """Resolve the actual TypedDict class from a potentially wrapped type."""
+    from typing_extensions import _TypedDictMeta  # type: ignore
+
+    origin = get_origin(typ)
+    if origin is Union:  # Check if it's a Union (like Optional)
+        for arg in get_args(typ):
+            if isinstance(arg, _TypedDictMeta):
+                return arg
+    elif isinstance(typ, type) and isinstance(typ, dict):
+        return typ
+    return None
+
+
+def _resolve_pydantic_type(typ) -> List:
+    """Resolve the actual TypedDict class from a potentially wrapped type."""
+    origin = get_origin(typ)
+    typs = []
+    if origin is Union:  # Check if it's a Union (like Optional)
+        for arg in get_args(typ):
+            if (
+                arg is not None
+                and not isinstance(arg, type(None))
+                and "NoneType" not in str(arg)
+            ):
+                typs.append(arg)
+    elif isinstance(typ, type) and isinstance(typ, BaseModel):
+        return [typ]
+    return typs
+
+
 def prisma_setup(database_url: Optional[str]):
     global prisma_client, proxy_logging_obj, user_api_key_cache
 
@@ -2191,6 +2235,15 @@ class ProxyConfig:
                 alerting_args=general_settings["alerting_args"],
             )
 
+        ## PASS-THROUGH ENDPOINTS ##
+        if "pass_through_endpoints" in _general_settings:
+            general_settings["pass_through_endpoints"] = _general_settings[
+                "pass_through_endpoints"
+            ]
+            await initialize_pass_through_endpoints(
+                pass_through_endpoints=general_settings["pass_through_endpoints"]
+            )
+
     async def add_deployment(
         self,
         prisma_client: PrismaClient,
@@ -3006,68 +3059,13 @@ async def chat_completion(
 
         ### ROUTE THE REQUEST ###
         # Do not change this - it should be a constant time fetch - ALWAYS
-        router_model_names = llm_router.model_names if llm_router is not None else []
-        # skip router if user passed their key
-        if "api_key" in data:
-            tasks.append(litellm.acompletion(**data))
-        elif "," in data["model"] and llm_router is not None:
-            if (
-                data.get("fastest_response", None) is not None
-                and data["fastest_response"] == True
-            ):
-                tasks.append(llm_router.abatch_completion_fastest_response(**data))
-            else:
-                _models_csv_string = data.pop("model")
-                _models = [model.strip() for model in _models_csv_string.split(",")]
-                tasks.append(llm_router.abatch_completion(models=_models, **data))
-        elif "user_config" in data:
-            # initialize a new router instance. make request using this Router
-            router_config = data.pop("user_config")
-            user_router = litellm.Router(**router_config)
-            tasks.append(user_router.acompletion(**data))
-        elif (
-            llm_router is not None and data["model"] in router_model_names
-        ):  # model in router model list
-            tasks.append(llm_router.acompletion(**data))
-        elif (
-            llm_router is not None and data["model"] in llm_router.get_model_ids()
-        ):  # model in router model list
-            tasks.append(llm_router.acompletion(**data))
-        elif (
-            llm_router is not None
-            and llm_router.model_group_alias is not None
-            and data["model"] in llm_router.model_group_alias
-        ):  # model set in model_group_alias
-            tasks.append(llm_router.acompletion(**data))
-        elif (
-            llm_router is not None and data["model"] in llm_router.deployment_names
-        ):  # model in router deployments, calling a specific deployment on the router
-            tasks.append(llm_router.acompletion(**data, specific_deployment=True))
-        elif (
-            llm_router is not None
-            and data["model"] not in router_model_names
-            and llm_router.router_general_settings.pass_through_all_models is True
-        ):
-            tasks.append(litellm.acompletion(**data))
-        elif (
-            llm_router is not None
-            and data["model"] not in router_model_names
-            and (
-                llm_router.default_deployment is not None
-                or len(llm_router.provider_default_deployments) > 0
-            )
-        ):  # model in router deployments, calling a specific deployment on the router
-            tasks.append(llm_router.acompletion(**data))
-        elif user_model is not None:  # `litellm --model <your-model-name>`
-            tasks.append(litellm.acompletion(**data))
-        else:
-            raise HTTPException(
-                status_code=status.HTTP_400_BAD_REQUEST,
-                detail={
-                    "error": "chat_completion: Invalid model name passed in model="
-                    + data.get("model", "")
-                },
-            )
+        llm_call = await route_request(
+            data=data,
+            route_type="acompletion",
+            llm_router=llm_router,
+            user_model=user_model,
+        )
+        tasks.append(llm_call)
 
         # wait for call to end
         llm_responses = asyncio.gather(
@@ -3290,58 +3288,15 @@ async def completion(
         )
 
         ### ROUTE THE REQUESTs ###
-        router_model_names = llm_router.model_names if llm_router is not None else []
-        # skip router if user passed their key
-        if "api_key" in data:
-            llm_response = asyncio.create_task(litellm.atext_completion(**data))
-        elif (
-            llm_router is not None and data["model"] in router_model_names
-        ):  # model in router model list
-            llm_response = asyncio.create_task(llm_router.atext_completion(**data))
-        elif (
-            llm_router is not None
-            and llm_router.model_group_alias is not None
-            and data["model"] in llm_router.model_group_alias
-        ):  # model set in model_group_alias
-            llm_response = asyncio.create_task(llm_router.atext_completion(**data))
-        elif (
-            llm_router is not None and data["model"] in llm_router.deployment_names
-        ):  # model in router deployments, calling a specific deployment on the router
-            llm_response = asyncio.create_task(
-                llm_router.atext_completion(**data, specific_deployment=True)
-            )
-        elif (
-            llm_router is not None and data["model"] in llm_router.get_model_ids()
-        ):  # model in router model list
-            llm_response = asyncio.create_task(llm_router.atext_completion(**data))
-        elif (
-            llm_router is not None
-            and data["model"] not in router_model_names
-            and llm_router.router_general_settings.pass_through_all_models is True
-        ):
-            llm_response = asyncio.create_task(litellm.atext_completion(**data))
-        elif (
-            llm_router is not None
-            and data["model"] not in router_model_names
-            and (
-                llm_router.default_deployment is not None
-                or len(llm_router.provider_default_deployments) > 0
-            )
-        ):  # model in router deployments, calling a specific deployment on the router
-            llm_response = asyncio.create_task(llm_router.atext_completion(**data))
-        elif user_model is not None:  # `litellm --model <your-model-name>`
-            llm_response = asyncio.create_task(litellm.atext_completion(**data))
-        else:
-            raise HTTPException(
-                status_code=status.HTTP_400_BAD_REQUEST,
-                detail={
-                    "error": "completion: Invalid model name passed in model="
-                    + data.get("model", "")
-                },
-            )
+        llm_call = await route_request(
+            data=data,
+            route_type="atext_completion",
+            llm_router=llm_router,
+            user_model=user_model,
+        )
 
         # Await the llm_response task
-        response = await llm_response
+        response = await llm_call
 
         hidden_params = getattr(response, "_hidden_params", {}) or {}
         model_id = hidden_params.get("model_id", None) or ""
@@ -3555,59 +3510,13 @@ async def embeddings(
         )
 
         ## ROUTE TO CORRECT ENDPOINT ##
-        # skip router if user passed their key
-        if "api_key" in data:
-            tasks.append(litellm.aembedding(**data))
-        elif "user_config" in data:
-            # initialize a new router instance. make request using this Router
-            router_config = data.pop("user_config")
-            user_router = litellm.Router(**router_config)
-            tasks.append(user_router.aembedding(**data))
-        elif (
-            llm_router is not None and data["model"] in router_model_names
-        ):  # model in router model list
-            tasks.append(llm_router.aembedding(**data))
-        elif (
-            llm_router is not None
-            and llm_router.model_group_alias is not None
-            and data["model"] in llm_router.model_group_alias
-        ):  # model set in model_group_alias
-            tasks.append(
-                llm_router.aembedding(**data)
-            )  # ensure this goes the llm_router, router will do the correct alias mapping
-        elif (
-            llm_router is not None and data["model"] in llm_router.deployment_names
-        ):  # model in router deployments, calling a specific deployment on the router
-            tasks.append(llm_router.aembedding(**data, specific_deployment=True))
-        elif (
-            llm_router is not None and data["model"] in llm_router.get_model_ids()
-        ):  # model in router deployments, calling a specific deployment on the router
-            tasks.append(llm_router.aembedding(**data))
-        elif (
-            llm_router is not None
-            and data["model"] not in router_model_names
-            and llm_router.router_general_settings.pass_through_all_models is True
-        ):
-            tasks.append(litellm.aembedding(**data))
-        elif (
-            llm_router is not None
-            and data["model"] not in router_model_names
-            and (
-                llm_router.default_deployment is not None
-                or len(llm_router.provider_default_deployments) > 0
-            )
-        ):  # model in router deployments, calling a specific deployment on the router
-            tasks.append(llm_router.aembedding(**data))
-        elif user_model is not None:  # `litellm --model <your-model-name>`
-            tasks.append(litellm.aembedding(**data))
-        else:
-            raise HTTPException(
-                status_code=status.HTTP_400_BAD_REQUEST,
-                detail={
-                    "error": "embeddings: Invalid model name passed in model="
-                    + data.get("model", "")
-                },
-            )
+        llm_call = await route_request(
+            data=data,
+            route_type="aembedding",
+            llm_router=llm_router,
+            user_model=user_model,
+        )
+        tasks.append(llm_call)
 
         # wait for call to end
         llm_responses = asyncio.gather(
@@ -3738,46 +3647,13 @@ async def image_generation(
         )
 
         ## ROUTE TO CORRECT ENDPOINT ##
-        # skip router if user passed their key
-        if "api_key" in data:
-            response = await litellm.aimage_generation(**data)
-        elif (
-            llm_router is not None and data["model"] in router_model_names
-        ):  # model in router model list
-            response = await llm_router.aimage_generation(**data)
-        elif (
-            llm_router is not None and data["model"] in llm_router.deployment_names
-        ):  # model in router deployments, calling a specific deployment on the router
-            response = await llm_router.aimage_generation(
-                **data, specific_deployment=True
-            )
-        elif (
-            llm_router is not None
-            and llm_router.model_group_alias is not None
-            and data["model"] in llm_router.model_group_alias
-        ):  # model set in model_group_alias
-            response = await llm_router.aimage_generation(
-                **data
-            )  # ensure this goes the llm_router, router will do the correct alias mapping
-        elif (
-            llm_router is not None
-            and data["model"] not in router_model_names
-            and (
-                llm_router.default_deployment is not None
-                or len(llm_router.provider_default_deployments) > 0
-            )
-        ):  # model in router deployments, calling a specific deployment on the router
-            response = await llm_router.aimage_generation(**data)
-        elif user_model is not None:  # `litellm --model <your-model-name>`
-            response = await litellm.aimage_generation(**data)
-        else:
-            raise HTTPException(
-                status_code=status.HTTP_400_BAD_REQUEST,
-                detail={
-                    "error": "image_generation: Invalid model name passed in model="
-                    + data.get("model", "")
-                },
-            )
+        llm_call = await route_request(
+            data=data,
+            route_type="aimage_generation",
+            llm_router=llm_router,
+            user_model=user_model,
+        )
+        response = await llm_call
 
         ### ALERTING ###
         asyncio.create_task(
@@ -3885,44 +3761,13 @@ async def audio_speech(
         )
 
         ## ROUTE TO CORRECT ENDPOINT ##
-        # skip router if user passed their key
-        if "api_key" in data:
-            response = await litellm.aspeech(**data)
-        elif (
-            llm_router is not None and data["model"] in router_model_names
-        ):  # model in router model list
-            response = await llm_router.aspeech(**data)
-        elif (
-            llm_router is not None and data["model"] in llm_router.deployment_names
-        ):  # model in router deployments, calling a specific deployment on the router
-            response = await llm_router.aspeech(**data, specific_deployment=True)
-        elif (
-            llm_router is not None
-            and llm_router.model_group_alias is not None
-            and data["model"] in llm_router.model_group_alias
-        ):  # model set in model_group_alias
-            response = await llm_router.aspeech(
-                **data
-            )  # ensure this goes the llm_router, router will do the correct alias mapping
-        elif (
-            llm_router is not None
-            and data["model"] not in router_model_names
-            and (
-                llm_router.default_deployment is not None
-                or len(llm_router.provider_default_deployments) > 0
-            )
-        ):  # model in router deployments, calling a specific deployment on the router
-            response = await llm_router.aspeech(**data)
-        elif user_model is not None:  # `litellm --model <your-model-name>`
-            response = await litellm.aspeech(**data)
-        else:
-            raise HTTPException(
-                status_code=status.HTTP_400_BAD_REQUEST,
-                detail={
-                    "error": "audio_speech: Invalid model name passed in model="
-                    + data.get("model", "")
-                },
-            )
+        llm_call = await route_request(
+            data=data,
+            route_type="aspeech",
+            llm_router=llm_router,
+            user_model=user_model,
+        )
+        response = await llm_call
 
         ### ALERTING ###
         asyncio.create_task(
@@ -4055,47 +3900,13 @@ async def audio_transcriptions(
             )
 
             ## ROUTE TO CORRECT ENDPOINT ##
-            # skip router if user passed their key
-            if "api_key" in data:
-                response = await litellm.atranscription(**data)
-            elif (
-                llm_router is not None and data["model"] in router_model_names
-            ):  # model in router model list
-                response = await llm_router.atranscription(**data)
-
-            elif (
-                llm_router is not None and data["model"] in llm_router.deployment_names
-            ):  # model in router deployments, calling a specific deployment on the router
-                response = await llm_router.atranscription(
-                    **data, specific_deployment=True
-                )
-            elif (
-                llm_router is not None
-                and llm_router.model_group_alias is not None
-                and data["model"] in llm_router.model_group_alias
-            ):  # model set in model_group_alias
-                response = await llm_router.atranscription(
-                    **data
-                )  # ensure this goes the llm_router, router will do the correct alias mapping
-            elif (
-                llm_router is not None
-                and data["model"] not in router_model_names
-                and (
-                    llm_router.default_deployment is not None
-                    or len(llm_router.provider_default_deployments) > 0
-                )
-            ):  # model in router deployments, calling a specific deployment on the router
-                response = await llm_router.atranscription(**data)
-            elif user_model is not None:  # `litellm --model <your-model-name>`
-                response = await litellm.atranscription(**data)
-            else:
-                raise HTTPException(
-                    status_code=status.HTTP_400_BAD_REQUEST,
-                    detail={
-                        "error": "audio_transcriptions: Invalid model name passed in model="
-                        + data.get("model", "")
-                    },
-                )
+            llm_call = await route_request(
+                data=data,
+                route_type="atranscription",
+                llm_router=llm_router,
+                user_model=user_model,
+            )
+            response = await llm_call
         except Exception as e:
             raise HTTPException(status_code=500, detail=str(e))
         finally:
@@ -5311,40 +5122,13 @@ async def moderations(
         start_time = time.time()
 
         ## ROUTE TO CORRECT ENDPOINT ##
-        # skip router if user passed their key
-        if "api_key" in data:
-            response = await litellm.amoderation(**data)
-        elif (
-            llm_router is not None and data.get("model") in router_model_names
-        ):  # model in router model list
-            response = await llm_router.amoderation(**data)
-        elif (
-            llm_router is not None and data.get("model") in llm_router.deployment_names
-        ):  # model in router deployments, calling a specific deployment on the router
-            response = await llm_router.amoderation(**data, specific_deployment=True)
-        elif (
-            llm_router is not None
-            and llm_router.model_group_alias is not None
-            and data.get("model") in llm_router.model_group_alias
-        ):  # model set in model_group_alias
-            response = await llm_router.amoderation(
-                **data
-            )  # ensure this goes the llm_router, router will do the correct alias mapping
-        elif (
-            llm_router is not None
-            and data.get("model") not in router_model_names
-            and (
-                llm_router.default_deployment is not None
-                or len(llm_router.provider_default_deployments) > 0
-            )
-        ):  # model in router deployments, calling a specific deployment on the router
-            response = await llm_router.amoderation(**data)
-        elif user_model is not None:  # `litellm --model <your-model-name>`
-            response = await litellm.amoderation(**data)
-        else:
-            # /moderations does not need a "model" passed
-            # see https://platform.openai.com/docs/api-reference/moderations
-            response = await litellm.amoderation(**data)
+        llm_call = await route_request(
+            data=data,
+            route_type="amoderation",
+            llm_router=llm_router,
+            user_model=user_model,
+        )
+        response = await llm_call
 
         ### ALERTING ###
         asyncio.create_task(
@@ -9430,6 +9214,7 @@ async def get_config_list(
         "global_max_parallel_requests": {"type": "Integer"},
         "max_request_size_mb": {"type": "Integer"},
         "max_response_size_mb": {"type": "Integer"},
+        "pass_through_endpoints": {"type": "PydanticModel"},
     }
 
     return_val = []
@@ -9437,21 +9222,79 @@ async def get_config_list(
     for field_name, field_info in ConfigGeneralSettings.model_fields.items():
         if field_name in allowed_args:
 
-            _stored_in_db = None
-            if field_name in db_general_settings_dict:
-                _stored_in_db = True
-            elif field_name in general_settings:
-                _stored_in_db = False
+            ## HANDLE TYPED DICT
 
-            _response_obj = ConfigList(
-                field_name=field_name,
-                field_type=allowed_args[field_name]["type"],
-                field_description=field_info.description or "",
-                field_value=general_settings.get(field_name, None),
-                stored_in_db=_stored_in_db,
-                field_default_value=field_info.default,
-            )
-            return_val.append(_response_obj)
+            typed_dict_type = allowed_args[field_name]["type"]
+
+            if typed_dict_type == "PydanticModel":
+                if field_name == "pass_through_endpoints":
+                    pydantic_class_list = [PassThroughGenericEndpoint]
+                else:
+                    pydantic_class_list = []
+
+                for pydantic_class in pydantic_class_list:
+                    # Get type hints from the TypedDict to create FieldDetail objects
+                    nested_fields = [
+                        FieldDetail(
+                            field_name=sub_field,
+                            field_type=sub_field_type.__name__,
+                            field_description="",  # Add custom logic if descriptions are available
+                            field_default_value=general_settings.get(sub_field, None),
+                            stored_in_db=None,
+                        )
+                        for sub_field, sub_field_type in pydantic_class.__annotations__.items()
+                    ]
+
+                    idx = 0
+                    for (
+                        sub_field,
+                        sub_field_info,
+                    ) in pydantic_class.model_fields.items():
+                        if (
+                            hasattr(sub_field_info, "description")
+                            and sub_field_info.description is not None
+                        ):
+                            nested_fields[idx].field_description = (
+                                sub_field_info.description
+                            )
+                        idx += 1
+
+                    _stored_in_db = None
+                    if field_name in db_general_settings_dict:
+                        _stored_in_db = True
+                    elif field_name in general_settings:
+                        _stored_in_db = False
+
+                    _response_obj = ConfigList(
+                        field_name=field_name,
+                        field_type=allowed_args[field_name]["type"],
+                        field_description=field_info.description or "",
+                        field_value=general_settings.get(field_name, None),
+                        stored_in_db=_stored_in_db,
+                        field_default_value=field_info.default,
+                        nested_fields=nested_fields,
+                    )
+                    return_val.append(_response_obj)
+
+            else:
+                nested_fields = None
+
+                _stored_in_db = None
+                if field_name in db_general_settings_dict:
+                    _stored_in_db = True
+                elif field_name in general_settings:
+                    _stored_in_db = False
+
+                _response_obj = ConfigList(
+                    field_name=field_name,
+                    field_type=allowed_args[field_name]["type"],
+                    field_description=field_info.description or "",
+                    field_value=general_settings.get(field_name, None),
+                    stored_in_db=_stored_in_db,
+                    field_default_value=field_info.default,
+                    nested_fields=nested_fields,
+                )
+                return_val.append(_response_obj)
 
     return return_val
 
@@ -9865,6 +9708,7 @@ def cleanup_router_config_variables():
 app.include_router(router)
 app.include_router(fine_tuning_router)
 app.include_router(vertex_router)
+app.include_router(pass_through_router)
 app.include_router(health_router)
 app.include_router(key_management_router)
 app.include_router(internal_user_router)
diff --git a/litellm/proxy/route_llm_request.py b/litellm/proxy/route_llm_request.py
new file mode 100644
index 00000000000..7a7be55b22a
--- /dev/null
+++ b/litellm/proxy/route_llm_request.py
@@ -0,0 +1,117 @@
+from typing import TYPE_CHECKING, Any, Literal, Optional, Union
+
+from fastapi import (
+    Depends,
+    FastAPI,
+    File,
+    Form,
+    Header,
+    HTTPException,
+    Path,
+    Request,
+    Response,
+    UploadFile,
+    status,
+)
+
+import litellm
+from litellm._logging import verbose_logger
+
+if TYPE_CHECKING:
+    from litellm.router import Router as _Router
+
+    LitellmRouter = _Router
+else:
+    LitellmRouter = Any
+
+
+ROUTE_ENDPOINT_MAPPING = {
+    "acompletion": "/chat/completions",
+    "atext_completion": "/completions",
+    "aembedding": "/embeddings",
+    "aimage_generation": "/image/generations",
+    "aspeech": "/audio/speech",
+    "atranscription": "/audio/transcriptions",
+    "amoderation": "/moderations",
+}
+
+
+async def route_request(
+    data: dict,
+    llm_router: Optional[LitellmRouter],
+    user_model: Optional[str],
+    route_type: Literal[
+        "acompletion",
+        "atext_completion",
+        "aembedding",
+        "aimage_generation",
+        "aspeech",
+        "atranscription",
+        "amoderation",
+    ],
+):
+    """
+    Common helper to route the request
+
+    """
+    router_model_names = llm_router.model_names if llm_router is not None else []
+
+    if "api_key" in data:
+        return getattr(litellm, f"{route_type}")(**data)
+
+    elif "user_config" in data:
+        router_config = data.pop("user_config")
+        user_router = litellm.Router(**router_config)
+        return getattr(user_router, f"{route_type}")(**data)
+
+    elif (
+        route_type == "acompletion"
+        and data.get("model", "") is not None
+        and "," in data.get("model", "")
+        and llm_router is not None
+    ):
+        if data.get("fastest_response", False):
+            return llm_router.abatch_completion_fastest_response(**data)
+        else:
+            models = [model.strip() for model in data.pop("model").split(",")]
+            return llm_router.abatch_completion(models=models, **data)
+
+    elif llm_router is not None:
+        if (
+            data["model"] in router_model_names
+            or data["model"] in llm_router.get_model_ids()
+        ):
+            return getattr(llm_router, f"{route_type}")(**data)
+
+        elif (
+            llm_router.model_group_alias is not None
+            and data["model"] in llm_router.model_group_alias
+        ):
+            return getattr(llm_router, f"{route_type}")(**data)
+
+        elif data["model"] in llm_router.deployment_names:
+            return getattr(llm_router, f"{route_type}")(
+                **data, specific_deployment=True
+            )
+
+        elif data["model"] not in router_model_names:
+            if llm_router.router_general_settings.pass_through_all_models:
+                return getattr(litellm, f"{route_type}")(**data)
+            elif (
+                llm_router.default_deployment is not None
+                or len(llm_router.provider_default_deployments) > 0
+            ):
+                return getattr(llm_router, f"{route_type}")(**data)
+
+    elif user_model is not None:
+        return getattr(litellm, f"{route_type}")(**data)
+
+    # if no route found then it's a bad request
+    route_name = ROUTE_ENDPOINT_MAPPING.get(route_type, route_type)
+    raise HTTPException(
+        status_code=status.HTTP_400_BAD_REQUEST,
+        detail={
+            "error": f"{route_name}: Invalid model name passed in model="
+            + data.get("model", "")
+        },
+    )
diff --git a/litellm/proxy/tests/test_anthropic_context_caching.py b/litellm/proxy/tests/test_anthropic_context_caching.py
new file mode 100644
index 00000000000..6156e4a0485
--- /dev/null
+++ b/litellm/proxy/tests/test_anthropic_context_caching.py
@@ -0,0 +1,37 @@
+import openai
+
+client = openai.OpenAI(
+    api_key="sk-1234",  # litellm proxy api key
+    base_url="http://0.0.0.0:4000",  # litellm proxy base url
+)
+
+
+response = client.chat.completions.create(
+    model="anthropic/claude-3-5-sonnet-20240620",
+    messages=[
+        {  # type: ignore
+            "role": "system",
+            "content": [
+                {
+                    "type": "text",
+                    "text": "You are an AI assistant tasked with analyzing legal documents.",
+                },
+                {
+                    "type": "text",
+                    "text": "Here is the full text of a complex legal agreement" * 100,
+                    "cache_control": {"type": "ephemeral"},
+                },
+            ],
+        },
+        {
+            "role": "user",
+            "content": "what are the key terms and conditions in this agreement?",
+        },
+    ],
+    extra_headers={
+        "anthropic-version": "2023-06-01",
+        "anthropic-beta": "prompt-caching-2024-07-31",
+    },
+)
+
+print(response)
diff --git a/litellm/tests/test_completion.py b/litellm/tests/test_completion.py
index cc1b24cde16..654b210ff7c 100644
--- a/litellm/tests/test_completion.py
+++ b/litellm/tests/test_completion.py
@@ -3337,108 +3337,6 @@ def test_customprompt_together_ai():
 # test_customprompt_together_ai()
 
 
-@pytest.mark.skip(reason="AWS Suspended Account")
-def test_completion_sagemaker():
-    try:
-        litellm.set_verbose = True
-        print("testing sagemaker")
-        response = completion(
-            model="sagemaker/jumpstart-dft-hf-llm-mistral-7b-ins-20240329-150233",
-            model_id="huggingface-llm-mistral-7b-instruct-20240329-150233",
-            messages=messages,
-            temperature=0.2,
-            max_tokens=80,
-            aws_region_name=os.getenv("AWS_REGION_NAME_2"),
-            aws_access_key_id=os.getenv("AWS_ACCESS_KEY_ID_2"),
-            aws_secret_access_key=os.getenv("AWS_SECRET_ACCESS_KEY_2"),
-            input_cost_per_second=0.000420,
-        )
-        # Add any assertions here to check the response
-        print(response)
-        cost = completion_cost(completion_response=response)
-        print("calculated cost", cost)
-        assert (
-            cost > 0.0 and cost < 1.0
-        )  # should never be > $1 for a single completion call
-    except Exception as e:
-        pytest.fail(f"Error occurred: {e}")
-
-
-# test_completion_sagemaker()
-
-
-@pytest.mark.skip(reason="AWS Suspended Account")
-@pytest.mark.asyncio
-async def test_acompletion_sagemaker():
-    try:
-        litellm.set_verbose = True
-        print("testing sagemaker")
-        response = await litellm.acompletion(
-            model="sagemaker/jumpstart-dft-hf-llm-mistral-7b-ins-20240329-150233",
-            model_id="huggingface-llm-mistral-7b-instruct-20240329-150233",
-            messages=messages,
-            temperature=0.2,
-            max_tokens=80,
-            aws_region_name=os.getenv("AWS_REGION_NAME_2"),
-            aws_access_key_id=os.getenv("AWS_ACCESS_KEY_ID_2"),
-            aws_secret_access_key=os.getenv("AWS_SECRET_ACCESS_KEY_2"),
-            input_cost_per_second=0.000420,
-        )
-        # Add any assertions here to check the response
-        print(response)
-        cost = completion_cost(completion_response=response)
-        print("calculated cost", cost)
-        assert (
-            cost > 0.0 and cost < 1.0
-        )  # should never be > $1 for a single completion call
-    except Exception as e:
-        pytest.fail(f"Error occurred: {e}")
-
-
-@pytest.mark.skip(reason="AWS Suspended Account")
-def test_completion_chat_sagemaker():
-    try:
-        messages = [{"role": "user", "content": "Hey, how's it going?"}]
-        litellm.set_verbose = True
-        response = completion(
-            model="sagemaker/berri-benchmarking-Llama-2-70b-chat-hf-4",
-            messages=messages,
-            max_tokens=100,
-            temperature=0.7,
-            stream=True,
-        )
-        # Add any assertions here to check the response
-        complete_response = ""
-        for chunk in response:
-            complete_response += chunk.choices[0].delta.content or ""
-        print(f"complete_response: {complete_response}")
-        assert len(complete_response) > 0
-    except Exception as e:
-        pytest.fail(f"Error occurred: {e}")
-
-
-# test_completion_chat_sagemaker()
-
-
-@pytest.mark.skip(reason="AWS Suspended Account")
-def test_completion_chat_sagemaker_mistral():
-    try:
-        messages = [{"role": "user", "content": "Hey, how's it going?"}]
-
-        response = completion(
-            model="sagemaker/jumpstart-dft-hf-llm-mistral-7b-instruct",
-            messages=messages,
-            max_tokens=100,
-        )
-        # Add any assertions here to check the response
-        print(response)
-    except Exception as e:
-        pytest.fail(f"An error occurred: {str(e)}")
-
-
-# test_completion_chat_sagemaker_mistral()
-
-
 def response_format_tests(response: litellm.ModelResponse):
     assert isinstance(response.id, str)
     assert response.id != ""
diff --git a/litellm/tests/test_custom_callback_input.py b/litellm/tests/test_custom_callback_input.py
index 2995fdbe52b..a356ee0adce 100644
--- a/litellm/tests/test_custom_callback_input.py
+++ b/litellm/tests/test_custom_callback_input.py
@@ -1166,3 +1166,63 @@ def test_turn_off_message_logging():
 
     time.sleep(2)
     assert len(customHandler.errors) == 0
+
+
+##### VALID JSON ######
+
+
+def test_standard_logging_payload():
+    """
+    Ensure valid standard_logging_payload is passed for logging calls to s3
+
+    Motivation: provide a standard set of things that are logged to s3/gcs/future integrations across all llm calls
+    """
+    from litellm.types.utils import StandardLoggingPayload
+
+    # sync completion
+    customHandler = CompletionCustomHandler()
+    litellm.callbacks = [customHandler]
+
+    with patch.object(
+        customHandler, "log_success_event", new=MagicMock()
+    ) as mock_client:
+        _ = litellm.completion(
+            model="gpt-3.5-turbo",
+            messages=[{"role": "user", "content": "Hey, how's it going?"}],
+            mock_response="Going well!",
+        )
+
+        time.sleep(2)
+        mock_client.assert_called_once()
+
+        print(
+            f"mock_client_post.call_args: {mock_client.call_args.kwargs['kwargs'].keys()}"
+        )
+        assert "standard_logging_object" in mock_client.call_args.kwargs["kwargs"]
+        assert (
+            mock_client.call_args.kwargs["kwargs"]["standard_logging_object"]
+            is not None
+        )
+
+        print(mock_client.call_args.kwargs["kwargs"]["standard_logging_object"])
+
+        keys_list = list(StandardLoggingPayload.__annotations__.keys())
+
+        for k in keys_list:
+            assert (
+                k in mock_client.call_args.kwargs["kwargs"]["standard_logging_object"]
+            )
+
+        ## json serializable
+        json_str_payload = json.dumps(
+            mock_client.call_args.kwargs["kwargs"]["standard_logging_object"]
+        )
+        json.loads(json_str_payload)
+
+        ## response cost
+        assert (
+            mock_client.call_args.kwargs["kwargs"]["standard_logging_object"][
+                "response_cost"
+            ]
+            > 0
+        )
diff --git a/litellm/tests/test_provider_specific_config.py b/litellm/tests/test_provider_specific_config.py
index c20c44fb134..a7765f658cb 100644
--- a/litellm/tests/test_provider_specific_config.py
+++ b/litellm/tests/test_provider_specific_config.py
@@ -2,16 +2,19 @@
 #    This tests setting provider specific configs across providers
 # There are 2 types of tests - changing config dynamically or by setting class variables
 
-import sys, os
+import os
+import sys
 import traceback
+
 import pytest
 
 sys.path.insert(
     0, os.path.abspath("../..")
 )  # Adds the parent directory to the system path
+from unittest.mock import AsyncMock, MagicMock, patch
+
 import litellm
-from litellm import completion
-from litellm import RateLimitError
+from litellm import RateLimitError, completion
 
 #  Huggingface - Expensive to deploy models and keep them running. Maybe we can try doing this via baseten??
 # def hf_test_completion_tgi():
@@ -513,102 +516,165 @@ def sagemaker_test_completion():
 # sagemaker_test_completion()
 
 
-def test_sagemaker_default_region(mocker):
+def test_sagemaker_default_region():
     """
     If no regions are specified in config or in environment, the default region is us-west-2
     """
-    mock_client = mocker.patch("boto3.client")
-    try:
+    mock_response = MagicMock()
+
+    def return_val():
+        return {
+            "generated_text": "This is a mock response from SageMaker.",
+            "id": "cmpl-mockid",
+            "object": "text_completion",
+            "created": 1629800000,
+            "model": "sagemaker/jumpstart-dft-hf-textgeneration1-mp-20240815-185614",
+            "choices": [
+                {
+                    "text": "This is a mock response from SageMaker.",
+                    "index": 0,
+                    "logprobs": None,
+                    "finish_reason": "length",
+                }
+            ],
+            "usage": {"prompt_tokens": 1, "completion_tokens": 8, "total_tokens": 9},
+        }
+
+    mock_response.json = return_val
+    mock_response.status_code = 200
+
+    with patch(
+        "litellm.llms.custom_httpx.http_handler.HTTPHandler.post",
+        return_value=mock_response,
+    ) as mock_post:
         response = litellm.completion(
             model="sagemaker/mock-endpoint",
-            messages=[
-                {
-                    "content": "Hello, world!",
-                    "role": "user"
-                }
-            ]
+            messages=[{"content": "Hello, world!", "role": "user"}],
         )
-    except Exception:
-        pass  # expected serialization exception because AWS client was replaced with a Mock
-    assert mock_client.call_args.kwargs["region_name"] == "us-west-2"
+        mock_post.assert_called_once()
+        _, kwargs = mock_post.call_args
+        args_to_sagemaker = kwargs["json"]
+        print("Arguments passed to sagemaker=", args_to_sagemaker)
+        print("url=", kwargs["url"])
+
+        assert (
+            kwargs["url"]
+            == "https://runtime.sagemaker.us-west-2.amazonaws.com/endpoints/mock-endpoint/invocations"
+        )
+
 
 # test_sagemaker_default_region()
 
 
-def test_sagemaker_environment_region(mocker):
+def test_sagemaker_environment_region():
     """
     If a region is specified in the environment, use that region instead of us-west-2
     """
     expected_region = "us-east-1"
     os.environ["AWS_REGION_NAME"] = expected_region
-    mock_client = mocker.patch("boto3.client")
-    try:
+    mock_response = MagicMock()
+
+    def return_val():
+        return {
+            "generated_text": "This is a mock response from SageMaker.",
+            "id": "cmpl-mockid",
+            "object": "text_completion",
+            "created": 1629800000,
+            "model": "sagemaker/jumpstart-dft-hf-textgeneration1-mp-20240815-185614",
+            "choices": [
+                {
+                    "text": "This is a mock response from SageMaker.",
+                    "index": 0,
+                    "logprobs": None,
+                    "finish_reason": "length",
+                }
+            ],
+            "usage": {"prompt_tokens": 1, "completion_tokens": 8, "total_tokens": 9},
+        }
+
+    mock_response.json = return_val
+    mock_response.status_code = 200
+
+    with patch(
+        "litellm.llms.custom_httpx.http_handler.HTTPHandler.post",
+        return_value=mock_response,
+    ) as mock_post:
         response = litellm.completion(
             model="sagemaker/mock-endpoint",
-            messages=[
-                {
-                    "content": "Hello, world!",
-                    "role": "user"
-                }
-            ]
+            messages=[{"content": "Hello, world!", "role": "user"}],
         )
-    except Exception:
-        pass  # expected serialization exception because AWS client was replaced with a Mock
-    del os.environ["AWS_REGION_NAME"]  # cleanup
-    assert mock_client.call_args.kwargs["region_name"] == expected_region
+        mock_post.assert_called_once()
+        _, kwargs = mock_post.call_args
+        args_to_sagemaker = kwargs["json"]
+        print("Arguments passed to sagemaker=", args_to_sagemaker)
+        print("url=", kwargs["url"])
+
+        assert (
+            kwargs["url"]
+            == f"https://runtime.sagemaker.{expected_region}.amazonaws.com/endpoints/mock-endpoint/invocations"
+        )
+
+        del os.environ["AWS_REGION_NAME"]  # cleanup
+
 
 # test_sagemaker_environment_region()
 
 
-def test_sagemaker_config_region(mocker):
+def test_sagemaker_config_region():
     """
     If a region is specified as part of the optional parameters of the completion, including as
     part of the config file, then use that region instead of us-west-2
     """
     expected_region = "us-east-1"
-    mock_client = mocker.patch("boto3.client")
-    try:
-        response = litellm.completion(
-            model="sagemaker/mock-endpoint",
-            messages=[
+    mock_response = MagicMock()
+
+    def return_val():
+        return {
+            "generated_text": "This is a mock response from SageMaker.",
+            "id": "cmpl-mockid",
+            "object": "text_completion",
+            "created": 1629800000,
+            "model": "sagemaker/jumpstart-dft-hf-textgeneration1-mp-20240815-185614",
+            "choices": [
                 {
-                    "content": "Hello, world!",
-                    "role": "user"
+                    "text": "This is a mock response from SageMaker.",
+                    "index": 0,
+                    "logprobs": None,
+                    "finish_reason": "length",
                 }
             ],
+            "usage": {"prompt_tokens": 1, "completion_tokens": 8, "total_tokens": 9},
+        }
+
+    mock_response.json = return_val
+    mock_response.status_code = 200
+
+    with patch(
+        "litellm.llms.custom_httpx.http_handler.HTTPHandler.post",
+        return_value=mock_response,
+    ) as mock_post:
+
+        response = litellm.completion(
+            model="sagemaker/mock-endpoint",
+            messages=[{"content": "Hello, world!", "role": "user"}],
             aws_region_name=expected_region,
         )
-    except Exception:
-        pass  # expected serialization exception because AWS client was replaced with a Mock
-    assert mock_client.call_args.kwargs["region_name"] == expected_region
+
+        mock_post.assert_called_once()
+        _, kwargs = mock_post.call_args
+        args_to_sagemaker = kwargs["json"]
+        print("Arguments passed to sagemaker=", args_to_sagemaker)
+        print("url=", kwargs["url"])
+
+        assert (
+            kwargs["url"]
+            == f"https://runtime.sagemaker.{expected_region}.amazonaws.com/endpoints/mock-endpoint/invocations"
+        )
+
 
 # test_sagemaker_config_region()
 
 
-def test_sagemaker_config_and_environment_region(mocker):
-    """
-    If both the environment and config file specify a region, the environment region is expected
-    """
-    expected_region = "us-east-1"
-    unexpected_region = "us-east-2"
-    os.environ["AWS_REGION_NAME"] = expected_region
-    mock_client = mocker.patch("boto3.client")
-    try:
-        response = litellm.completion(
-            model="sagemaker/mock-endpoint",
-            messages=[
-                {
-                    "content": "Hello, world!",
-                    "role": "user"
-                }
-            ],
-            aws_region_name=unexpected_region,
-        )
-    except Exception:
-        pass  # expected serialization exception because AWS client was replaced with a Mock
-    del os.environ["AWS_REGION_NAME"]  # cleanup
-    assert mock_client.call_args.kwargs["region_name"] == expected_region
-
 # test_sagemaker_config_and_environment_region()
 
 
diff --git a/litellm/tests/test_proxy_exception_mapping.py b/litellm/tests/test_proxy_exception_mapping.py
index a774d1b0ef0..89b4cd926e0 100644
--- a/litellm/tests/test_proxy_exception_mapping.py
+++ b/litellm/tests/test_proxy_exception_mapping.py
@@ -229,8 +229,9 @@ def test_chat_completion_exception_any_model(client):
         )
         assert isinstance(openai_exception, openai.BadRequestError)
         _error_message = openai_exception.message
-        assert "chat_completion: Invalid model name passed in model=Lite-GPT-12" in str(
-            _error_message
+        assert (
+            "/chat/completions: Invalid model name passed in model=Lite-GPT-12"
+            in str(_error_message)
         )
 
     except Exception as e:
@@ -259,7 +260,7 @@ def test_embedding_exception_any_model(client):
         print("Exception raised=", openai_exception)
         assert isinstance(openai_exception, openai.BadRequestError)
         _error_message = openai_exception.message
-        assert "embeddings: Invalid model name passed in model=Lite-GPT-12" in str(
+        assert "/embeddings: Invalid model name passed in model=Lite-GPT-12" in str(
             _error_message
         )
 
diff --git a/litellm/tests/test_sagemaker.py b/litellm/tests/test_sagemaker.py
new file mode 100644
index 00000000000..b6b4251c6b5
--- /dev/null
+++ b/litellm/tests/test_sagemaker.py
@@ -0,0 +1,316 @@
+import json
+import os
+import sys
+import traceback
+
+from dotenv import load_dotenv
+
+load_dotenv()
+import io
+import os
+
+sys.path.insert(
+    0, os.path.abspath("../..")
+)  # Adds the parent directory to the system path
+
+import os
+from unittest.mock import AsyncMock, MagicMock, patch
+
+import pytest
+
+import litellm
+from litellm import RateLimitError, Timeout, completion, completion_cost, embedding
+from litellm.llms.custom_httpx.http_handler import AsyncHTTPHandler, HTTPHandler
+from litellm.llms.prompt_templates.factory import anthropic_messages_pt
+
+# litellm.num_retries =3
+litellm.cache = None
+litellm.success_callback = []
+user_message = "Write a short poem about the sky"
+messages = [{"content": user_message, "role": "user"}]
+import logging
+
+from litellm._logging import verbose_logger
+
+
+def logger_fn(user_model_dict):
+    print(f"user_model_dict: {user_model_dict}")
+
+
+@pytest.fixture(autouse=True)
+def reset_callbacks():
+    print("\npytest fixture - resetting callbacks")
+    litellm.success_callback = []
+    litellm._async_success_callback = []
+    litellm.failure_callback = []
+    litellm.callbacks = []
+
+
+@pytest.mark.asyncio()
+@pytest.mark.parametrize("sync_mode", [True, False])
+async def test_completion_sagemaker(sync_mode):
+    try:
+        litellm.set_verbose = True
+        verbose_logger.setLevel(logging.DEBUG)
+        print("testing sagemaker")
+        if sync_mode is True:
+            response = litellm.completion(
+                model="sagemaker/jumpstart-dft-hf-textgeneration1-mp-20240815-185614",
+                messages=[
+                    {"role": "user", "content": "hi"},
+                ],
+                temperature=0.2,
+                max_tokens=80,
+                input_cost_per_second=0.000420,
+            )
+        else:
+            response = await litellm.acompletion(
+                model="sagemaker/jumpstart-dft-hf-textgeneration1-mp-20240815-185614",
+                messages=[
+                    {"role": "user", "content": "hi"},
+                ],
+                temperature=0.2,
+                max_tokens=80,
+                input_cost_per_second=0.000420,
+            )
+        # Add any assertions here to check the response
+        print(response)
+        cost = completion_cost(completion_response=response)
+        print("calculated cost", cost)
+        assert (
+            cost > 0.0 and cost < 1.0
+        )  # should never be > $1 for a single completion call
+    except Exception as e:
+        pytest.fail(f"Error occurred: {e}")
+
+
+@pytest.mark.asyncio()
+@pytest.mark.parametrize("sync_mode", [False, True])
+async def test_completion_sagemaker_stream(sync_mode):
+    try:
+        litellm.set_verbose = False
+        print("testing sagemaker")
+        verbose_logger.setLevel(logging.DEBUG)
+        full_text = ""
+        if sync_mode is True:
+            response = litellm.completion(
+                model="sagemaker/jumpstart-dft-hf-textgeneration1-mp-20240815-185614",
+                messages=[
+                    {"role": "user", "content": "hi - what is ur name"},
+                ],
+                temperature=0.2,
+                stream=True,
+                max_tokens=80,
+                input_cost_per_second=0.000420,
+            )
+
+            for chunk in response:
+                print(chunk)
+                full_text += chunk.choices[0].delta.content or ""
+
+            print("SYNC RESPONSE full text", full_text)
+        else:
+            response = await litellm.acompletion(
+                model="sagemaker/jumpstart-dft-hf-textgeneration1-mp-20240815-185614",
+                messages=[
+                    {"role": "user", "content": "hi - what is ur name"},
+                ],
+                stream=True,
+                temperature=0.2,
+                max_tokens=80,
+                input_cost_per_second=0.000420,
+            )
+
+            print("streaming response")
+
+            async for chunk in response:
+                print(chunk)
+                full_text += chunk.choices[0].delta.content or ""
+
+            print("ASYNC RESPONSE full text", full_text)
+
+    except Exception as e:
+        pytest.fail(f"Error occurred: {e}")
+
+
+@pytest.mark.asyncio
+async def test_acompletion_sagemaker_non_stream():
+    mock_response = AsyncMock()
+
+    def return_val():
+        return {
+            "generated_text": "This is a mock response from SageMaker.",
+            "id": "cmpl-mockid",
+            "object": "text_completion",
+            "created": 1629800000,
+            "model": "sagemaker/jumpstart-dft-hf-textgeneration1-mp-20240815-185614",
+            "choices": [
+                {
+                    "text": "This is a mock response from SageMaker.",
+                    "index": 0,
+                    "logprobs": None,
+                    "finish_reason": "length",
+                }
+            ],
+            "usage": {"prompt_tokens": 1, "completion_tokens": 8, "total_tokens": 9},
+        }
+
+    mock_response.json = return_val
+    mock_response.status_code = 200
+
+    expected_payload = {
+        "inputs": "hi",
+        "parameters": {"temperature": 0.2, "max_new_tokens": 80},
+    }
+
+    with patch(
+        "litellm.llms.custom_httpx.http_handler.AsyncHTTPHandler.post",
+        return_value=mock_response,
+    ) as mock_post:
+        # Act: Call the litellm.acompletion function
+        response = await litellm.acompletion(
+            model="sagemaker/jumpstart-dft-hf-textgeneration1-mp-20240815-185614",
+            messages=[
+                {"role": "user", "content": "hi"},
+            ],
+            temperature=0.2,
+            max_tokens=80,
+            input_cost_per_second=0.000420,
+        )
+
+        # Print what was called on the mock
+        print("call args=", mock_post.call_args)
+
+        # Assert
+        mock_post.assert_called_once()
+        _, kwargs = mock_post.call_args
+        args_to_sagemaker = kwargs["json"]
+        print("Arguments passed to sagemaker=", args_to_sagemaker)
+        assert args_to_sagemaker == expected_payload
+        assert (
+            kwargs["url"]
+            == "https://runtime.sagemaker.us-west-2.amazonaws.com/endpoints/jumpstart-dft-hf-textgeneration1-mp-20240815-185614/invocations"
+        )
+
+
+@pytest.mark.asyncio
+async def test_completion_sagemaker_non_stream():
+    mock_response = MagicMock()
+
+    def return_val():
+        return {
+            "generated_text": "This is a mock response from SageMaker.",
+            "id": "cmpl-mockid",
+            "object": "text_completion",
+            "created": 1629800000,
+            "model": "sagemaker/jumpstart-dft-hf-textgeneration1-mp-20240815-185614",
+            "choices": [
+                {
+                    "text": "This is a mock response from SageMaker.",
+                    "index": 0,
+                    "logprobs": None,
+                    "finish_reason": "length",
+                }
+            ],
+            "usage": {"prompt_tokens": 1, "completion_tokens": 8, "total_tokens": 9},
+        }
+
+    mock_response.json = return_val
+    mock_response.status_code = 200
+
+    expected_payload = {
+        "inputs": "hi",
+        "parameters": {"temperature": 0.2, "max_new_tokens": 80},
+    }
+
+    with patch(
+        "litellm.llms.custom_httpx.http_handler.HTTPHandler.post",
+        return_value=mock_response,
+    ) as mock_post:
+        # Act: Call the litellm.acompletion function
+        response = litellm.completion(
+            model="sagemaker/jumpstart-dft-hf-textgeneration1-mp-20240815-185614",
+            messages=[
+                {"role": "user", "content": "hi"},
+            ],
+            temperature=0.2,
+            max_tokens=80,
+            input_cost_per_second=0.000420,
+        )
+
+        # Print what was called on the mock
+        print("call args=", mock_post.call_args)
+
+        # Assert
+        mock_post.assert_called_once()
+        _, kwargs = mock_post.call_args
+        args_to_sagemaker = kwargs["json"]
+        print("Arguments passed to sagemaker=", args_to_sagemaker)
+        assert args_to_sagemaker == expected_payload
+        assert (
+            kwargs["url"]
+            == "https://runtime.sagemaker.us-west-2.amazonaws.com/endpoints/jumpstart-dft-hf-textgeneration1-mp-20240815-185614/invocations"
+        )
+
+
+@pytest.mark.asyncio
+async def test_completion_sagemaker_non_stream_with_aws_params():
+    mock_response = MagicMock()
+
+    def return_val():
+        return {
+            "generated_text": "This is a mock response from SageMaker.",
+            "id": "cmpl-mockid",
+            "object": "text_completion",
+            "created": 1629800000,
+            "model": "sagemaker/jumpstart-dft-hf-textgeneration1-mp-20240815-185614",
+            "choices": [
+                {
+                    "text": "This is a mock response from SageMaker.",
+                    "index": 0,
+                    "logprobs": None,
+                    "finish_reason": "length",
+                }
+            ],
+            "usage": {"prompt_tokens": 1, "completion_tokens": 8, "total_tokens": 9},
+        }
+
+    mock_response.json = return_val
+    mock_response.status_code = 200
+
+    expected_payload = {
+        "inputs": "hi",
+        "parameters": {"temperature": 0.2, "max_new_tokens": 80},
+    }
+
+    with patch(
+        "litellm.llms.custom_httpx.http_handler.HTTPHandler.post",
+        return_value=mock_response,
+    ) as mock_post:
+        # Act: Call the litellm.acompletion function
+        response = litellm.completion(
+            model="sagemaker/jumpstart-dft-hf-textgeneration1-mp-20240815-185614",
+            messages=[
+                {"role": "user", "content": "hi"},
+            ],
+            temperature=0.2,
+            max_tokens=80,
+            input_cost_per_second=0.000420,
+            aws_access_key_id="gm",
+            aws_secret_access_key="s",
+            aws_region_name="us-west-5",
+        )
+
+        # Print what was called on the mock
+        print("call args=", mock_post.call_args)
+
+        # Assert
+        mock_post.assert_called_once()
+        _, kwargs = mock_post.call_args
+        args_to_sagemaker = kwargs["json"]
+        print("Arguments passed to sagemaker=", args_to_sagemaker)
+        assert args_to_sagemaker == expected_payload
+        assert (
+            kwargs["url"]
+            == "https://runtime.sagemaker.us-west-5.amazonaws.com/endpoints/jumpstart-dft-hf-textgeneration1-mp-20240815-185614/invocations"
+        )
diff --git a/litellm/tests/test_streaming.py b/litellm/tests/test_streaming.py
index 025ea812009..3f423318792 100644
--- a/litellm/tests/test_streaming.py
+++ b/litellm/tests/test_streaming.py
@@ -1683,6 +1683,7 @@ def test_completion_bedrock_mistral_stream():
         pytest.fail(f"Error occurred: {e}")
 
 
+@pytest.mark.skip(reason="stopped using TokenIterator")
 def test_sagemaker_weird_response():
     """
     When the stream ends, flush any remaining holding chunks.
diff --git a/litellm/types/utils.py b/litellm/types/utils.py
index 5cf6270868c..354f0f03f82 100644
--- a/litellm/types/utils.py
+++ b/litellm/types/utils.py
@@ -80,7 +80,7 @@ class ModelInfo(TypedDict, total=False):
     supports_assistant_prefill: Optional[bool]
 
 
-class GenericStreamingChunk(TypedDict):
+class GenericStreamingChunk(TypedDict, total=False):
     text: Required[str]
     tool_use: Optional[ChatCompletionToolCallChunk]
     is_finished: Required[bool]
@@ -1166,3 +1166,53 @@ class AdapterCompletionStreamWrapper:
             raise StopIteration
         except StopIteration:
             raise StopAsyncIteration
+
+
+class StandardLoggingMetadata(TypedDict):
+    """
+    Specific metadata k,v pairs logged to integration for easier cost tracking
+    """
+
+    user_api_key_hash: Optional[str]  # hash of the litellm virtual key used
+    user_api_key_alias: Optional[str]
+    user_api_key_team_id: Optional[str]
+    user_api_key_user_id: Optional[str]
+    user_api_key_team_alias: Optional[str]
+    spend_logs_metadata: Optional[
+        dict
+    ]  # special param to log k,v pairs to spendlogs for a call
+    requester_ip_address: Optional[str]
+
+
+class StandardLoggingHiddenParams(TypedDict):
+    model_id: Optional[str]
+    cache_key: Optional[str]
+    api_base: Optional[str]
+    response_cost: Optional[str]
+    additional_headers: Optional[dict]
+
+
+class StandardLoggingPayload(TypedDict):
+    id: str
+    call_type: str
+    response_cost: float
+    total_tokens: int
+    prompt_tokens: int
+    completion_tokens: int
+    startTime: float
+    endTime: float
+    completionStartTime: float
+    model: str
+    model_id: Optional[str]
+    model_group: Optional[str]
+    api_base: str
+    metadata: StandardLoggingMetadata
+    cache_hit: Optional[bool]
+    cache_key: Optional[str]
+    request_tags: list
+    end_user: Optional[str]
+    requester_ip_address: Optional[str]
+    messages: Optional[Union[str, list, dict]]
+    response: Optional[Union[str, list, dict]]
+    model_parameters: dict
+    hidden_params: StandardLoggingHiddenParams
diff --git a/litellm/utils.py b/litellm/utils.py
index b157ac456e0..0875b0e0e5e 100644
--- a/litellm/utils.py
+++ b/litellm/utils.py
@@ -9848,11 +9848,28 @@ class CustomStreamWrapper:
                     completion_obj["tool_calls"] = [response_obj["tool_use"]]
 
             elif self.custom_llm_provider == "sagemaker":
-                print_verbose(f"ENTERS SAGEMAKER STREAMING for chunk {chunk}")
-                response_obj = self.handle_sagemaker_stream(chunk)
+                from litellm.types.llms.bedrock import GenericStreamingChunk
+
+                if self.received_finish_reason is not None:
+                    raise StopIteration
+                response_obj: GenericStreamingChunk = chunk
                 completion_obj["content"] = response_obj["text"]
                 if response_obj["is_finished"]:
                     self.received_finish_reason = response_obj["finish_reason"]
+
+                if (
+                    self.stream_options
+                    and self.stream_options.get("include_usage", False) is True
+                    and response_obj["usage"] is not None
+                ):
+                    model_response.usage = litellm.Usage(
+                        prompt_tokens=response_obj["usage"]["inputTokens"],
+                        completion_tokens=response_obj["usage"]["outputTokens"],
+                        total_tokens=response_obj["usage"]["totalTokens"],
+                    )
+
+                if "tool_use" in response_obj and response_obj["tool_use"] is not None:
+                    completion_obj["tool_calls"] = [response_obj["tool_use"]]
             elif self.custom_llm_provider == "petals":
                 if len(self.completion_stream) == 0:
                     if self.received_finish_reason is not None:
diff --git a/pyproject.toml b/pyproject.toml
index 97703d70880..4a0910e1ce4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "litellm"
-version = "1.43.13"
+version = "1.43.16"
 description = "Library to easily interface with LLM API providers"
 authors = ["BerriAI"]
 license = "MIT"
@@ -91,7 +91,7 @@ requires = ["poetry-core", "wheel"]
 build-backend = "poetry.core.masonry.api"
 
 [tool.commitizen]
-version = "1.43.13"
+version = "1.43.16"
 version_files = [
     "pyproject.toml:^version"
 ]
diff --git a/ui/litellm-dashboard/out/404.html b/ui/litellm-dashboard/out/404.html
index 0de1d45fae2..dde6f213830 100644
--- a/ui/litellm-dashboard/out/404.html
+++ b/ui/litellm-dashboard/out/404.html
@@ -1 +1 @@
-<!DOCTYPE html><html lang="en"><head><meta charSet="utf-8"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="preload" href="/ui/_next/static/media/a34f9d1faa5f3315-s.p.woff2" as="font" crossorigin="" type="font/woff2"/><link rel="stylesheet" href="/ui/_next/static/css/cd10067a0a3408b4.css" crossorigin="" data-precedence="next"/><link rel="preload" as="script" fetchPriority="low" href="/ui/_next/static/chunks/webpack-193a7eac80c8baba.js" crossorigin=""/><script src="/ui/_next/static/chunks/fd9d1056-f593049e31b05aeb.js" async="" crossorigin=""></script><script src="/ui/_next/static/chunks/69-8316d07d1f41e39f.js" async="" crossorigin=""></script><script src="/ui/_next/static/chunks/main-app-9b4fb13a7db53edf.js" async="" crossorigin=""></script><title>404: This page could not be found.</title><title>LiteLLM Dashboard</title><meta name="description" content="LiteLLM Proxy Admin UI"/><meta name="next-size-adjust"/><script src="/ui/_next/static/chunks/polyfills-c67a75d1b6f99dc8.js" crossorigin="" noModule=""></script></head><body class="__className_86ef86"><div style="font-family:system-ui,&quot;Segoe UI&quot;,Roboto,Helvetica,Arial,sans-serif,&quot;Apple Color Emoji&quot;,&quot;Segoe UI Emoji&quot;;height:100vh;text-align:center;display:flex;flex-direction:column;align-items:center;justify-content:center"><div><style>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)}}</style><h1 class="next-error-h1" style="display:inline-block;margin:0 20px 0 0;padding:0 23px 0 0;font-size:24px;font-weight:500;vertical-align:top;line-height:49px">404</h1><div style="display:inline-block"><h2 style="font-size:14px;font-weight:400;line-height:49px;margin:0">This page could not be found.</h2></div></div></div><script 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r.createElement(eQ,{key:m,activeCoordinate:l,activePayload:c,activeTooltipIndex:u,chartName:n,element:e,isActive:p,layout:h,offset:s,tooltipAxisBandSize:d,tooltipEventType:f})}),to(e8(a),"renderPolarAxis",function(e,t,n){var o=d()(e,"type.axisType"),i=d()(a.state,"".concat(o,"Map")),l=i&&i[e.props["".concat(o,"Id")]];return(0,r.cloneElement)(e,tr(tr({},l),{},{className:o,key:e.key||"".concat(t,"-").concat(n),ticks:(0,M.uY)(l,!0)}))}),to(e8(a),"renderGrid",function(e){var t=a.state,n=t.xAxisMap,o=t.yAxisMap,i=t.offset,l=(0,N.Kt)(n),c=g()(o,function(e){return b()(e.domain,Number.isFinite)})||(0,N.Kt)(o),s=e.props||{};return(0,r.cloneElement)(e,{key:e.key||"grid",x:(0,N.hj)(s.x)?s.x:i.left,y:(0,N.hj)(s.y)?s.y:i.top,width:(0,N.hj)(s.width)?s.width:i.width,height:(0,N.hj)(s.height)?s.height:i.height,xAxis:l,yAxis:c,verticalCoordinatesGenerator:s.verticalCoordinatesGenerator,horizontalCoordinatesGenerator:s.horizontalCoordinatesGenerator})}),to(e8(a),"renderPolarGrid",function(e){var 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l=a.getTooltipEventType(),c=a.state,s=c.isTooltipActive,u=c.tooltipAxis,d=c.activeTooltipIndex,f=c.activeLabel,p=a.props.children,h=(0,P.sP)(p,S.u),m=o.props,v=m.points,g=m.isRange,y=m.baseLine,b=o.item.props,x=b.activeDot,w=b.hide,O=b.activeBar,E=b.activeShape,k={};"axis"!==l&&h&&"click"===h.props.trigger?k={onClick:(0,M.DO)(a.handleItemMouseEnter,e.props.onClick)}:"axis"!==l&&(k={onMouseLeave:(0,M.DO)(a.handleItemMouseLeave,e.props.onMouseLeave),onMouseEnter:(0,M.DO)(a.handleItemMouseEnter,e.props.onMouseEnter)});var C=(0,r.cloneElement)(e,tr(tr({},o.props),k));if(!w&&s&&h&&(x||O||E)){if(d>=0){if(u.dataKey&&!u.allowDuplicatedCategory){var j="function"==typeof u.dataKey?function(e){return"function"==typeof u.dataKey?u.dataKey(e.payload):null}:"payload.".concat(u.dataKey.toString());T=(0,N.Ap)(v,j,f),I=g&&y&&(0,N.Ap)(y,j,f)}else T=null==v?void 0:v[d],I=g&&y&&y[d];if(E||O){var A=void 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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 eU(t)?this.list(e,{},t):this._client.getAPIList("/threads/".concat(e,"/messages"),tF,{query:t,...n,headers:{"OpenAI-Beta":"assistants=v1",...null==n?void 0:n.headers}})}constructor(){super(...arguments),this.files=new tL(this._client)}}class tF extends e9{}(g=tz||(tz={})).ThreadMessagesPage=tF,g.Files=tL,g.MessageFilesPage=tB;class tH 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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\ No newline at end of file
diff --git a/ui/litellm-dashboard/out/_next/static/chunks/777-0a0bacbc160c02d3.js b/ui/litellm-dashboard/out/_next/static/chunks/777-0a0bacbc160c02d3.js
deleted file mode 100644
index c8ab17b7729..00000000000
--- a/ui/litellm-dashboard/out/_next/static/chunks/777-0a0bacbc160c02d3.js
+++ /dev/null
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diff --git a/ui/litellm-dashboard/out/_next/static/css/cd10067a0a3408b4.css b/ui/litellm-dashboard/out/_next/static/css/cd10067a0a3408b4.css
deleted file mode 100644
index 1e90dfdf18f..00000000000
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diff --git a/ui/litellm-dashboard/out/_next/static/dWa6RZpZ5Z2Qhqv0Hff_m/_buildManifest.js b/ui/litellm-dashboard/out/_next/static/dWa6RZpZ5Z2Qhqv0Hff_m/_buildManifest.js
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--- a/ui/litellm-dashboard/out/_next/static/dWa6RZpZ5Z2Qhqv0Hff_m/_buildManifest.js
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+++ /dev/null
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index 6ef12eadda0..55437d8b2c9 100644
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diff --git a/ui/litellm-dashboard/out/onboarding.txt b/ui/litellm-dashboard/out/onboarding.txt
index cbcdb1f07b8..3401cc7a264 100644
--- a/ui/litellm-dashboard/out/onboarding.txt
+++ b/ui/litellm-dashboard/out/onboarding.txt
@@ -1,7 +1,7 @@
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diff --git a/ui/litellm-dashboard/src/app/page.tsx b/ui/litellm-dashboard/src/app/page.tsx
index 9b7a09cbfd7..02ef8ebe052 100644
--- a/ui/litellm-dashboard/src/app/page.tsx
+++ b/ui/litellm-dashboard/src/app/page.tsx
@@ -9,6 +9,7 @@ import Teams from "@/components/teams";
 import AdminPanel from "@/components/admins";
 import Settings from "@/components/settings";
 import GeneralSettings from "@/components/general_settings";
+import PassThroughSettings from "@/components/pass_through_settings";
 import BudgetPanel from "@/components/budgets/budget_panel";
 import ModelHub from "@/components/model_hub";
 import APIRef from "@/components/api_ref";
@@ -263,6 +264,13 @@ const CreateKeyPage = () => {
               accessToken={accessToken}
               premiumUser={premiumUser}
             />
+          ) : page == "pass-through-settings" ? (
+            <PassThroughSettings
+              userID={userID}
+              userRole={userRole}
+              accessToken={accessToken}
+              modelData={modelData}
+            />
           ) : (
             <Usage
               userID={userID}
diff --git a/ui/litellm-dashboard/src/components/add_pass_through.tsx b/ui/litellm-dashboard/src/components/add_pass_through.tsx
new file mode 100644
index 00000000000..addeb2248b8
--- /dev/null
+++ b/ui/litellm-dashboard/src/components/add_pass_through.tsx
@@ -0,0 +1,149 @@
+/**
+ * Modal to add fallbacks to the proxy router config
+ */
+
+
+
+import React, { useState, useEffect, useRef } from "react";
+import { Button, TextInput, Grid, Col } from "@tremor/react";
+import { Select, SelectItem, MultiSelect, MultiSelectItem, Card, Metric, Text, Title, Subtitle, Accordion, AccordionHeader, AccordionBody, } from "@tremor/react";
+import { CopyToClipboard } from 'react-copy-to-clipboard';
+import { createPassThroughEndpoint } from "./networking";
+import {
+  Button as Button2,
+  Modal,
+  Form,
+  Input,
+  InputNumber,
+  Select as Select2,
+  message,
+} from "antd";
+import { keyCreateCall, slackBudgetAlertsHealthCheck, modelAvailableCall } from "./networking";
+import { list } from "postcss";
+import KeyValueInput from "./key_value_input";
+import { passThroughItem } from "./pass_through_settings";
+const { Option } = Select2;
+
+interface AddFallbacksProps {
+//   models: string[] | undefined; 
+  accessToken: string;
+  passThroughItems: passThroughItem[];
+  setPassThroughItems: React.Dispatch<React.SetStateAction<passThroughItem[]>>;
+}
+
+const AddPassThroughEndpoint: React.FC<AddFallbacksProps> = ({
+    accessToken, setPassThroughItems, passThroughItems
+}) => {
+  const [form] = Form.useForm();
+  const [isModalVisible, setIsModalVisible] = useState(false);
+  const [selectedModel, setSelectedModel] = useState("");
+  const handleOk = () => {
+    setIsModalVisible(false);
+    form.resetFields();
+  };
+
+  const handleCancel = () => {
+    setIsModalVisible(false);
+    form.resetFields();
+  };
+
+  const addPassThrough = (formValues: Record<string, any>) => {
+    // Print the received value
+    console.log(formValues);
+
+    // // Extract model_name and models from formValues
+    // const { model_name, models } = formValues;
+
+    // // Create new fallback
+    // const newFallback = { [model_name]: models };
+
+    // // Get current fallbacks, or an empty array if it's null
+    // const currentFallbacks = routerSettings.fallbacks || [];
+
+    // // Add new fallback to the current fallbacks
+    // const updatedFallbacks = [...currentFallbacks, newFallback];
+
+    // // Create a new routerSettings object with updated fallbacks
+    // const updatedRouterSettings = { ...routerSettings, fallbacks: updatedFallbacks };
+
+    const newPassThroughItem: passThroughItem = {
+        "headers": formValues["headers"],
+        "path": formValues["path"],
+        "target": formValues["target"]
+    }
+    const updatedPassThroughSettings = [...passThroughItems, newPassThroughItem]
+
+
+    try {
+        createPassThroughEndpoint(accessToken, formValues);
+        setPassThroughItems(updatedPassThroughSettings)
+    } catch (error) {
+        message.error("Failed to update router settings: " + error, 20);
+    }
+
+    message.success("Pass through endpoint successfully added");
+
+    setIsModalVisible(false)
+    form.resetFields();
+  };
+
+
+  return (
+    <div>
+      <Button className="mx-auto" onClick={() => setIsModalVisible(true)}>
+        + Add Pass-Through Endpoint
+      </Button>
+      <Modal
+        title="Add Pass-Through Endpoint"
+        visible={isModalVisible}
+        width={800}
+        footer={null}
+        onOk={handleOk}
+        onCancel={handleCancel}
+      >
+        <Form
+          form={form}
+          onFinish={addPassThrough}
+          labelCol={{ span: 8 }}
+          wrapperCol={{ span: 16 }}
+          labelAlign="left"
+        >
+            <>
+              <Form.Item 
+                label="Path" 
+                name="path"
+                rules={[{ required: true, message: 'The route to be added to the LiteLLM Proxy Server.' }]}
+                help="required"
+              >
+                <TextInput/>
+              </Form.Item>
+
+              <Form.Item 
+                label="Target" 
+                name="target"
+                rules={[{ required: true, message: 'The URL to which requests for this path should be forwarded.' }]}
+                help="required"
+              >
+                <TextInput/>
+              </Form.Item>
+              <Form.Item 
+                label="Headers" 
+                name="headers"
+                rules={[{ required: true, message: 'Key-value pairs of headers to be forwarded with the request. You can set any key value pair here and it will be forwarded to your target endpoint' }]}
+                help="required"
+              >
+                <KeyValueInput/>
+              </Form.Item>
+            </>
+          
+          <div style={{ textAlign: "right", marginTop: "10px" }}>
+            <Button2 htmlType="submit">Add Pass-Through Endpoint</Button2>
+          </div>
+        </Form>
+      </Modal>
+
+    </div>
+  );
+};
+
+export default AddPassThroughEndpoint;
diff --git a/ui/litellm-dashboard/src/components/general_settings.tsx b/ui/litellm-dashboard/src/components/general_settings.tsx
index f80ca203bae..87750b60701 100644
--- a/ui/litellm-dashboard/src/components/general_settings.tsx
+++ b/ui/litellm-dashboard/src/components/general_settings.tsx
@@ -597,7 +597,7 @@ const GeneralSettings: React.FC<GeneralSettingsPageProps> = ({
                   </TableRow>
                 </TableHead>
                 <TableBody>
-                  {generalSettings.map((value, index) => (
+                  {generalSettings.filter((value) => value.field_type !== "TypedDictionary").map((value, index) => (
                     <TableRow key={index}>
                       <TableCell>
                         <Text>{value.field_name}</Text>
diff --git a/ui/litellm-dashboard/src/components/key_value_input.tsx b/ui/litellm-dashboard/src/components/key_value_input.tsx
new file mode 100644
index 00000000000..90f58eede63
--- /dev/null
+++ b/ui/litellm-dashboard/src/components/key_value_input.tsx
@@ -0,0 +1,56 @@
+import React, { useState } from 'react';
+import { Form, Input, Button, Space } from 'antd';
+import { MinusCircleOutlined, PlusOutlined } from '@ant-design/icons';
+import { TextInput, Grid, Col } from "@tremor/react";
+import { TrashIcon } from "@heroicons/react/outline";
+
+interface KeyValueInputProps {
+  value?: Record<string, string>;
+  onChange?: (value: Record<string, string>) => void;
+}
+
+const KeyValueInput: React.FC<KeyValueInputProps> = ({ value = {}, onChange }) => {
+  const [pairs, setPairs] = useState<[string, string][]>(Object.entries(value));
+
+  const handleAdd = () => {
+    setPairs([...pairs, ['', '']]);
+  };
+
+  const handleRemove = (index: number) => {
+    const newPairs = pairs.filter((_, i) => i !== index);
+    setPairs(newPairs);
+    onChange?.(Object.fromEntries(newPairs));
+  };
+
+  const handleChange = (index: number, key: string, val: string) => {
+    const newPairs = [...pairs];
+    newPairs[index] = [key, val];
+    setPairs(newPairs);
+    onChange?.(Object.fromEntries(newPairs));
+  };
+
+  return (
+    <div>
+      {pairs.map(([key, val], index) => (
+        <Space key={index} style={{ display: 'flex', marginBottom: 8 }} align="start">
+          <TextInput
+            placeholder="Header Name"
+            value={key}
+            onChange={(e) => handleChange(index, e.target.value, val)}
+          />
+          <TextInput
+            placeholder="Header Value"
+            value={val}
+            onChange={(e) => handleChange(index, key, e.target.value)}
+          />
+          <MinusCircleOutlined onClick={() => handleRemove(index)} />
+        </Space>
+      ))}
+      <Button type="dashed" onClick={handleAdd} icon={<PlusOutlined />}>
+        Add Header
+      </Button>
+    </div>
+  );
+};
+
+export default KeyValueInput;
diff --git a/ui/litellm-dashboard/src/components/leftnav.tsx b/ui/litellm-dashboard/src/components/leftnav.tsx
index b33dda982e2..c8f5745ed49 100644
--- a/ui/litellm-dashboard/src/components/leftnav.tsx
+++ b/ui/litellm-dashboard/src/components/leftnav.tsx
@@ -102,15 +102,21 @@ const Sidebar: React.FC<SidebarProps> = ({
               <Text>Router Settings</Text>
             </Menu.Item>
           ) : null}
+          
           {userRole == "Admin" ? (
-            <Menu.Item key="12" onClick={() => setPage("admin-panel")}>
+            <Menu.Item key="12" onClick={() => setPage("pass-through-settings")}>
+              <Text>Pass-Through</Text>
+            </Menu.Item>
+          ) : null}
+          {userRole == "Admin" ? (
+            <Menu.Item key="13" onClick={() => setPage("admin-panel")}>
               <Text>Admin Settings</Text>
             </Menu.Item>
           ) : null}
-          <Menu.Item key="13" onClick={() => setPage("api_ref")}>
+          <Menu.Item key="14" onClick={() => setPage("api_ref")}>
             <Text>API Reference</Text>
           </Menu.Item>
-          <Menu.Item key="15" onClick={() => setPage("model-hub")}>
+          <Menu.Item key="16" onClick={() => setPage("model-hub")}>
             <Text>Model Hub</Text>
           </Menu.Item>
         </Menu>
diff --git a/ui/litellm-dashboard/src/components/networking.tsx b/ui/litellm-dashboard/src/components/networking.tsx
index 263616c9174..f5507647898 100644
--- a/ui/litellm-dashboard/src/components/networking.tsx
+++ b/ui/litellm-dashboard/src/components/networking.tsx
@@ -2388,6 +2388,38 @@ export const getGeneralSettingsCall = async (accessToken: String) => {
   }
 };
 
+
+export const getPassThroughEndpointsCall = async (accessToken: String) => {
+  try {
+    let url = proxyBaseUrl
+      ? `${proxyBaseUrl}/config/pass_through_endpoint`
+      : `/config/pass_through_endpoint`;
+
+    //message.info("Requesting model data");
+    const response = await fetch(url, {
+      method: "GET",
+      headers: {
+        [globalLitellmHeaderName]: `Bearer ${accessToken}`,
+        "Content-Type": "application/json",
+      },
+    });
+
+    if (!response.ok) {
+      const errorData = await response.text();
+      handleError(errorData);
+      throw new Error("Network response was not ok");
+    }
+
+    const data = await response.json();
+    //message.info("Received model data");
+    return data;
+    // Handle success - you might want to update some state or UI based on the created key
+  } catch (error) {
+    console.error("Failed to get callbacks:", error);
+    throw error;
+  }
+};
+
 export const getConfigFieldSetting = async (
   accessToken: String,
   fieldName: string
@@ -2420,6 +2452,85 @@ export const getConfigFieldSetting = async (
   }
 };
 
+export const updatePassThroughFieldSetting = async (
+  accessToken: String,
+  fieldName: string,
+  fieldValue: any
+) => {
+  try {
+    let url = proxyBaseUrl
+      ? `${proxyBaseUrl}/config/pass_through_endpoint`
+      : `/config/pass_through_endpoint`;
+
+    let formData = {
+      field_name: fieldName,
+      field_value: fieldValue,
+    };
+    //message.info("Requesting model data");
+    const response = await fetch(url, {
+      method: "POST",
+      headers: {
+        [globalLitellmHeaderName]: `Bearer ${accessToken}`,
+        "Content-Type": "application/json",
+      },
+      body: JSON.stringify(formData),
+    });
+
+    if (!response.ok) {
+      const errorData = await response.text();
+      handleError(errorData);
+      throw new Error("Network response was not ok");
+    }
+
+    const data = await response.json();
+    //message.info("Received model data");
+    message.success("Successfully updated value!");
+    return data;
+    // Handle success - you might want to update some state or UI based on the created key
+  } catch (error) {
+    console.error("Failed to set callbacks:", error);
+    throw error;
+  }
+};
+
+export const createPassThroughEndpoint = async (
+  accessToken: String,
+  formValues: Record<string, any>
+) => {
+  /**
+   * Set callbacks on proxy
+   */
+  try {
+    let url = proxyBaseUrl ? `${proxyBaseUrl}/config/pass_through_endpoint` : `/config/pass_through_endpoint`;
+
+    //message.info("Requesting model data");
+    const response = await fetch(url, {
+      method: "POST",
+      headers: {
+        [globalLitellmHeaderName]: `Bearer ${accessToken}`,
+        "Content-Type": "application/json",
+      },
+      body: JSON.stringify({
+        ...formValues, // Include formValues in the request body
+      }),
+    });
+
+    if (!response.ok) {
+      const errorData = await response.text();
+      handleError(errorData);
+      throw new Error("Network response was not ok");
+    }
+
+    const data = await response.json();
+    //message.info("Received model data");
+    return data;
+    // Handle success - you might want to update some state or UI based on the created key
+  } catch (error) {
+    console.error("Failed to set callbacks:", error);
+    throw error;
+  }
+};
+
 export const updateConfigFieldSetting = async (
   accessToken: String,
   fieldName: string,
@@ -2500,6 +2611,38 @@ export const deleteConfigFieldSetting = async (
     throw error;
   }
 };
+
+export const deletePassThroughEndpointsCall = async (accessToken: String, endpointId: string) => {
+  try {
+    let url = proxyBaseUrl
+      ? `${proxyBaseUrl}/config/pass_through_endpoint?endpoint_id=${endpointId}`
+      : `/config/pass_through_endpoint${endpointId}`;
+
+    //message.info("Requesting model data");
+    const response = await fetch(url, {
+      method: "DELETE",
+      headers: {
+        [globalLitellmHeaderName]: `Bearer ${accessToken}`,
+        "Content-Type": "application/json",
+      },
+    });
+
+    if (!response.ok) {
+      const errorData = await response.text();
+      handleError(errorData);
+      throw new Error("Network response was not ok");
+    }
+
+    const data = await response.json();
+    //message.info("Received model data");
+    return data;
+    // Handle success - you might want to update some state or UI based on the created key
+  } catch (error) {
+    console.error("Failed to get callbacks:", error);
+    throw error;
+  }
+};
+
 export const setCallbacksCall = async (
   accessToken: String,
   formValues: Record<string, any>
diff --git a/ui/litellm-dashboard/src/components/pass_through_settings.tsx b/ui/litellm-dashboard/src/components/pass_through_settings.tsx
new file mode 100644
index 00000000000..c979076a2a4
--- /dev/null
+++ b/ui/litellm-dashboard/src/components/pass_through_settings.tsx
@@ -0,0 +1,196 @@
+import React, { useState, useEffect } from "react";
+import {
+  Card,
+  Title,
+  Subtitle,
+  Table,
+  TableHead,
+  TableRow,
+  Badge,
+  TableHeaderCell,
+  TableCell,
+  TableBody,
+  Metric,
+  Text,
+  Grid,
+  Button,
+  TextInput,
+  Select as Select2,
+  SelectItem,
+  Col,
+  Accordion,
+  AccordionBody,
+  AccordionHeader,
+  AccordionList,
+} from "@tremor/react";
+import {
+  TabPanel,
+  TabPanels,
+  TabGroup,
+  TabList,
+  Tab,
+  Icon,
+} from "@tremor/react";
+import {
+  getCallbacksCall,
+  setCallbacksCall,
+  getGeneralSettingsCall,
+  deletePassThroughEndpointsCall,
+  getPassThroughEndpointsCall,
+  serviceHealthCheck,
+  updateConfigFieldSetting,
+  deleteConfigFieldSetting,
+} from "./networking";
+import {
+  Modal,
+  Form,
+  Input,
+  Select,
+  Button as Button2,
+  message,
+  InputNumber,
+} from "antd";
+import {
+  InformationCircleIcon,
+  PencilAltIcon,
+  PencilIcon,
+  StatusOnlineIcon,
+  TrashIcon,
+  RefreshIcon,
+  CheckCircleIcon,
+  XCircleIcon,
+  QuestionMarkCircleIcon,
+} from "@heroicons/react/outline";
+import StaticGenerationSearchParamsBailoutProvider from "next/dist/client/components/static-generation-searchparams-bailout-provider";
+import AddFallbacks from "./add_fallbacks";
+import AddPassThroughEndpoint from "./add_pass_through";
+import openai from "openai";
+import Paragraph from "antd/es/skeleton/Paragraph";
+interface GeneralSettingsPageProps {
+  accessToken: string | null;
+  userRole: string | null;
+  userID: string | null;
+  modelData: any;
+}
+
+
+interface routingStrategyArgs {
+  ttl?: number;
+  lowest_latency_buffer?: number;
+}
+
+interface nestedFieldItem {
+  field_name: string;
+  field_type: string; 
+  field_value: any; 
+  field_description: string; 
+  stored_in_db: boolean | null;
+}
+
+export interface passThroughItem {
+  path: string
+  target: string
+  headers: object
+}
+
+
+
+
+const PassThroughSettings: React.FC<GeneralSettingsPageProps> = ({
+  accessToken,
+  userRole,
+  userID,
+  modelData,
+}) => {
+  const [generalSettings, setGeneralSettings] = useState<passThroughItem[]>(
+    []
+  );
+  useEffect(() => {
+    if (!accessToken || !userRole || !userID) {
+      return;
+    }
+    getPassThroughEndpointsCall(accessToken).then((data) => {
+      let general_settings = data["endpoints"];
+      setGeneralSettings(general_settings);
+    });
+  }, [accessToken, userRole, userID]);
+
+
+  const handleResetField = (fieldName: string, idx: number) => {
+    if (!accessToken) {
+      return;
+    }
+
+    try {
+      deletePassThroughEndpointsCall(accessToken, fieldName);
+      // update value in state
+
+      const updatedSettings = generalSettings.filter((setting) => setting.path !== fieldName);
+      setGeneralSettings(updatedSettings);
+
+      message.success("Endpoint deleted successfully.");
+
+    } catch (error) {
+      // do something
+    }
+  };
+
+
+  if (!accessToken) {
+    return null;
+  }
+
+
+
+  return (
+    <div className="w-full mx-4">
+      <TabGroup className="gap-2 p-8 h-[75vh] w-full mt-2">
+        <Card>
+          <Table>
+            <TableHead>
+              <TableRow>
+                <TableHeaderCell>Path</TableHeaderCell>
+                <TableHeaderCell>Target</TableHeaderCell>
+                <TableHeaderCell>Headers</TableHeaderCell>
+                <TableHeaderCell>Action</TableHeaderCell>
+              </TableRow>
+            </TableHead>
+            <TableBody>
+            {generalSettings.map((value, index) => (
+                    <TableRow key={index}>
+                      <TableCell>
+                        <Text>{value.path}</Text>
+                      </TableCell>
+                      <TableCell>
+                        {
+                          value.target
+                        }
+                      </TableCell>
+                      <TableCell>
+                        {
+                          JSON.stringify(value.headers)
+                        }
+                      </TableCell>
+                      <TableCell>
+                        <Icon
+                          icon={TrashIcon}
+                          color="red"
+                          onClick={() =>
+                            handleResetField(value.path, index)
+                          }
+                        >
+                          Reset
+                        </Icon>
+                      </TableCell>
+                    </TableRow>
+                  ))}
+            </TableBody>
+          </Table>
+          <AddPassThroughEndpoint accessToken={accessToken} setPassThroughItems={setGeneralSettings} passThroughItems={generalSettings}/>
+        </Card>
+      </TabGroup>
+    </div>
+  );
+};
+
+export default PassThroughSettings;