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+import Tabs from '@theme/Tabs';
+import TabItem from '@theme/TabItem';
+
+# Sumo Logic
+
+Send LiteLLM logs to Sumo Logic for observability, monitoring, and analysis.
+
+Sumo Logic is a cloud-native machine data analytics platform that provides real-time insights into your applications and infrastructure.
+https://www.sumologic.com/
+
+:::info
+We want to learn how we can make the callbacks better! Meet the LiteLLM [founders](https://calendly.com/d/4mp-gd3-k5k/berriai-1-1-onboarding-litellm-hosted-version) or
+join our [discord](https://discord.gg/wuPM9dRgDw)
+:::
+
+## Pre-Requisites
+
+1. Create a Sumo Logic account at https://www.sumologic.com/
+2. Set up an HTTP Logs and Metrics Source in Sumo Logic:
+   - Go to **Manage Data** > **Collection** > **Collection**
+   - Click **Add Source** next to a Hosted Collector
+   - Select **HTTP Logs & Metrics**
+   - Copy the generated URL (it contains the authentication token)
+
+For more details, see the [HTTP Logs & Metrics Source](https://www.sumologic.com/help/docs/send-data/hosted-collectors/http-source/logs-metrics/) documentation.
+
+```shell
+pip install litellm
+```
+
+## Quick Start
+
+Use just 2 lines of code to instantly log your LLM responses to Sumo Logic.
+
+The Sumo Logic HTTP Source URL includes the authentication token, so no separate API key is required.
+
+<Tabs>
+<TabItem value="python" label="SDK">
+
+```python
+litellm.callbacks = ["sumologic"]
+```
+
+```python
+import litellm
+import os
+
+# Sumo Logic HTTP Source URL (includes auth token)
+os.environ["SUMOLOGIC_WEBHOOK_URL"] = "https://collectors.sumologic.com/receiver/v1/http/your-token-here"
+
+# LLM API Keys
+os.environ['OPENAI_API_KEY'] = ""
+
+# Set sumologic as a callback
+litellm.callbacks = ["sumologic"]
+
+# OpenAI call
+response = litellm.completion(
+  model="gpt-3.5-turbo",
+  messages=[
+    {"role": "user", "content": "Hi 👋 - I'm testing Sumo Logic integration"}
+  ]
+)
+```
+
+</TabItem>
+<TabItem value="proxy" label="LiteLLM Proxy">
+
+1. Setup config.yaml
+
+```yaml
+model_list:
+  - model_name: gpt-3.5-turbo
+    litellm_params:
+      model: openai/gpt-3.5-turbo
+      api_key: os.environ/OPENAI_API_KEY
+
+litellm_settings:
+  callbacks: ["sumologic"]
+
+environment_variables:
+  SUMOLOGIC_WEBHOOK_URL: os.environ/SUMOLOGIC_WEBHOOK_URL
+```
+
+2. Start LiteLLM Proxy
+
+```bash
+litellm --config /path/to/config.yaml
+```
+
+3. Test it!
+
+```bash
+curl -L -X POST 'http://0.0.0.0:4000/chat/completions' \
+-H 'Content-Type: application/json' \
+-H 'Authorization: Bearer sk-1234' \
+-d '{
+  "model": "gpt-3.5-turbo",
+  "messages": [
+    {
+      "role": "user",
+      "content": "Hey, how are you?"
+    }
+  ]
+}'
+```
+
+</TabItem>
+</Tabs>
+
+## What Data is Logged?
+
+LiteLLM sends the [Standard Logging Payload](https://docs.litellm.ai/docs/proxy/logging_spec) to Sumo Logic, which includes:
+
+- **Request details**: Model, messages, parameters
+- **Response details**: Completion text, token usage, latency
+- **Metadata**: User ID, custom metadata, timestamps
+- **Cost tracking**: Response cost based on token usage
+
+Example payload:
+
+```json
+{
+  "id": "chatcmpl-123",
+  "call_type": "litellm.completion",
+  "model": "gpt-3.5-turbo",
+  "messages": [
+    {"role": "user", "content": "Hello"}
+  ],
+  "response": {
+    "choices": [{
+      "message": {
+        "role": "assistant",
+        "content": "Hi there!"
+      }
+    }]
+  },
+  "usage": {
+    "prompt_tokens": 10,
+    "completion_tokens": 5,
+    "total_tokens": 15
+  },
+  "response_cost": 0.0001,
+  "start_time": "2024-01-01T00:00:00",
+  "end_time": "2024-01-01T00:00:01"
+}
+```
+
+## Advanced Configuration
+
+### Batching Settings
+
+Control how LiteLLM batches logs before sending to Sumo Logic:
+
+<Tabs>
+<TabItem value="python" label="SDK">
+
+```python
+import litellm
+
+os.environ["SUMOLOGIC_WEBHOOK_URL"] = "https://collectors.sumologic.com/receiver/v1/http/your-token"
+
+litellm.callbacks = ["sumologic"]
+
+# Configure batch settings (optional)
+# These are inherited from CustomBatchLogger
+# Default batch_size: 100
+# Default flush_interval: 60 seconds
+```
+
+</TabItem>
+<TabItem value="proxy" label="LiteLLM Proxy">
+
+```yaml
+litellm_settings:
+  callbacks: ["sumologic"]
+
+environment_variables:
+  SUMOLOGIC_WEBHOOK_URL: os.environ/SUMOLOGIC_WEBHOOK_URL
+```
+
+</TabItem>
+</Tabs>
+
+### Compressed Data
+
+Sumo Logic supports compressed data (gzip or deflate). LiteLLM automatically handles compression when beneficial.
+
+Benefits:
+- Reduced network usage
+- Faster message delivery
+- Lower data transfer costs
+
+### Query Logs in Sumo Logic
+
+Once logs are flowing to Sumo Logic, you can query them using the Sumo Logic Query Language:
+
+```sql
+_sourceCategory=litellm
+| json "model", "response_cost", "usage.total_tokens" as model, cost, tokens
+| sum(cost) by model
+```
+
+Example queries:
+
+**Total cost by model:**
+```sql
+_sourceCategory=litellm
+| json "model", "response_cost" as model, cost
+| sum(cost) as total_cost by model
+| sort by total_cost desc
+```
+
+**Average response time:**
+```sql
+_sourceCategory=litellm
+| json "start_time", "end_time" as start, end
+| parse regex field=start "(?<start_ms>\d+)"
+| parse regex field=end "(?<end_ms>\d+)"
+| (end_ms - start_ms) as response_time_ms
+| avg(response_time_ms) as avg_response_time
+```
+
+**Requests per user:**
+```sql
+_sourceCategory=litellm
+| json "model_parameters.user" as user
+| count by user
+```
+
+## Authentication
+
+The Sumo Logic HTTP Source URL includes the authentication token, so you only need to set the `SUMOLOGIC_WEBHOOK_URL` environment variable.
+
+**Security Best Practices:**
+- Keep your HTTP Source URL private (it contains the auth token)
+- Store it in environment variables or secrets management
+- Regenerate the URL if it's compromised (in Sumo Logic UI)
+- Use separate HTTP Sources for different environments (dev, staging, prod)
+
+## Getting Your Sumo Logic URL
+
+1. Log in to [Sumo Logic](https://www.sumologic.com/)
+2. Go to **Manage Data** > **Collection** > **Collection**
+3. Click **Add Source** next to a Hosted Collector
+4. Select **HTTP Logs & Metrics**
+5. Configure the source:
+   - **Name**: LiteLLM Logs
+   - **Source Category**: litellm (optional, but helps with queries)
+6. Click **Save**
+7. Copy the displayed URL - it will look like:
+   ```
+   https://collectors.sumologic.com/receiver/v1/http/ZaVnC4dhaV39Tn37...
+   ```
+
+## Troubleshooting
+
+### Logs not appearing in Sumo Logic
+
+1. **Verify the URL**: Make sure `SUMOLOGIC_WEBHOOK_URL` is set correctly
+2. **Check the HTTP Source**: Ensure it's active in Sumo Logic UI
+3. **Wait for batching**: Logs are sent in batches, wait 60 seconds
+4. **Check for errors**: Enable debug logging in LiteLLM:
+   ```python
+   litellm.set_verbose = True
+   ```
+
+### URL Format
+
+The URL must be the complete HTTP Source URL from Sumo Logic:
+- ✅ Correct: `https://collectors.sumologic.com/receiver/v1/http/ZaVnC4dhaV39Tn37...`
+
+### No authentication errors
+
+If you get authentication errors, regenerate the HTTP Source URL in Sumo Logic:
+1. Go to your HTTP Source in Sumo Logic
+2. Click the settings icon
+3. Click **Show URL**
+4. Click **Regenerate URL**
+5. Update your `SUMOLOGIC_WEBHOOK_URL` environment variable
+
+## Support & Talk to Founders
+
+- [Schedule Demo 👋](https://calendly.com/d/4mp-gd3-k5k/berriai-1-1-onboarding-litellm-hosted-version)
+- [Community Discord 💭](https://discord.gg/wuPM9dRgDw)
+- Our numbers 📞 +1 (770) 8783-106 / ‭+1 (412) 618-6238‬
+- Our emails ✉️ ishaan@berri.ai / krrish@berri.ai