docs using gcs

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Ishaan Jaff 2024-08-01 15:23:17 -07:00
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import Image from '@theme/IdealImage';
# 🪣 Google Cloud Storage Buckets - Logging LLM Input/Output
Log LLM Logs to [Google Cloud Storage Buckets](https://cloud.google.com/storage?hl=en)
:::info
✨ This is an Enterprise only feature [Get Started with Enterprise here](https://calendly.com/d/4mp-gd3-k5k/litellm-1-1-onboarding-chat)
:::
### Usage
1. Add to Config.yaml
```yaml
model_list:
- litellm_params:
api_base: https://openai-function-calling-workers.tasslexyz.workers.dev/
api_key: my-fake-key
model: openai/my-fake-model
model_name: fake-openai-endpoint
litellm_settings:
callbacks: ["gcs_bucket"] # 👈 KEY CHANGE # 👈 KEY CHANGE
```
2. Set required env variables
```shell
GCS_BUCKET_NAME = "<your-gcs-bucket-name>"
GCS_PATH_SERVICE_ACCOUNT="/Users/ishaanjaffer/Downloads/adroit-crow-413218-a956eef1a2a8.json" # Add path to service account.json
```
3. Start Proxy
```
litellm --config /path/to/config.yaml
```
4. Test it!
```bash
curl --location 'http://0.0.0.0:4000/chat/completions' \
--header 'Content-Type: application/json' \
--data ' {
"model": "fake-openai-endpoint",
"messages": [
{
"role": "user",
"content": "what llm are you"
}
],
}
'
```
## Expected Logs on GCS Buckets
<Image img={require('../../img/gcs_bucket.png')} />
### Fields Logged on GCS Buckets
Example payload of a `/chat/completion` request logged on GCS
```json
{
"request_id": "chatcmpl-3946ddc2-bcfe-43f6-9b8e-2427951de85c",
"call_type": "acompletion",
"api_key": "",
"cache_hit": "None",
"startTime": "2024-08-01T14:27:12.563246",
"endTime": "2024-08-01T14:27:12.572709",
"completionStartTime": "2024-08-01T14:27:12.572709",
"model": "gpt-3.5-turbo",
"user": "",
"team_id": "",
"metadata": "{}",
"cache_key": "Cache OFF",
"spend": 0.000054999999999999995,
"total_tokens": 30,
"prompt_tokens": 10,
"completion_tokens": 20,
"request_tags": "[]",
"end_user": "ishaan-2",
"api_base": "",
"model_group": "",
"model_id": "",
"requester_ip_address": null,
"output": [
"{\"finish_reason\":\"stop\",\"index\":0,\"message\":{\"content\":\"Hi!\",\"role\":\"assistant\",\"tool_calls\":null,\"function_call\":null}}"
]
}
```
## 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

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@ -203,6 +203,7 @@ const sidebars = {
items: [
"observability/langfuse_integration",
"observability/logfire_integration",
"observability/gcs_bucket_integration",
"observability/langsmith_integration",
"observability/arize_integration",
"debugging/local_debugging",