tiennm99/litellm
1
0
Fork 0
mirror of https://github.com/tiennm99/litellm.git synced 2026-07-09 07:06:51 +00:00
Code Issues Packages Projects Releases Wiki Activity

docs fix

Browse Source
This commit is contained in:
Ishaan Jaff
2025-08-02 16:47:44 -07:00
parent 06856b4d37
commit 2ee4e84406
1 changed files with 17 additions and 24 deletions
Download Patch File Download Diff File Expand all files Collapse all files
docs/my-website/docs/tutorials/cost_tracking_coding.md
+17 -24
View File
@@ -4,9 +4,9 @@ import Image from '@theme/IdealImage';
# Track Usage for Coding Tools
This tutorial shows how to track usage and costs for AI-powered coding tools like Claude Code, Roo Code, Gemini CLI, and OpenAI Codex through LiteLLM.
Track usage and costs for AI-powered coding tools like Claude Code, Roo Code, Gemini CLI, and OpenAI Codex through LiteLLM.
Track requests, total costs, and user engagement metrics for each coding tool via User-Agent headers.
Monitor requests, costs, and user engagement metrics for each coding tool using User-Agent headers.
<Image
img={require('../../img/agent_1.png')}
@@ -16,24 +16,24 @@ Track requests, total costs, and user engagement metrics for each coding tool vi
## Who This Is For
Central AI Platform teams providing developers access to coding tools through LiteLLM. Use this to monitor tool engagement and track individual user usage patterns.
Central AI Platform teams providing developers access to coding tools through LiteLLM. Monitor tool engagement and track individual user usage patterns.
## What LiteLLM Tracks
## What You Can Track
### Summary Metrics
- Cost per coding tool
- Successful requests and token usage per tool
### User Engagement Metrics
### User Engagement Metrics
- Daily, weekly, and monthly active users for each User-Agent
## Quick Start
### 1. Connect Your Coding Tool to LiteLLM
Configure your coding tool to send requests through LiteLLM proxy with appropriate User-Agent headers.
Configure your coding tool to send requests through the LiteLLM proxy with appropriate User-Agent headers.
Follow these instructions to connect your coding tool to LiteLLM:
**Setup guides:**
- [Use LiteLLM with Claude Code](../../docs/tutorials/claude_responses_api)
- [Use LiteLLM with Gemini CLI](../../docs/tutorials/litellm_gemini_cli)
- [Use LiteLLM with OpenAI Codex](../../docs/tutorials/openai_codex)
@@ -44,7 +44,7 @@ Ensure your coding tool includes identifying User-Agent headers in API requests.
### 3. Verify Tracking in LiteLLM Logs
Confirm that LiteLLM is properly tracking requests by checking logs for the expected User-Agent values.
Confirm LiteLLM is properly tracking requests by checking logs for the expected User-Agent values.
<Image
img={require('../../img/agent_2.png')}
@@ -57,42 +57,35 @@ Access the LiteLLM dashboard to view aggregated usage metrics and user engagemen
#### Summary Metrics
This shows the total cost and successful requests for each coding tool.
<br/>
View total cost and successful requests for each coding tool.
<Image
img={require('../../img/agent_3.png')}
style={{width: '100%', display: 'block', margin: '2rem auto'}}
/>
#### Daily, Weekly, and Monthly Active Users
#### DAU, WAU, MAU
This shows the daily, weekly, and monthly active users for each coding tool.
<br/>
View active user metrics for each coding tool.
<Image
img={require('../../img/agent_4.png')}
style={{width: '80%', display: 'block', margin: '2rem auto'}}
/>
## How LiteLLM Identifies Coding Tools
LiteLLM tracks coding tools by monitoring the `User-Agent` header in incoming API requests (`/chat/completions`, `/responses`, etc.). Each unique User-Agent is tracked separately for usage analytics.
### Example Request
Here's an example using `claude-cli` as the User-Agent:
Example using `claude-cli` as the User-Agent:
```shell
curl -X POST \
-H "Content-Type: application/json" \
-H "Authorization: Bearer sk-1234" \
-H "User-Agent: claude-cli/1.0" \
-d '{"model": "claude-3-5-sonnet-latest", "messages": [{"role": "user", "content": "Hello, how are you?"}]}' \
http://localhost:4000/chat/completions
-H "Content-Type: application/json" \
-H "Authorization: Bearer sk-1234" \
-H "User-Agent: claude-cli/1.0" \
-d '{"model": "claude-3-5-sonnet-latest", "messages": [{"role": "user", "content": "Hello, how are you?"}]}' \
http://localhost:4000/chat/completions
```