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time series analytics for vLLM
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build(deps): update uvicorn requirement from ~=0.30.6 to ~=0.32.1 
Updates the requirements on [uvicorn](https://github.com/encode/uvicorn) to permit the latest version.
- [Release notes](https://github.com/encode/uvicorn/releases)
- [Changelog](https://github.com/encode/uvicorn/blob/master/CHANGELOG.md)
- [Commits](https://github.com/encode/uvicorn/compare/0.30.6...0.32.1)

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updated-dependencies:
- dependency-name: uvicorn
  dependency-type: direct:production
...

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models.json.example feat(models): load models from JSON configuration 2024-09-21 16:45:48 -07:00
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README.md

vAnalytics - time series analytics for vLLM

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Code Style: Black Issues PRs Welcome

vAnalytics provides a web interface to help easily monitor vLLM instance metrics. It allows users to easily monitor multiple vLLM instances, as well as being easy to setup and configure.

Features

  • Specify vLLM backends easily using name and host configuration
  • Uses SQLite for easy database management
  • Intuitive and includes error handling
  • Flexible schemas and data plotting using Plotly

Usage

Configure your instances in monitor.py, then use python src/monitor.py. This will start monitoring in a /data folder, where it will store SQLite databases with your model name.

To start the web interface, execute python src/graph.py. The web interface is avaliable at localhost:4412.