typeagent 0.4.0

Incremental message indexing and querying pipelines using Structured RAG

Python package 'typeagent'

This is an experimental prototype

Working toward a shared understanding of the MVP for structured RAG.

This is sample code

This is an in-progress project aiming at a Pythonic translation of TypeAgent KnowPro and a few related packages from TypeScript to Python.

Warning

This library will send its input to an LLM hosted by a third party. Don't use it to index confidential information.

Documentation

• Found in the docs directory
• Quick install: pip install typeagent
• Download the PyBay '25 PowerPoint slides
• Download the PyBay '25 slides as PDF
• Watch the PyBay '25 video

Trademarks

This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft trademarks or logos is subject to and must follow Microsoft's Trademark & Brand Guidelines. Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship. Any use of third-party trademarks or logos are subject to those third-party's policies.