Community

Support

Get help and connect with the Sirchmunk community. We welcome contributions, questions, and feedback.

Documentation

• View the Sirchmunk Documentation
• Read the Technical Deep Dive

Research Paper

• LENS Paper (arXiv:2608.16185) — LENS: In-Context Search via Latent Evidence Exploration over Dynamic Raw Documents — the research paper behind Sirchmunk’s core algorithm.

Source Code

• Sirchmunk on GitHub — Star the repo and follow development
• MCP Server Documentation

Bug Reports & Feature Requests

• Open an Issue — Report bugs or request new features
• Pull Requests — Contribute code, fixes, or documentation

Discussions

• Join the GitHub Discussions — Ask questions, share ideas, and connect with other users

News

Stay up-to-date with the latest Sirchmunk releases and features:

• Subscribe to the Sirchmunk Blog
• Watch the GitHub Repository for release notifications

ModelScope Ecosystem

Sirchmunk is part of the ModelScope open-source ecosystem, building AI infrastructure for the community.

Further Resources

• Model Context Protocol (MCP) — The protocol powering Sirchmunk’s AI-to-AI integration
• FastAPI Documentation — The framework behind Sirchmunk’s API layer
• DuckDB Documentation — The in-memory analytics engine used for knowledge storage