https://github.com/modelscope/sirchmunk-web
The source code for: https://modelscope.github.io/sirchmunk-web/
https://github.com/modelscope/sirchmunk-web
Last synced: 27 days ago
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The source code for: https://modelscope.github.io/sirchmunk-web/
- Host: GitHub
- URL: https://github.com/modelscope/sirchmunk-web
- Owner: modelscope
- License: apache-2.0
- Created: 2026-02-11T11:11:46.000Z (3 months ago)
- Default Branch: main
- Last Pushed: 2026-03-20T13:01:56.000Z (about 2 months ago)
- Last Synced: 2026-03-21T04:54:25.871Z (about 2 months ago)
- Language: HTML
- Homepage:
- Size: 83.9 MB
- Stars: 10
- Watchers: 0
- Forks: 2
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- Funding: .github/FUNDING.yml
- License: LICENSE
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README
# Sirchmunk
**Raw Data to Self-Evolving Intelligence**
Sirchmunk is an open-source, embedding-free, agentic search engine that transforms raw data into self-evolving intelligence in real time.
## Key Features
- **Embedding-Free Retrieval** — No vector database, no pre-indexing, no ETL pipeline. Drop your files and search immediately.
- **Self-Evolving Knowledge** — Knowledge clusters compound with every search, delivering faster and richer results over time.
- **Monte Carlo Evidence Sampling** — Extract precise evidence from large documents without reading them in full.
- **ReAct Agent Fallback** — An autonomous agent iteratively explores alternative strategies when standard retrieval falls short.
- **Multi-Surface Integration** — MCP, REST API, WebSocket, CLI, and Web UI — all built in.
- **Token-Efficient Design** — LLM inference only when necessary. Monte Carlo sampling and knowledge reuse minimize costs.
## Links
- **Source Code**: [github.com/modelscope/sirchmunk](https://github.com/modelscope/sirchmunk)
- **Documentation**: [modelscope.github.io/sirchmunk-web/docs/](https://modelscope.github.io/sirchmunk-web/docs/)
- **Blog & Technical Report**: [modelscope.github.io/sirchmunk-web/blog/](https://modelscope.github.io/sirchmunk-web/blog/)
- **Releases**: [github.com/modelscope/sirchmunk/releases](https://github.com/modelscope/sirchmunk/releases)
## License
Apache License 2.0