Description
Feeding raw documents to AI via classic RAG means indexing, chunking and embedding, redone whenever data changes. Sirchmunk from ModelScope turns raw data into self-evolving intelligence in real time.
It uses agentic search, knowledge clustering and indexless retrieval with a self-evolving knowledge base, MCP, web UI and Docker.
Agentic search:Explores.
Indexless:No index build.
Clustering:Organized.
Self-evolving:Improves.
It uses agentic search, knowledge clustering and indexless retrieval with a self-evolving knowledge base, MCP, web UI and Docker.
Features
Agentic search:Explores.
Indexless:No index build.
Clustering:Organized.
Self-evolving:Improves.
