alexander-zuev/kollektiv-rag
The open source chat powered by LLMs with RAG. Kollektiv makes it easy to sync your custom data sources and get accurate, contextual replies.
ArchivedCombines FireCrawl web scraping with ChromaDB vector storage and multi-query expansion to build searchable knowledge bases from documentation sites. Uses OpenAI embeddings for semantic search, Cohere re-ranking to improve result relevancy, and Claude 3.5 Sonnet for response generation, all exposed through a FastAPI backend with Chainlit chat UI. Targets library and framework documentation with dynamic system prompts that auto-summarize embedded docs to reduce hallucinations.
No commits in the last 6 months.
Stars
88
Forks
5
Language
Python
License
Apache-2.0
Category
Last pushed
Feb 28, 2025
Commits (30d)
0
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