Vector-free local RAG with SQLite BM25, Jev reranking, and grounded LLM answers. No embeddings or vector database.

bm25 chinese-nlp fts5 jev knowledge-base llm local-first minimax openrouter python rag reranking retrieval-augmented-generation sqlite vector-free
3 Open Issues Need Help Last updated: Sep 26, 2026

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enhancement help wanted

Vector-free local RAG with SQLite BM25, Jev reranking, and grounded LLM answers. No embeddings or vector database.

Python
#bm25#chinese-nlp#fts5#jev#knowledge-base#llm#local-first#minimax#openrouter#python#rag#reranking#retrieval-augmented-generation#sqlite#vector-free
help wanted good first issue

Vector-free local RAG with SQLite BM25, Jev reranking, and grounded LLM answers. No embeddings or vector database.

Python
#bm25#chinese-nlp#fts5#jev#knowledge-base#llm#local-first#minimax#openrouter#python#rag#reranking#retrieval-augmented-generation#sqlite#vector-free
help wanted good first issue

Vector-free local RAG with SQLite BM25, Jev reranking, and grounded LLM answers. No embeddings or vector database.

Python
#bm25#chinese-nlp#fts5#jev#knowledge-base#llm#local-first#minimax#openrouter#python#rag#reranking#retrieval-augmented-generation#sqlite#vector-free