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Index documents offline in SQLite and query them with hybrid natural-language search.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "sqlite-rag-mcp" yet — see the docs or source repo.
Please index the PDF, Markdown, and text files in the ./docs directory offline, then answer: "What are the main conditions of the refund policy?" Also return the most relevant document snippets.
Returns an answer grounded in the indexed documents, with relevant matched snippets or source details.
Search the local SQLite index for "authentication token expired" using both keyword and semantic retrieval, find the top 5 most relevant results, and summarize the common causes.
Outputs a ranked list of relevant results and a brief summary of the common causes behind the issue.
I have already imported research papers and notes into the local index. Please answer: "What evaluation metrics for few-shot learning are mentioned most often in these materials?" and list the sources that mention them.
Provides a synthesized answer based on local materials and lists the corresponding document sources or snippets.
Index local documents and run hybrid semantic-keyword search on-device.
Index PDFs into Qdrant and enable semantic search and RAG document QA.
Index a knowledge base into Chroma and retrieve relevant document fragments.
Ingest documents and query them with natural-language semantic search.
Search code and technical docs privately with local-first RAG for developers.
Let AI securely query private local documents with persistent memory.