14 guidelines · 56 indexed passages

Answers about preventive care, with the receipts.

Ask about cancer screening, heart health or adult vaccines and get a short answer where every claim links back to the guideline it came from.

This deployment runs search-only. Generated answers need a local Ollama model.

Hybrid retrieval

Your question is matched against every guideline passage with full-text search and, when available, semantic vector search, then the results are fused.

Grounded, cited answers

A local LLM answers using only the retrieved passages. Every sentence cites its source, and invalid citations are dropped.

Check the source

Each citation opens the exact section it came from, with a link to the official recommendation.

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