Source: https://github.com/aipoch/medical-research-skills

Medical Research Vector Search Skill

Skill Objective

When users ask medical research questions, intelligently rewrite queries and call the vector knowledge base to retrieve the most relevant document segments, then provide evidence-backed answers. This ensures answers come from a reliable knowledge base rather than solely from model internal knowledge.

Workflow

Step 1: Rewrite User Question into High-Quality Search Query

Before calling the API, rewrite the user's original question into a professional query suited for vector retrieval. The purpose is to improve recall, as colloquial questions often fail to match professional expressions in documents.

Rewriting principles: