# Knowledge Pipeline

> Queries an AstraDB vector store of cardiology textbooks and guidelines (vector and BM25 search with

Queries an AstraDB vector store of cardiology textbooks and guidelines (vector and BM25 search with Cohere reranking) and the NCBI PubMed E-utilities API, then synthesizes a cited knowledge brief with GPT-4o-mini. Use when writing content that needs evidence-based claims, statistics, study citations, guideline references, or recent trial results.

- Page: https://ss33.ai/skills/drshailesh88/knowledge-pipeline-37663661352
- Publisher: drshailesh88
- Category: [Data & Analytics](https://ss33.ai/skills/category/data-and-analytics-m1r3i9) › [Misc](https://ss33.ai/skills/category/data-and-analytics-m1r3i9/misc-500i0v)
- Source: https://github.com/drshailesh88/integrated_content_os/blob/9e61937ad216229860bd632df76874ada53cea69/skills/cardiology/knowledge-pipeline/SKILL.md

## Skill

This skill's licence does not allow redistribution, so the store does not serve its text. Get it from the author: https://github.com/drshailesh88/integrated_content_os/blob/9e61937ad216229860bd632df76874ada53cea69/skills/cardiology/knowledge-pipeline/SKILL.md