6d • General discussion
Creating a Searchable Database with Exact Citations
I just built something that completely changes how we access clinical knowledge.
You know that frustration when you need exact language from a clinical guideline, but you're digging through 200-page PDFs?
I connected an AI agent in n8n directly to a Pinecone vector database containing uploaded clinical algorithms. Now I get precise citations and exact language from any document in seconds, not hours.
The best part? I recorded the entire build process from scratch.
In 18 minutes, you'll see exactly how to:
- Set up the n8n workflow with Pinecone integration
- Configure the vector store for clinical documents
- Build the agent that delivers exact citations
- Test it with real clinical algorithms
This isn't theory. I've been using this system daily at RocketTools for client work, and it's cut my research time by 80%.
The precision is incredible - it doesn't just give you "related content." It gives you the exact paragraph, page number, and context you need for compliance documentation.
Watch the full build here: https://vimeo.com/1120642938/d18fc27121?share=copy
Who else is building AI agents for healthcare workflows? What's your biggest challenge with clinical documentation?
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Creating a Searchable Database with Exact Citations
