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AI Precision Medicine & Drug Discovery Platform

Welcome to the central coordination hub for our LLM Zoomcamp team project.

Our vision is to collaboratively build a collection of AI assistants that together represent a simplified Precision Medicine and Drug Discovery platform. While each assistant is an independent LLM Zoomcamp project, they all connect to form a broader healthcare data ecosystem.


Platform Vision

We are building specialized AI RAG assistants that map to the standard precision medicine workflow:

PatientDiseaseGene/VariantBiomarkerTargetDrugClinical TrialFHIR/mCODE

No single AI can answer all questions accurately. Our multi-assistant architecture ensures high domain accuracy, prevents hallucination, and allows independent scaling.


Organization Map

This GitHub Organization contains three types of repositories:

1. The Hub (You are here)

  • team-hub: The central brain. Contains our architecture diagrams, team roadmap, datasets registry, and meeting notes.

2. The Platform Infrastructure

  • biomedical-rag-template: The foundational template. Contains our standardized Docker setups, CI/CD pipelines, ChromaDB implementations, and Streamlit UI code. All individual projects must be instantiated from this template.

3. Individual AI Assistants (Zoomcamp Submissions)

Each team member owns one of the following independent repositories:

  • disease-reconciliation-assistant
  • variant-interpretation-assistant
  • biomarker-assistant
  • biomedical-literature-assistant
  • target-discovery-assistant
  • drug-repurposing-assistant
  • clinical-trial-matching-assistant
  • fhir-assistant

Team & Assignments

Team Member Domain / Assistant Primary Data Sources

Getting Started for Contributors

Step 1: Request access to this GitHub Organization. Step 2: Navigate to the biomedical-rag-template repository. Step 3: Click the green "Use this template" button to create your project repository within this organization. Step 4: Check the Project Kanban Board to pick up your first tasks for the current Zoomcamp week. Step 5: Read the Data Ingestion Guide before downloading large datasets locally.


Shared Resources & Links

  • Shared Datasets: team-hub/datasets_registry/
  • Meeting Notes: team-hub/docs/meeting_notes/
  • LLM Zoomcamp: DataTalks.club Course Page

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