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Releases: souvikmajumder26/Multi-Agent-Medical-Assistant

v1.2 - Integrated Chest X-ray and Skin Lesion CV models

17 Mar 20:43
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  • Successfully working overall architecture of Automated Agent Routing with LangGraph.
  • Successfully working Conversation Agent fine-tuned for medical domain.
  • Successfully working RAG agent.
  • Successfully working Web Search agent.
  • Successfully working routing from RAG to Web Search based on Retrieval Confidence score (if low).
  • Successfully working routing to appropriate Medical Computer Vision agent based on Classification of uploaded image (brain MRI / chest X-ray / skin lesion).
  • Successfully storing conversation history till specified length.
  • Successfully working backend and frontend.
  • Added ingest_rag_data.py to manually ingest new data for information retrieval.
  • Currently document parsing implemented with PyPDF2, later will provide option of unstructured.io as well (needs tesseract and poppler installation at system level).
  • Successfully working Medical Computer Vision model agents - Chest X-ray Covid-19 classification, and Skin Lesion Segmentation.

What's Changed

New Contributors

Full Changelog: https://github.com/souvikmajumder26/Multi-Agent-Medical-Assistant/commits/v1.0

What's Changed

Full Changelog: v1.0...v1.1

What's Changed

Full Changelog: v1.1...v1.2