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Medical Diagnosis Multi-Agent System
Healthcare AI

Medical Diagnosis Multi-Agent System

RAG-based diagnostic system with Llama2 13B using chain-of-thought prompting and validation techniques.

Project Overview

Built a medical diagnosis system using Llama2 13B with advanced validation techniques and chain-of-thought prompting.

Implemented a hybrid RAG (Retrieval-Augmented Generation) architecture with LlamaIndex for processing medical documents, pioneering RAG implementation in 2023.

Researched validation techniques for medical LLM applications, focusing on ensemble methods and confidence scoring.

Key Features

  • RAG architecture for medical document processing
  • Chain-of-thought prompting for improved reasoning
  • Ensemble validation methods for diagnostic accuracy
  • Confidence scoring for response reliability

Technologies Used

Llama2LlamaIndexRAGPyTorchMedical NLPEnsemble MethodsChain-of-Thought

Project Details

Client

Personal Project

Timeline

2023

Role

Research Engineer

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