
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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