MedChatbot_1
♥Cherished
MedChatbot_1
Clauded With Love Rating
8.0 / 10
MedBot is a Malaysian medical chatbot that provides healthcare information in English, Malay, and Manglish using MOH Clinical Practice Guidelines and drug formulary data. It implements a sophisticated 7-technique RAG pipeline with multilingual support, intent classification, and hybrid search combining dense embeddings with BM25 retrieval.
Code Quality7.2
Usefulness8.5
Claude Usage7.8
Documentation8.3
Originality8.1
Highlights
- ✓Comprehensive multilingual support with automatic language detection and translation for Malaysian healthcare context
- ✓Advanced RAG pipeline combining dense vector search, BM25, cross-encoder reranking, and grounded vs knowledge mode switching based on confidence thresholds
- ✓Production-ready FastAPI implementation with proper async/await patterns, database integration, caching, streaming responses, and feedback collection
To Improve
- →Add comprehensive test coverage beyond basic functionality, including multilingual edge cases and RAG pipeline components
- →Implement proper logging, monitoring, and error tracking for production deployment, especially for the complex ML pipeline failures