Interactive showcase of production-ready Generative AI implementations. Features end-to-end AI applications built with LangChain, RAG systems, vector search, and advanced orchestration frameworks.
An intelligent AI-powered multi-agent system that empowers sales teams with instant insights, automated meeting preparation, pipeline analytics, and personalized recommendations to drive revenue growth.
ICD-10-CODE-Assistant is a production-ready Retrieval-Augmented Generation (RAG) system that intelligently searches through 73,947 ICD-10 medical codes to provide accurate billing code recommendations for clinical scenarios. Built with advanced hybrid retrieval combining BM25 keyword matching and semantic search using sentence transformers, the system employs Reciprocal Rank Fusion (RRF) to merge and rank results from both retrieval methods. This dual approach ensures that exact code lookups (e.g., I20.0) are handled with precision while natural language queries (e.g., patient with acute chest pain) leverage semantic understanding for contextually relevant results. Each search result includes explainability features that show why specific codes were ranked, providing transparency in the decision-making process.