Application Area

Experience

The strongest available content is the Medicare Chat Assistant plus GitHub profile material on RAG, chunking, context-window optimization, reranking, embeddings, and smaller open-source LLMs.

Relevant Methods

  • Retrieval-Augmented Generation
  • Chunking and context-window optimization
  • Embeddings and semantic similarity
  • Grounding and source fidelity
  • Lightweight local LLM experimentation

Proof Points

Related projects and case-study candidates.