ai-ml-development-tools

A standardized protocol for connecting AI systems to external data sources, tools, and services through secure client-server architecture.

A complete artificial intelligence stack combining OpenAI's language models with LangChain's orchestration framework and ChromaDB's vector database to build retrieval-augmented generation systems that answer questions using custom knowledge bases.