Expert insights on generative AI, LLM engineering, AI agents, and data analytics from the TUTAI team.
Technical guide to the Model Context Protocol: architecture, server primitives, LangChain integration, and building MCP servers for data pipelines.
Multimodal AI overview covering vision-language models, image and audio understanding, cross-modal RAG pipelines, and practical use cases for data teams.
RAG architecture explained: retrieval pipeline, embedding models, chunking strategies, vector databases, GraphRAG, and a LangChain implementation.
