Insight Platform is a modular agent-driven system for automated AI insight generation, combining LangGraph agents, structured protocols (MCP, A2A, ACP), and local LLMs via Ollama, with Streamlit UI and file-based storage.

A protocol-driven RAG system that decouples LLM reasoning from tool execution using MCP, enabling scalable document intelligence with ChromaDB and OpenAI. Implements an MCP client–server architecture with explicit message orchestration, structured tool execution, and stateful multi-turn memory for document-grounded LLM applications