Building an Agentic AI Insurance Operations Assistant with LangChain, MCP, Ollama, RAG, and FastAPI

Introduction AI applications are moving beyond simple question-and-answer chatbots. Modern AI systems can use tools, access external data, retrieve information from knowledge bases, and perform specif