CRAB-Contextual-Retrieval-and-Analysis-Bot.CRAB (Contextual Retrieval and Analysis Bot) is an AI-powered chatbot using Retrieval-Augmented Generation. It features state machine-driven conversation, file system operations, and flexible search modes. CRAB integrates ChromaDB for efficient retrieval and LangSmith for monitoring, offering intelligent responses and analysis.