📄️ Agent Builder
A flexible framework for building and deploying LLM agents with various capabilities using LangChain and LangGraph.
📄️ Data Loader
The maap-data-loader project is designed to streamline data ingestion and processing for the MongoDB Atlas Application Partner (MAAP) program. This tool provides a robust mechanism to load, transform, and manage data efficiently, ensuring seamless integration with MongoDB Atlas. It supports both structured and unstructured data processing, with built-in support for document processing, embeddings generation, and integration with various AI services.
📄️ MCP Server
Memory-MCP is a MongoDB-based Model Context Protocol (MCP) server that provides intelligent memory management, semantic caching, and hybrid search capabilities for AI applications. The system integrates with AWS Bedrock for embedding generation, MongoDB for data storage, and Tavily for web search functionality.