Langchain mongodb agent github It includes integrations between MongoDB, Atlas, LangChain, and LangGraph. langchain-mongodb ; langgraph-checkpoint-mongodb ; Note: This repository replaces all MongoDB integrations currently present in the langchain-community package Aug 12, 2024 · This tutorial provides a step-by-step guide on building an AI research assistant agent that uses MongoDB as the memory provider, Fireworks AI for function calling, and LangChain for integrating and managing conversational components. Get the tools in the toolkit. How to combine large language models with the advanced retrieval strategies to unlock AI-powered app development using the Langhcain framework, Fireworks AI platform and MongoDB Atlas. Mar 3, 2025 · In this blog post, I will show you how to create a Non-SQL MongoDB agent using OpenAI and LangChain. I will use OpenAI’s GPT-4, which has powerful natural language processing capabilities, Return db context that you may want in agent prompt. The integration of Fireworks' Firefunction LLM introduces a groundbreaking function-calling model to the smart agent architecture. Overview The MongoDB Document Loader returns a list of Langchain Documents from a MongoDB database. . It contains the following packages. MongoDB. MongoDB is a NoSQL , document-oriented database that supports JSON-like documents with a dynamic schema. This is a Monorepo containing partner packages of MongoDB and LangChainAI. The Loader requires the following parameters: MongoDB connection string; MongoDB database name; MongoDB collection name Jul 2, 2023 · Is it feasible to develop a MongoDB agent that establishes a connection with MongoDB, generates MongoDB queries based on given questions, and retrieves the corresponding data? Within my organization, a significant portion of our data is stored in MongoDB. zttcj zeew rsujzh kckbp cwjg fxoliw rsggtg npx yuqudb ybakv

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