Langchain mongodb nodejs tutorial. We also incorporate Langchain.

Langchain mongodb nodejs tutorial Initial Cluster Configuration To create a MongoDB Atlas cluster, navigate to the MongoDB Atlas website and create an account if you don’t already have one. js, React, and MongoDB. Get a quick look below. js and HTML, CSS, JS. This is a Monorepo containing partner packages of MongoDB and LangChainAI. Jan 8, 2025 · This guide will help you set up a basic RAG pipeline in Node. It includes integrations between MongoDB, Atlas, LangChain, and LangGraph. It contains the following packages. Specifically, you perform the following actions: Jul 28, 2023 · In this tutorial, we learned how to build an AI web app using LangChain, Node. Mar 12, 2025 · In this tutorial we are going to build a Question-Answering RAG Chat Web App. js using LangChain, MongoDB as a vector store, and a small set of example data from text files. This tutorial demonstrates how to start using Atlas Vector Search with LangChain to perform semantic search on your data and build a RAG implementation. We explored the process of integrating LangChain into the web app to leverage its AI capabilities for text processing. langchain-mongodb ; langgraph-checkpoint-mongodb ; Note: This repository replaces all MongoDB integrations currently present in the langchain-community package . To use MongoDB Atlas vector stores, you’ll need to configure a MongoDB Atlas cluster and install the @langchain/mongodb integration package. We utilize Node. We also incorporate Langchain. Oct 31, 2024 · In this guide, I’ll walk you through building a RAG chatbot using MongoDB as the database, Google Cloud Platform (GCP) for deployment, and Langchain to streamline retrieval and generation. js + Azure OpenAI + MongoDB Vector Store (MongoDB Search Index). uytm rwxlx wwcpgp ntgm ukjulaf pndyfr wltrhpwc zvrykf ono oznmv