Repositories list

• maap-arcee-qs

  Public
  The MongoDB - Arcee Quickstart is a project aimed at facilitating the rapid and straightforward deployment of AI-driven applications utilizing MongoDB Atlas and the Arcee models. It offers scripts and configurations to streamline and automate the setup process, integrating MongoDB Atlas for data storage and Arcee models for AI functionalities.

  Python

  •

  Apache License 2.0

  •0•0•0•0•Updated Jul 18, 2025Jul 18, 2025

• maap-meta-qs

  Public
  The MongoDB - Meta Quickstart is a comprehensive, integrated end-to-end technology stack meticulously designed to facilitate the rapid development and seamless deployment of AI-powered Agentic applications.

  Python

  •

  Apache License 2.0

  •0•0•0•0•Updated Jul 18, 2025Jul 18, 2025

• QS-Anthropic-1

  Public
  Memory-Enhanced AI Agent built on AWS with Anthropic's Claude 3 and MongoDB Atlas which provides intelligent, contextual search, and advanced AI-driven recommendations.

  Python

  •

  Apache License 2.0

  •2•3•0•0•Updated Jul 18, 2025Jul 18, 2025

• ai-memory

  Public
  An AI Memory Service that enhances AI agent with long-term memory capabilities, using MongoDB Atlas and AWS Bedrock to provide hierarchical memory structures with importance scoring, semantic search, and conversation summarization for personalized, contextually-aware interactions.

  Python

  •

  Apache License 2.0

  •0•4•0•0•Updated Jul 18, 2025Jul 18, 2025

• maap-temporal-qs

  Public
  The MongoDB - Temporal Quickstart is a comprehensive, integrated end-to-end technology stack meticulously designed to facilitate the rapid development and seamless deployment of production-grade AI-powered applications.

  Python

  •

  Apache License 2.0

  •0•0•0•0•Updated Jul 18, 2025Jul 18, 2025

• maap-anthropic-qs

  Public
  MongoDB MAAP - Anthropic Quickstart is an integrated end-to-end technology stack that combines MongoDB Atlas capabilities with Anthropic's Claude AI models to create an intelligent Agentic conversational interface.

  Python

  •

  Apache License 2.0

  •0•6•0•0•Updated Jul 18, 2025Jul 18, 2025

• semantic-cache

  Public
  A high-performance semantic caching service that leverages MongoDB Atlas vector search capabilities to store and retrieve query responses based on semantic similarity, reducing computational overhead for repeated or similar queries.

  Python

  •

  Apache License 2.0

  •0•0•0•0•Updated Jul 18, 2025Jul 18, 2025

• maap-data-loader

  Public
  This system is ideal for organizations needing to centralize and structure data from diverse sources, enabling seamless data integration and analysis.

  Python

  •

  Apache License 2.0

  •0•0•0•0•Updated Jul 18, 2025Jul 18, 2025

• memory-mcp

  Public
  MemoryMCP supercharges AI assistants with persistent memory, semantic caching, and hybrid MongoDB search capabilities. Store conversations, cache responses, and search knowledge bases to provide contextually-aware AI interactions that improve over time.

  Python

  •

  Apache License 2.0

  •0•1•0•0•Updated Jul 18, 2025Jul 18, 2025

• maap-cohere-qs

  Public
  Quick start application for Cohere

  Python

  •0•1•0•0•Updated Jul 4, 2025Jul 4, 2025

• maap-framework

  Public
  Pre-designed architectures for generative AI use cases.

  TypeScript

  •

  Apache License 2.0

  •21•33•5•1•Updated Jul 2, 2025Jul 2, 2025

• MongoDB-Kinesis-Ingestion

  Public
  Transforms the incoming records from the firehose streams into JSON before updating it in the Atlas DB

  Python

  •

  Other

  •0•0•0•0•Updated Jun 16, 2025Jun 16, 2025

• mongodb_atlas_as_aws_bedrock_knowledge_base

  Public
  a repository for demonstrating MongoDB Atlas Vector store and Search and AWS Bedrock's knowledge base

  TypeScript

  •4•4•1•1•Updated May 23, 2025May 23, 2025

• MongoDB-AppSync-SAM-App

  Public
  Contains the artifacts, code and assets needed to host the AppSync Serverless app in your AWS account

  Python

  •

  MIT License

  •0•0•0•0•Updated May 23, 2025May 23, 2025

• maap-together-qs

  Public
  TogtherAI + MongoDB QuickStart integrates various services to provide an intelligent assistant capable of understanding context, managing tasks, and facilitating team communication. The platform is built with scalability and flexibility in mind, ensuring it can adapt to diverse organizational needs

  Python

  •0•0•0•0•Updated May 22, 2025May 22, 2025

• MongoDB-VertexAI-Agent-Devlopment-kit

  Public
  This repo will host Vertex AI Agent SDK demo piece for reference for our customer

  Python

  •0•1•0•0•Updated May 21, 2025May 21, 2025

• AWS-MongoDB-Atlas-Landing-Zone

  Public
  Landing zone templates for provisioning MongoDB Atlas and AWS services in your AWS account

  HCL

  •0•0•0•0•Updated May 20, 2025May 20, 2025

• maap-confluent-gcp-qs

  Public
  Confluent and GCP integration with MongoDB to build a healthcare chatbot

  TypeScript

  •

  MIT License

  •0•0•0•0•Updated May 13, 2025May 13, 2025

• Bedrock-Agents-with-Atlas

  Public
  Agentic AI Templates to demonstrate the power of Bedrock agents with MongoDB Atlas

  Python

  •0•0•0•0•Updated May 9, 2025May 9, 2025

• MongoDB_Fabric_Mirroring

  Public
  Code to enable mirroring in Microsoft Fabric for MongoDB

  Python

  •

  Apache License 2.0

  •4•5•3•0•Updated May 7, 2025May 7, 2025

• amplify-mongodb-tanstack-offline

  Public
  Creates an amplify app that helps in query caching and storing data in offline mode

  TypeScript

  •

  MIT License

  •4•2•0•0•Updated May 2, 2025May 2, 2025

• langchain-qs

  Public
  Quick start application for Langchain

  Python

  •0•1•0•0•Updated Apr 4, 2025Apr 4, 2025

• Firebase-extension-MongoDB-Atlas

  Public
  This repo will host the code for Firebase extensions

  JavaScript

  •0•0•0•0•Updated Mar 20, 2025Mar 20, 2025

• MongoDB-VertexAI-Reasoning-Engine

  Public
  Need a public facing repo which will have code and steps that customers need to follow to set up reasoning engine on Google Cloud VertexAI

  Jupyter Notebook

  •0•0•0•0•Updated Mar 18, 2025Mar 18, 2025

• hasura-mongo-supergraph

  Public
  GraphQL connector for MongoDB Atlas

  PowerShell

  •0•2•0•0•Updated Feb 26, 2025Feb 26, 2025

• Leafy_Hospital_Microsoft_genAI_resources

  Public
  Repo to share the resources used in Leafy Hospital - Microsoft genAI showcase

  Jupyter Notebook

  •

  Apache License 2.0

  •0•0•0•0•Updated Feb 19, 2025Feb 19, 2025

• maap-confluent-qs

  Public
  This repository provides a comprehensive guide to quickly deploy a fully functional chatbot for small business loan assistance. The solution leverages MongoDB, Confluent Cloud, AWS, Anthropic and Flink to deliver a scalable, intelligent, and real-time conversational experience.

  Java

  •

  MIT License

  •0•1•0•0•Updated Jan 13, 2025Jan 13, 2025

• Semantic_Search_API_MongoDB_Atlas_Vector_Search_and_Amazon_Bedrock

  Public
  semantic search API with MongoDB Atlas Vector Search, Amazon Bedrock, and AWS Serverless

  TypeScript

  •2•3•0•1•Updated Dec 5, 2024Dec 5, 2024

• MongoDB-API

  Public
  This repo contains the API way to call MongoDB using mongodb drivers needed for Cloud Solutions

  Python

  •

  Other

  •2•1•0•0•Updated Nov 13, 2024Nov 13, 2024

• mdb-bedrock-action-groups

  Public
  Showcase MongoDB HybridSearch being used in Bedrock Action Group

  TypeScript

  •

  Apache License 2.0

  •0•5•0•0•Updated Nov 11, 2024Nov 11, 2024