MongoDB Developer Relations's repositories
GenAI-Showcase
GenAI Cookbook
flask-pymongo-example
Implementation of flask and pymongo using mflix sample data set and mflix python UI
nextjs-with-mongodb
nextjs-with-mongodb
laravel-mongodb-tutorial
This repository illustrates a tutorial article about how to use MongoDB with Laravel 9 and the Laravel MongoDB package
Google-Cloud-Sentiment-Chef
Sentiment Analysis, Summarization, Tagging with MongoDB Atlas and Gemini — Google Cloud's AI model
quickstart-rag-python
This Python project demonstrates semantic search using MongoDB and two different LLM frameworks: LangChain and LlamaIndex. The goal is to load documents from MongoDB, generate embeddings for the text data, and perform semantic searches using both LangChain and LlamaIndex frameworks.
atlas-admin-api-digest-auth
Demonstration of calling the MongoDB Atlas Administration API using digest authentication
Multi-Model-Embeddings
Example code to show how to chunk + work with multiple embeddings in the same document
aggregation-pipeline-lab
A Hands-on Lab to learn about advanced querying and Aggregation Pipelines
aggregation-pipeline-lab-cn
A Hands-on Lab to learn about advanced querying and Aggregation Pipelines, Chinese version
Cisco-Live
Personalized Event Recommendation System
EDEE_Frontend_Development
An in browser development environment simulator to teach MongoDB
EDEE_Production_Frontend
An in browser development environment simulator to teach MongoDB
lab-assistant
MongoDB AI Lab Assistant
Local-Llama.cpp-MongoDB-demo
Run Llama.cpp locally (local LLM) persist embeddings and data to MongoDB Atlas
MinecraftWithMongoDB
This code example will help understand on how to connect to Minecraft using simple Java application
mongodb-atlas-with-ruby-on-rails-example
An example application showing how to use MongoDB Atlas with Ruby on Rails
search-lab
Documentation used in the Search & Vector Search hands-on labs during Developer Days
search-lab-cn
CN Documentation used in the Search & Vector Search hands-on labs during Developer Days.