MongoDB Developer Relations's repositories
GenAI-Showcase
GenAI Cookbook
python-mongodb
Contains details on how we use pymongo to connect python with mongodb
Spring-AI-Rag
A Rag App with Spring AI and MongoDB
ai_lab_assistant_chat
MongoDB Developer Days Lab AI Assistant
aggregation-pipeline-lab
A Hands-on Lab to learn about advanced querying and Aggregation Pipelines
laravel-openai-vector-search
Laravel Tour Planner with Open AI and MongoDB Vector Search
search-lab
Documentation used in the Search & Vector Search hands-on labs during Developer Days
Airflow-MongoDB
Walkthrough on how to deploy Airflow with MongoDB
Multi-Model-Embeddings
Example code to show how to chunk + work with multiple embeddings in the same document
Snowflake-2-MongoDB
Sample Kafka Configuration to move data from Snowflake to MongoDB
Terraform-Quickstart
MongoDB Terraform HCL scripts to get up and running AWS, GCP, Azure
TimeSeries-Anomaly-Detection
A guides to creating sentence embeddings across documents + master embeddings collection
BridgeIT-Demo
A Simple RAG implementation using Azure OpenAI and Langchain
Change-Streams-Runbook
Up and running in 10 minutes on Change Streams
Cisco-Live
Personalized Event Recommendation System
PANW_Restore_Workflo
Step by step guide to quick DB level restore
rag-app-mongodb
A Jupyter/Colab Notebook that demonstrates how to use RAG techniques with MongoDB and LangChain.
rag-app-sample-data
A few sample data files, to be used for demonstrating RAG search with MongoDB.
vector-search-with-quarkus
This repository contains the code to perform vector search using Quarkus framework.