Vertex AI Agent SDK for building Agentic RAG with MongoDB Atlas

Requirements

1. MongoDB Atlas Cluster on Google Cloud
2. Google Cloud console access.
3. Google Cloud Storage bucket.
4. Vertex AI colab enterprise for Google cloud console.
5. The tools for agents uses vertexAI extensions. refer MongoDB github to set up the extensions.

Setup

1. Setup the api connection to MongoDb Atlas.
2. Log in to MongoDB Atlas console, On cluster navigation page and naviage to Databases. click on 3 dots (...) and view all clusters. Click on 3 dots in front of your cluster name and Click on Load sample documents.
3. extensions for MongoDB: To build MongoDB extension run the notebook '1.extensions-for-mongodb-using-cloud-function.ipynb'.
4. To test a sample use case on MongoDB Atlas, follow the instructions in notebook '2.agent-sdk-using-mongodb-extensions.ipynb'.