{"repo":"mongodb-developer/MongoDB-ADK-Agents","free":true,"listed":false,"github":"https://github.com/mongodb-developer/MongoDB-ADK-Agents","clone":"git clone https://github.com/mongodb-developer/MongoDB-ADK-Agents.git","description":"MongoDB Agents with Google ADK","language":"Python","stars":47,"topics":["adk","agent-development-kit","agents","ai","mongodb"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"MongoDB VertexAI Groceries Agent This project provides an AI-powered agent for grocery shopping, leveraging MongoDB for data storage and Google Vertex AI for semantic search and embeddings. Check out the Medium tutorial for more information. Features - Semantic product search using MongoDB Atlas Vector Search and Vertex AI embeddings - Add products to user carts in MongoDB Prerequisites - Python 3.10+ - Access to Google Cloud Gemini API - Access to a MongoDB Atlas cluster (instructions below) - Required Python packages (instructions below) - Google ADK Python installed (instructions below) Loading the Dataset and Generating Embeddings 1. Create a free MongoDB Atlas cluster - Go to MongoDB Atlas and sign up for a free account. - Click \"Build a Database\" and choose the free tier (Shared, M0). - Select your preferred cloud provider and region, then click \"Create\". - Create a database user with a username and password. - Add your IP address to the IP Access List (or allow access from anywhere for development). - Once the cluster is created, click \"Connect\" and choose \"Connect your application\" to get your connection string. Use this string for the CONNECTION STRING environment variable in the next steps. 2. Clone the repository 3. Load the Dataset into MongoDB Atlas Import the provided dataset into your MongoDB database using the following command (replace placeholders as needed): 4. Generate Embeddings for the Inventory After loading the data, you need to generate vector embeddi","default_branch":null,"files":null,"tree":[],"storefront":"/r/mongodb-developer","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/mongodb-developer/MongoDB-ADK-Agents/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}