{"repo":"mongodb/docs-notebooks","free":true,"listed":false,"github":"https://github.com/mongodb/docs-notebooks","clone":"git clone https://github.com/mongodb/docs-notebooks.git","description":"Jupyter Notebooks accompanying the MongoDB documentation.","language":"Jupyter Notebook","stars":45,"topics":["mongodb","mongodb-atlas"],"license":"Apache-2.0","category":"docs-static-sites","readme_excerpt":"MongoDB Documentation Notebooks This repository contains Jupyter Notebooks that follow tutorials and code examples in the official MongoDB Vector Search documentation and Voyage AI documentation. You can run, download, and modify these notebooks as you learn how to use MongoDB Vector Search and Voyage AI models for your use case. Overview Each notebook corresponds to a page or example in our documentation. Refer to the docs page linked in each notebook for prerequisites, set-up instructions, and detailed explanations of the code. The following table summarizes the contents of the notebooks in each directory: Directory Description -------------------- -------------------------------------------------- /create-embeddings Learn how to generate embeddings for vector search /get-started Complete our quick start tutorial /ai-integrations Build AI applications and agents with popular AI frameworks that integrate with MongoDB /manage-indexes Create, view, edit, and delete vector search indexes /quantization Quantize your vector embeddings for efficient processing /run-queries Learn how to run vector search queries (ANN and ENN) /use-cases Implement RAG and build AI agents using a MongoDB-native retrieval system /voyageai Learn how to use Voyage AI models Other Resources - MongoDB Vector Search Documentation - Voyage AI Documentation - Generative AI Use Cases Repository License This project is licensed under the Apache 2.0 License. Issues To report an issue with any of these notebooks","default_branch":null,"files":null,"tree":[],"storefront":"/r/mongodb","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/mongodb/docs-notebooks/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."}