Our samples gallery has moved

Please visit aka.ms/AzureCosmosDB/Gallery/AI for all official Azure Cosmos DB AI Samples.

Below are some links to documentation and videos for our vector search capabilities.

Documentation

Introduction

• What is a vector database?
• Concepts Overview

Azure Cosmos DB for NoSQL

• Vector Search in Azure Cosmos DB for NoSQL
• Vector Indexing
• Managing Vector Indexes
• How to get started C#, Python, JavaScript, Java

vCore-based Azure Cosmos DB for MongoDB

• Vector Search
• RAG Example

Integrations

Azure Cosmos DB for NoSQL

• Semantic Kernel C#, Python
• LangChain Python, JS, Java
• LlamaIndex Python
• PromptFlow plugin Python

vCore-based Azure Cosmos DB for MongoDB

• Semantic Kernel C#, Python

• LangChain Python, JS, Java

• LlamaIndex Python
• PromptFlow plugin Python

Developer Blog Articles

• Introducing Vector Database capabilities in Azure Cosmos DB for NoSQL
• Vector Database in vCore-based Azure Cosmos DB for MongoDB now GA!

Videos and other content

Azure Cosmos DB for NoSQL

• RAGHack: Scalable RAG apps with Azure Cosmos DB for NoSQL

• [What is the database behind ChatGPT?

  Microsoft Mechanics](https://www.youtube.com/watch?v=6IIUtEFKJec)

• [AI Semantic Search for Your Website with Azure Cosmos DB

  Microsoft Mechanics](https://www.youtube.com/watch?v=3T0K61VbnFw)

• [Vector Search using 95% Less Compute with DiskANN and Azure Cosmos DB

  Microsoft Mechanics](https://www.youtube.com/watch?v=MlMPIYONvfQ)

• [Scalable RAG with Azure Cosmos DB and DiskANN

  Studio15, Microsoft Build 2024](https://www.youtube.com/watch?v=-UkHbToopc4)

• [The power of AI and Copilot for Azure Databases

  BRK171, Build 2024](https://www.youtube.com/watch?v=6VUfsY0kRxA)

• Build Scalable Chat History and Conversational Memory into LLM Apps

• [Azure Cosmos DB: The database for your AI apps

  Azure Friday](https://www.youtube.com/watch?v=YYYrz0i2-Ao)

• Azure Cosmos DB with DiskANN - Quick Demo

• [How to design and build AI applications with vector search using Azure OpenAI & Azure Cosmos DB

  SQLBits](https://www.youtube.com/watch?v=KuslX-Aw5sQ)

• Azure Cosmos DB for NoSQL and OpenAI: Building Robust Applications with RAG pattern
• Coffee 26: Vector Search with Azure Cosmos DB: Next-generation applications made easy
• Building Generative AI Apps with Azure Cosmos DB for NoSQL

vCore-based Azure Cosmos DB for MongoDB

• RAGHack: Building RAG apps with Azure Cosmos DB for MongoDB
• What is vector search? - vCore-based Azure Cosmos DB for MongoDB
• Applying GenAI and Azure Cosmos DB for MongoDB Vector Search to Interactive Analytics & Reporting
• Build next gen intelligent retail with Azure OpenAI & vCore-based Azure Cosmos DB for MongoDB)
• LLM App Development Using PromptFlow and Azure Cosmos DB for MongoDB
• Connecting a RAG chat app to Azure Cosmos DB Building a Chat Bot using data in Azure Cosmos DB for MongoDB vCore in Azure AI Studio | Ep. 88, Cosmos DB TV

• [Build AI-powered apps with Azure Cosmos DB for MongoDB vector search

  Ep. 93, Cosmos DB TV](https://www.youtube.com/watch?v=MLY5Pc_tSXw&ppD)

• [CosmosAIGraph - AI-powered Graphs and Knowledge Graphs with Azure Cosmos DB

  Ep. 95, Cosmos DB TV](https://www.youtube.com/watch?v=0alvRmEgIpQ)

• Unlock the Power of Azure Cosmos DB for MongoDB vCore: An Interactive Session for Startups
• RAG using Semantic Kernel with Azure OpenAI and Azure Cosmos DB for MongoDB vCore