{"repo":"john0isaac/rag-semantic-kernel-mongodb-vcore","free":true,"listed":false,"github":"https://github.com/john0isaac/rag-semantic-kernel-mongodb-vcore","clone":"git clone https://github.com/john0isaac/rag-semantic-kernel-mongodb-vcore.git","description":"A sample for implementing retrieval augmented generation using Azure Open AI to generate embeddings, Azure Cosmos DB for MongoDB vCore to perform vector search, and semantic kernel.","language":"Bicep","stars":38,"topics":["azure","cosmosdb","mongodb","openai","rag","vcore","vector-search","quart","python","semantic-kernel"],"license":"MIT","category":"ai-agents","readme_excerpt":"--- name: RAG using Semantic Kernel with Azure OpenAI and Azure Cosmos DB for MongoDB vCore description: A Python sample for implementing retrieval augmented generation using Azure Open AI to generate embeddings, Azure Cosmos DB for MongoDB vCore to perform vector search and semantic kernel. Deployed to Azure App service using Azure Developer CLI (azd). languages: - azdeveloper - python - bicep - html products: - azure - azure-app-service - azure-openai - cosmos-db - mongodb-vcore page type: sample urlFragment: rag-semantic-kernel-mongodb-vcore --- RAG using Semantic Kernel with Azure OpenAI and Azure Cosmos DB for MongoDB vCore A Python sample for implementing retrieval augmented generation using Azure Open AI to generate embeddings, Azure Cosmos DB for MongoDB vCore to perform vector search and semantic kernel. Deployed to Azure App service using Azure Developer CLI (azd). 🎥 Click this image to watch the recorded reactor workshop How to use? 1. Create the following resources on Microsoft Azure: - Azure Cosmos DB for MongoDB vCore cluster. See the Quick Start guide here. - Azure OpenAI resource with: - Embedding model deployment. (ex. text-embedding-ada-002 ) See the guide here. - Chat model deployment. (ex. gpt-4o-mini ) 1. 📝 Start here 👉 rag-azure-openai-cosmosdb-notebook.ipynb https://github.com/john0isaac/rag-semantic-kernel-mongodb-vcore/assets/64026625/676a0e10-876f-45e6-942d-0494ac327c75 Test it inside codespaces 👇 Running the web app locally To run the Quart appl","default_branch":null,"files":null,"tree":[],"storefront":"/r/john0isaac","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/john0isaac/rag-semantic-kernel-mongodb-vcore/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."}