Use HNSW index on Azure Cosmos DB for PostgreSQL for similarity search
Explore vector similarity search using the Hierarchical Navigable Small World (HNSW) index of pgvector on Azure Cosmos DB for PostgreSQL.
Use IVFFlat index on Azure Cosmos DB for PostgreSQL for similarity search
Explore vector similarity search using the Inverted File with Flat Compression (IVFFlat) index of pgvector on Azure Cosmos DB for PostgreSQL.
Use pgvector for searching images on Azure Cosmos DB for PostgreSQL
Learn how to write SQL queries to search for and identify images that are semantically similar to a reference image or text prompt using pgvector.
Store embeddings in Azure Cosmos DB for PostgreSQL with pgvector
Learn how to configure Azure Cosmos DB for PostgreSQL as a vector database and insert embeddings into a table using the pgvector extension.
Generate embeddings with Azure AI Vision multi-modal embeddings API
Discover the art of generating vector embeddings for paintings’ images using the Azure AI Vision multi-modal embeddings APIs in Python.
Use the Azure AI Vision multi-modal embeddings API for image retrieval
Explore the basics of vector search and generate vector embeddings for images and text using the Azure AI Vision multi-modal embeddings APIs.
Vector search on Azure Database for PostgreSQL with the Azure AI extension
Learn how to enable the Azure AI extension and generate vector embeddings with Azure OpenAI on Azure Database for PostgreSQL Flexible Server.
Building a vector similarity search app with Azure AI Vision and PostgreSQL
My presentation about vector search with Azure AI Vision and Azure Cosmos DB for PostgreSQL at the Azure Cosmos DB Usergroup.
Vector Search with Azure AI Vision and PostgreSQL – MVP TechBytes
My presentation about vector search with Azure AI Vision and Azure Cosmos DB for PostgreSQL at the virtual show MVP TechBytes.
Image Vector Similarity Search with Azure Computer Vision and PostgreSQL
Understand how vector similarity search works and build an image retrieval system using Computer Vision and Azure Cosmos DB for PostgreSQL.