This post discusses the different types of vector databases available, including SQL databases with vector support, NoSQL databases with vector support, dedicated vector databases, and in-memory key-value databases like Redis. It also covers hybrid search, which combines sparse (keyword/lexical) search and dense (vector) search.
•7m read time• From blog.gopenai.com
Table of contents
Vector search at scaleOptimizing RAG: A Guide to Choosing the Right Vector DatabaseChoosing the right Azure Vector DatabaseVector search - Azure AI SearchNoSQLHow to Do Semantic Search in MongoDB Using Atlas Vector Search | MongoDBVector store integration - Azure Cosmos DB for MongoDB vCoreVector search for Amazon DocumentDB (with MongoDB compatibility) is now generally available |…In-memory key-valueVector Database and Vector Search - RedisRedis as a vector database quick start guideRedis-Compatible In-Memory Database - Amazon MemoryDB for Redis Features - AWSAbout Vector Embeddings and Vector Search in Azure Cache for Redis - Azure Cache for RedisTutorial: Conduct vector similarity search on Azure OpenAI embeddings using Azure Cache for Redis …SQLVector Similarity Search in Postgres with bit.io and pgvectorWhy we replaced Pinecone with PGVectorAmazon RDS for PostgreSQL now supports pgvector for simplified ML model integrationVector similarity search with Azure SQL & Azure OpenAI - Code SamplesVector search on Azure Database for PostgreSQL - Azure Database for PostgreSQL - Flexible ServerUnlock the power of gen AI with the pgvector PostgreSQL extension | Google Cloud BlogSupabase Vector | The Postgres Vector database.Cloud SQL for MySQL supports vector embeddings search | Google Cloud BlogPlanetScale is bringing vector search and storage to MySQL - PlanetScaleFulltext searchHow to Implement Vector Search in Elasticsearch: A Practical GuideUsing OpenSearch as a Vector DatabaseWorking with vector search collectionsOthersVector Search with ClickHouse - Part 1Vector Search with ClickHouse - Part 2Vector Data Store Evaluation CriteriaImage Search with CLIPBuild a Text and Image Search AI App with Astra DB Vector Search, NodeJS, Stargate's New JSON API…Azure Data Explorer for Vector Similarity SearchCode Search with Vector Embeddings: A Transformer’s ApproachEmploying QdrantDB to conduct advanced similarity searches for image dataMulti-modal Image Search with Embeddings & Vector DBsHow to build an Image-to-Image search tool using CLIP & VectorDBsCreating a semantic video search with OpenAI’s ClipGetting Started with Hybrid Search | PineconeHybrid Search Explained | Weaviate - Vector DatabaseOn Hybrid Search - QdrantComprehensive Guide To Approximate Nearest Neighbors AlgorithmsVector databases (1): What makes each one different?Sort: