Subcategories:
Showing 12 of 12 tools
Pinecone
Managed Vector DB
Purpose-built vector database for machine learning applications, offering fully managed infrastructure for similarity search at scale.
Key features:
Weaviate
Open Source Vector DB
Open-source vector database with built-in vectorization modules, enabling semantic search, generative search, and hybrid queries.
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Qdrant
Open Source Vector DB
High-performance open-source vector similarity search engine written in Rust, optimized for extended filtering and payload storage.
Key features:
Milvus
Open Source Vector DB
Open-source vector database built for scalable similarity search, supporting billion-scale vector data with GPU acceleration.
Key features:
Chroma
Open Source Vector DB
Open-source embedding database designed for AI applications, offering simple APIs for storing, querying, and filtering embeddings.
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Turbopuffer
Serverless Vector DB
Serverless vector database focused on low-latency search with aggressive caching and cost-efficient storage for production workloads.
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LanceDB
Embedded Vector DB
Open-source serverless vector database built on Lance columnar format, optimized for multi-modal data with zero-copy access and versioning.
Key features:
pgvector
Embedded Vector DB
Open-source PostgreSQL extension for vector similarity search, enabling developers to store and query embeddings alongside relational data.
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MongoDB Atlas Vector Search
Managed Vector DB
Vector search capability built into MongoDB Atlas, allowing developers to combine vector similarity search with document queries in a single platform.
Key features:
Elasticsearch Vector Search
Hybrid Vector DB
Dense vector search capabilities within Elasticsearch enabling approximate nearest neighbor search alongside full-text and structured queries.
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Supabase Vector
Managed Vector DB
Vector search built on Supabase and pgvector, providing a managed PostgreSQL database with vector similarity search and edge function integration.
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SingleStore
Hybrid Vector DB
Distributed SQL database with built-in vector search supporting real-time analytics and transactional workloads alongside vector similarity queries.
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