Tool category
Best Vector Database Tools
Compare 6 vector database tools from the GuruStacks directory, including ratings, tags, and short descriptions.
Chroma
4.4 rating
Open-source embedding database designed for AI applications. Simple API for storing and querying embeddings with metadata filtering.
InfinityFlow
Unrated
Vector database purpose-built for LLM applications with hybrid search across embeddings, sparse vectors, and full text.
LanceDB
4.4 rating
AI-native multimodal lakehouse for unified training dataset development with vector search, feature engineering, and petabyte-scale data management.
Milvus
4.7 rating
Open source vector database built for scalable similarity search and AI applications, supporting billions of vectors with millisecond latency.
Pinecone
4.6 rating
Purpose-built vector database for production AI applications, enabling semantic search, RAG, and intelligent agents at scale with serverless architecture.
Vespa
Unrated
Distributed serving engine for vector, text, and structured search with ML inference and sub-100ms latency performance.