Agent infrastructure

Elasticsearch as a vector database, combining vector search with hybrid lexical search, filters and reranking.

Open-source vector similarity search engine and database written in Rust, with a managed cloud.

Open-source, cloud-native vector database for semantic search, RAG and hybrid queries.

Open-source vector similarity search extension for Postgres that stores vectors alongside relational data.

Open-source, embedded vector search and multimodal lakehouse built on the Lance columnar format.

Open-source platform for search, ranking and ML inference over vectors, tensors, text and structured data.

PostgreSQL extension that builds on pgvector with a DiskANN-style index and label-filtered vector search.

Open-source, cloud-native distributed vector search engine for approximate nearest neighbor search.

Build vector databases on Redis, with vector search combined with exact-match and full-text search.

Database for AI with a deep-learning storage format for embeddings, media and datasets, plus vector search.

Managed search database for AI agents and apps, covering semantic, sparse, full-text and hybrid queries.

Open source vector database for AI apps, built on Postgres with pgvector and available self-hosted or managed.

Fully managed Milvus vector database service with serverless and dedicated deployment options.

Search database for vector and full-text queries, built on object storage and available as a Python client.

Vector and hybrid search built into MongoDB, running on the same operational data as the database.

Hybrid retrieval engine built on object storage, with semantic, keyword, dense, sparse and multi-vector search.

Apache Cassandra-based NoSQL database with vector search for generative AI workloads.

Open-source data infrastructure for AI that stores embeddings and runs vector, full-text and metadata search.

Open-source, high-performance vector database for large-scale search, with a managed option on Zilliz Cloud.

Open-source vector database inside the OpenSearch search suite, for semantic search and RAG.