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Vector databases

Store embeddings and search them by similarity.

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Vector databases
FerramentaEstrelasLicençaTermosAuto-hospedadoLinguagemÚltima releaseÚltimo push
Milvus46kApache-2.0Código abertoSimGov3.0.22026-10-06
Qdrant35kApache-2.0Código abertoSimRustv1.19.22026-10-06
Chroma29kApache-2.0Código abertoSimRust1.5.92026-10-05
pgvector23kOtherCódigo abertoSimCv0.8.72026-10-06
Weaviate17kOtherOpen coreSimGov1.39.92026-10-06
LanceDB12kApache-2.0Código abertoSimRustv0.39.02026-10-06
Deep Lake9.2kApache-2.0Código abertoSimC++v4.5.22026-05-21
Infinity4.7kApache-2.0Código abertoSimC++v0.7.32026-09-23
pgvectorscale3.1kPostgreSQLNão verificadoSimRust0.9.12026-10-01
VectorChord1.8kOtherCódigo abertoSimRust1.1.12026-08-06
Vald1.7kApache-2.0Código abertoSimGov1.8.02026-10-06

11 ferramentas

Milvus

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Linguagem
Go
Licença
Apache-2.0
Estrelas
46k
Última release
v3.0.2
Último push
2026-10-06
Qdrant

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

Linguagem
Rust
Licença
Apache-2.0
Estrelas
35k
Última release
v1.19.2
Último push
2026-10-06
pgvector

Open-source vector similarity search for Postgres

Linguagem
C
Licença
Other
Estrelas
23k
Última release
v0.8.7
Último push
2026-10-06
Weaviate

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​.

Linguagem
Go
Licença
Other
Estrelas
17k
Última release
v1.39.9
Último push
2026-10-06
LanceDB

Developer-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less.

Linguagem
Rust
Licença
Apache-2.0
Estrelas
12k
Última release
v0.39.0
Último push
2026-10-06
Deep Lake

Deeplake is AI Data Runtime for Agents. It provides serverless postgres with a multimodal datalake, enabling scalable retrieval and training.

Linguagem
C++
Licença
Apache-2.0
Estrelas
9.2k
Última release
v4.5.2
Último push
2026-05-21
Infinity

The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text.

Linguagem
C++
Licença
Apache-2.0
Estrelas
4.7k
Última release
v0.7.3
Último push
2026-09-23
pgvectorscale

Postgres extension for vector search (DiskANN), complements pgvector for performance and scale. Postgres OSS licensed.

Linguagem
Rust
Licença
PostgreSQL
Estrelas
3.1k
Última release
0.9.1
Último push
2026-10-01
VectorChord

Scalable, fast, and disk-friendly vector search in Postgres, the successor of pgvecto.rs.

Linguagem
Rust
Licença
Other
Estrelas
1.8k
Última release
1.1.1
Último push
2026-08-06
Vald

Vald. A Highly Scalable Distributed Vector Search Engine

Linguagem
Go
Licença
Apache-2.0
Estrelas
1.7k
Última release
v1.8.0
Último push
2026-10-06

O que essas ferramentas substituem