STACKQUADRANT

Vector Databases

Databases optimized for storing and querying vector embeddings

44 repos

vespa-engine/vespa

8.1

AI + Data, online. https://vespa.ai

6.9k717Java

postgresml/postgresml

6.3

Postgres with GPUs for ML/AI apps.

6.8k363Rust

RediSearch/RediSearch

7.2

A query and indexing engine for Redis, providing secondary indexing, full-text search, vector similarity search and aggregations.

6.2k587C

genkit-ai/genkit

7.4

Open-source framework for building AI-powered apps in JavaScript, Go, and Python, built and used in production by Google

6.1k756TypeScript

firebase/genkit

7.4

Open-source framework for building AI-powered apps in JavaScript, Go, and Python, built and used in production by Google

6.1k756TypeScript

volcengine/MineContext

6.5

MineContext is your proactive context-aware AI partner(Context-Engineering+ChatGPT Pulse)

5.4k401Python

superduper-io/superduper

6.5

Superduper: End-to-end framework for building custom AI applications and agents.

5.3k541Python

microsoft/SPTAG

6.6

A distributed approximate nearest neighborhood search (ANN) library which provides a high quality vector index build, search and distributed online serving toolkits for large scale vector search scenario.

5.0k618C++

Tencent/TencentDB-Agent-Memory

6.3

TencentDB Agent Memory delivers fully local long-term memory for AI Agents via a 4-tier progressive pipeline, with zero external API dependencies.

4.7k393TypeScript

HelixDB/helix-db

7.2

HelixDB is an open-source graph-vector database built from scratch in Rust.

4.7k250Rust

infiniflow/infinity

7.3

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

4.5k423C++

FlowElement-ai/m_flow

6.7

A bio-inspired cognitive memory engine — a new paradigm for Graph RAG.

4.5k260Python

crate/crate

7.8

CrateDB is a distributed and scalable SQL database for storing and analyzing massive amounts of data in near real-time, even with complex queries. It is PostgreSQL-compatible, and based on Lucene.

4.4k599Java

RyanCodrai/turbovec

6.1

A vector index built on TurboQuant, written in Rust with Python bindings

4.3k399Python

unum-cloud/USearch

7.4

Fast Open-Source Search & Clustering engine × for Vectors & Arbitrary Objects × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍

4.1k323C++

ravendb/ravendb

7.8

ACID Document Database

4.0k856C#

pashpashpash/vault-ai

5.5

OP Vault ChatGPT: Give ChatGPT long-term memory using the OP Stack (OpenAI + Pinecone Vector Database). Upload your own custom knowledge base files (PDF, txt, epub, etc) using a simple React frontend.

3.4k298JavaScript

hegelai/prompttools

6.3

Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroma, Weaviate, LanceDB).

3.0k256Python

GerevAI/gerev

5.3

🧠 AI-powered enterprise search engine 🔎

2.8k178Python

hora-search/hora

6.1

🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .

2.7k77Rust