STACKQUADRANT

Vector Databases

Databases optimized for storing and querying vector embeddings

50 repos

reorproject/reor

6.0

Private & local AI personal knowledge management app for high entropy people.

8.6k527JavaScript

zilliztech/deep-searcher

6.5

Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python.

8.2k798Python

zilliztech/GPTCache

6.2

Semantic cache for LLMs. Fully integrated with LangChain and llama_index.

8.2k594Python

MariaDB/server

7.8

MariaDB server is a community developed fork of MySQL server. Started by core members of the original MySQL team, MariaDB actively works with outside developers to deliver the most featureful, stable, and sanely licensed open SQL server in the industry.

8.2k2.1kC++

vespa-engine/vespa

8.1

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

7.1k738Java

plastic-labs/honcho

6.9

Memory library for building stateful agents

7.0k865Python

postgresml/postgresml

6.3

Postgres with GPUs for ML/AI apps.

6.8k364Rust

genkit-ai/genkit

7.7

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

6.4k835TypeScript

firebase/genkit

7.5

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

6.4k835TypeScript

RediSearch/RediSearch

7.5

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

6.2k596Rust

HelixDB/helix-db

7.5

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

5.9k348Rust

volcengine/MineContext

6.2

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

5.5k408Python

superduper-io/superduper

6.3

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

5.3k545Python

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.

5.0k622C++

infiniflow/infinity

7.5

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

4.7k441C++

FlowElement-ai/m_flow

6.6

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

4.5k256Python

FlowElement-xinliuyuansu/m_flow

6.6

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

4.5k256Python

crate/crate

7.9

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.

4.4k612Java

unum-cloud/USearch

7.6

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

4.3k343C++

ravendb/ravendb

7.8

ACID Document Database

4.0k864C#

pashpashpash/vault-ai

5.4

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.

3.4k296JavaScript

giancarloerra/SocratiCode

7.1

Enterprise-grade (40m+ LOC) codebase intelligence, zero-setup, local & private Plugin/Skill/Extension or MCP: hybrid semantic search, polyglot dependency graphs, symbol-level impact analysis & call-flow, interactive HTML viewer, cross-project & branch-aware search, DB/API/infra knowledge. 61% less tokens, 84% fewer calls, 37x faster. Cloud in beta.

3.3k417TypeScript

lakesoul-io/LakeSoul

7.3

LakeSoul is an end-to-end, realtime cloud-native Lakehouse framework for fast data ingestion, concurrent updates, incremental analytics, multimodal data processing and vector search — powering next-generation BI and AI workloads.

3.2k423Java

hegelai/prompttools

6.0

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).

3.1k257Python