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Vector Databases & AI Memory

Where agents remember: vector stores, memory layers and similarity search engines.

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vearch/
vearch

Distributed vector search for AI-native applications

2.3k362Go
lioensky/
VCPToolBox

VCP 部署在 AI 模型 API 与前端应用之间,是面向AGI OS开发和探索的工业级基建示范项目。通过统一指令协议、多层级持久化记忆、分布式插件引擎及多 Agent 协作框架,将原本“无状态、无记忆、无工具调用能力”的大语言模型,彻底改造成拥有永久自我意识、物理世界操作权及群体协作智能的完整智能体系统。

2.2k357JavaScript
tensorchord/
pgvecto.rs

Scalable, Low-latency and Hybrid-enabled Vector Search in Postgres. Revolutionize Vector Search, not Database.

2.2k84Rust
vasu-devs/
JustHireMe

Local-first AI job intelligence workbench for scraping roles, ranking fit, and generating tailored application materials.

2.2k349Python
neuron-core/
neuron-ai

The Agentic Framework of the PHP ecosystem to build production-ready AI driven applications. Connect components (LLMs, Tools, vector DBs, memory) to agents that can interact with your data.

2.0k228PHP
featureform/
featureform

The Virtual Feature Store. Turn your existing data infrastructure into a feature store.

2.0k108Go
SeekStorm/
SeekStorm

SeekStorm: vector & lexical search - in-process library & multi-tenancy server, in Rust.

1.9k67Rust
matrixorigin/
matrixone

AI-native HTAP database with Git-for-Data and built-in vector search, serving as the data and memory backbone for intelligent agents and applications.

1.9k303Go
peremartra/
Large-Language-Model-Notebooks-Course

Practical course about Large Language Models.

1.8k447Jupyter Notebook
supervc-stack/
VectorChord

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

1.7k70Rust
parthsarthi03/
raptor

The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval

1.7k231Python
dingodb/
dingo

A multi-modal vector database that supports upserts and vector queries using unified SQL (MySQL-Compatible) on structured and unstructured data, while meeting the requirements of high concurrency and ultra-low latency.

1.7k264Java
LLPhant/
LLPhant

LLPhant - A comprehensive PHP Generative AI Framework using OpenAI GPT 4. Inspired by Langchain

1.7k167PHP
neural-maze/
ava-whatsapp-agent-course

Meet Ava, the WhatsApp Agent

1.7k420Python
pixeltable/
pixeltable

Unified multimodal backend for AI data apps

1.6k218Python
codeaholicguy/
ai-devkit

The control plane for AI coding agents.

1.6k243TypeScript
Kaelio/
ktx

ktx is an executable context layer for data and analytics agents 🐙 Allow Claude Code, Codex, or other AI agents to query analytical databases accurately and with full context of your company

1.5k89TypeScript
datalevin/
datalevin

A simple, fast and versatile Datalog database

1.4k82Clojure
milvus-io/
pymilvus

Python SDK for Milvus Vector Database

1.4k435Python
Open-Source-Legal/
OpenContracts

The open document intelligence platform for builders and hackers - DMS for the agentic world

1.4k167Python
infinispan/
infinispan

Infinispan is an open source data grid platform and highly scalable NoSQL cloud data store.

1.3k653Java
qdrant/
qdrant-client

Python client for Qdrant vector search engine

1.3k248Python
kantord/
SeaGOAT

local-first semantic code search engine

1.3k93Python
endee-io/
endee

Endee.io – A high-performance vector database, designed to handle up to 1B vectors on a single node, delivering significant performance gains through optimized indexing and execution. Also available in cloud https://endee.io/

1.3k1.7kC++
StarlightSearch/
EmbedAnything

Highly Performant, Modular, Memory Safe and Production-ready Inference, Ingestion and Indexing built in Rust 🦀

1.3k139Rust
ClaudioDrews/
memory-os

A 7-layer memory operating system for Hermes Agent — persistent memory with Qdrant, structured facts, fabric recall, auto-curated wiki, and surgical context injection. Runs locally, any LLM provider.

1.3k119Python
zhu1090093659/
deepseek-pp

DeepSeek Web browser extension: AI agent workspace with MCP tools, memory, Skills, automation, web search, and conversation export.

1.2k161TypeScript
zilliztech/
VectorDBBench

Benchmark for vector databases.

1.1k404Python
Rath-Team/
OpenRath

An open-source, PyTorch-like runtime for dynamic multi-agent and multi-session workflows.

1.1k48Python
philippgille/
chromem-go

Embeddable vector database for Go with Chroma-like interface and zero third-party dependencies. In-memory with optional persistence.

1.0k70Go
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