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vector-database
103 projects tagged “vector-database” that gained the most stars yesterday
#8 · +1.2K · 1d ·GitHub

XERJ is the new way for AI to search data. Its autoindex capability activates agents to know your data without the token waste of grep and sed. One command indexes code, docs, logs and PDFs for search, RAG, security audits and agent memory, using 40x fewer tokens than grep.

Creator
xerj-org
Size
123.4 MB
Stars
6.9K
Age
3mo
Commits · 90 Days
#40 · +461 · 1d ·GitHub

🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems.

Creator
ruvnet
Size
640 MB
Stars
75.8K
Age
1y
Commits · 90 Days
#164 · +170 · 1d ·GitHub

Grok Mem is how Grok Bots remember. Sits next to Grok's own memory. Does not replace it.

Creator
thedotmack
Size
578.5 MB
Stars
101.3K
Age
1y
Commits · 90 Days
#167 · +169 · 1d ·GitHub

Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.

Creator
Tencent
Size
210.4 MB
Stars
34.4K
Age
1y
Commits · 90 Days
#208 · +139 · 1d ·GitHub

100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.

Size
217 MB
Stars
142.1K
Updated
CommitOct 16
Age
2y
Commits · 90 Days
#265 · +108 · 1d ·GitHub

Open WebUI is a home for AI, a self-hosted AI platform that's extensible, feature-rich, user-friendly, and built to run entirely offline.

Creator
open-webui
Size
472.3 MB
Stars
155.9K
Age
3y
Commits · 90 Days
#290 · +99 · 1d ·GitHub

A super fast Graph Database uses GraphBLAS under the hood for its sparse adjacency matrix graph representation. Our goal is to provide the best Knowledge Graph for LLM (GraphRAG).

Creator
FalkorDB
Size
142.1 MB
Stars
10.3K
Age
3y
Commits · 90 Days
#331 · +87 · 1d ·GitHub

OpenViking is an open-source context database for AI agents. It stores memories, resources, and skills as one virtual filesystem under the viking:// protocol, so an agent browses its own context with ls, tree, and find instead of querying a black-box vector store.

Creator
volcengine
Size
372.1 MB
Stars
40.1K
Age
9mo
Commits · 90 Days
#342 · +84 · 1d ·GitHub

Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.

Creator
langgenius
Size
604.7 MB
Stars
158.7K
Age
3y
Commits · 90 Days
#381 · +75 · 1d ·GitHub

Are you frustrated with vector database retrieval accuracy for long and complex documents? Vector-based RAG retrieves by semantic similarity. But similarity ≠ relevance — what retrieval actually needs is relevance, and relevance requires reasoning.

Creator
VectifyAI
Size
29.1 MB
Stars
39.2K
Age
1y
Commits · 90 Days
#467 · +61 · 1d ·GitHub

The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.

Creator
mem0ai
Size
66.6 MB
Stars
67.3K
Age
3y
Commits · 90 Days
#485 · +59 · 1d ·GitHub

> Prefer to Clone Locally? > > This repository includes 50+ language translations which significantly increases the download size. To clone without translations, use sparse checkout: > > Bash / macOS / Linux: >

Creator
microsoft
Size
6.3 GB
Stars
121.5K
Updated
CommitOct 16
Age
3y
Commits · 90 Days
#496 · +58 · 1d ·GitHub

5 — A content workspace you point at any folder, one exec tool for every language, Mastery Path modes that gate its tools, and Settings that grades readiness.

Creator
HKUDS
Size
267.2 MB
Stars
41.5K
Age
9mo
Commits · 90 Days
#523 · +55 · 1d ·GitHub

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

Creator
infiniflow
Size
176.5 MB
Stars
92.4K
Age
2y
Commits · 90 Days
#568 · +51 · 1d ·GitHub

AnythingLLM: The all-in-one AI app you were looking for.

Size
92.8 MB
Stars
67.2K
Age
3y
Commits · 90 Days
#571 · +51 · 1d ·GitHub

Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory with small models for free

Size
266 MB
Stars
32.4K
Age
3y
Commits · 90 Days
#585 · +49 · 1d ·GitHub

The Postgres development platform. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.

Creator
supabase
Size
2.4 GB
Stars
111.7K
Age
7y
Commits · 90 Days
#599 · +48 · 1d ·GitHub

Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch ⚡ 🔍 ✨ Fast, typo tolerant, in-memory fuzzy Search Engine for building delightful search experiences

Creator
typesense
Size
14.5 MB
Stars
27K
Age
9y
Commits · 90 Days
#630 · +45 · 1d ·GitHub

Langflow is a powerful tool for building and deploying AI-powered agents and workflows.

Size
1.6 GB
Stars
155.8K
Age
3y
Commits · 90 Days
#692 · +41 · 1d ·GitHub

An Open Source implementation of Notebook LM with more flexibility and features

Creator
lfnovo
Size
13.9 MB
Stars
40.3K
Age
1y
Commits · 90 Days
#759 · +37 · 1d ·GitHub

This repository is a comprehensive collection of 132 projects, tutorials, and recipes for building powerful LLM-powered applications, including text agents, voice assistants, RAG apps, and MCP-backed tools.

Creator
Arindam200
Size
491.6 MB
Stars
16.2K
Updated
CommitOct 09
Age
1y
Commits · 90 Days
#841 · +33 · 1d ·GitHub

🔍大模型应用开发实战一:RAG 技术全栈指南,在线阅读地址:

Size
82.1 MB
Stars
12.2K
Updated
CommitSep 30
Age
1y
Commits · 90 Days
#1065 · +25 · 1d ·GitHub

🚀 2026 最系统的 AI Agent 速成指南|智能体实战教程 · 完整学习路径 + 实战项目 + 面试题库 · 对标大模型应用开发工程师岗位 · 覆盖LangChain / LangGraph / Coze / Dify / MCP / skills / LLM / RAG / 提示词 · 企业级部署与微调 · 从0到企业级落地 + 从学习到上线项目 + 面试准备一体化

Creator
didilili
Size
699.3 MB
Stars
5.4K
Updated
CommitOct 14
Age
8mo
Commits · 90 Days
#1137 · +23 · 1d ·GitHub

Comprehensive open-source library of AI research and engineering skills for any AI model. Package the skills and your claude code/codex/gemini agent will be an AI research agent with full horsepower. Maintained by Orchestra Research.

Size
20.7 MB
Stars
13.6K
Age
11mo
Commits · 90 Days
#1157 · +22 · 1d ·GitHub

For developers, who are building real-time data-driven applications, Redis is the preferred, fastest, and most feature-rich cache, data structure server, and document and vector query engine.

Creator
redis
Size
213.4 MB
Stars
76.9K
Age
17y
Commits · 90 Days
#1167 · +22 · 1d ·GitHub

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

Creator
qdrant
Size
71.3 MB
Stars
35.1K
Age
6y
Commits · 90 Days
#1205 · +21 · 1d ·GitHub

LlamaIndex OSS (by LlamaIndex) is an open-source framework to build agentic applications. Parse is our enterprise platform for agentic OCR, parsing, extraction, indexing and more.

Creator
run-llama
Size
486.1 MB
Stars
52.5K
Age
3y
Commits · 90 Days
#1242 · +21 · 1d ·GitHub

Self-hosted Cloudflare Workers-compatible platform with Workers、KV、D1、R2、DO、Queues、Workflows、Cron、Cache、Images、Vectorize、AI Search、Artifacts、Static Assets、Service Bindings、Dynamic Workers、LogTail、Gateway in one Rust binary.

Creator
elliothux
Size
84.3 MB
Stars
2K
Age
1mo
Commits · 90 Days
#1293 · +20 · 1d ·GitHub

MemOS is a Memory Operating System for LLMs and AI agents that unifies store / retrieve / manage for long-term memory, enabling context-aware and personalized interactions with KB, multi-modal, tool memory, and enterprise-grade optimizations built in.

Creator
MemTensor
Size
72.2 MB
Stars
11.9K
Age
1y
Commits · 90 Days
#1316 · +19 · 1d ·GitHub

The best-benchmarked open-source AI memory system. And it's free.

Creator
MemPalace
Size
31.9 MB
Stars
59.6K
Age
6mo
Commits · 90 Days