Global

vector-search
74 projects tagged “vector-search” 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 (1974 tool). 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
127.6 MB
Stars
7.8K
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
#136 · +215 · 1d ·GitHub

Search your computer by what's in your files: photos, PDFs, documents, recordings, videos and code. On-device on Mac, Windows and Linux, built on Google DeepMind's EmbeddingGemma 2.

Creator
ARahim3
Size
12.3 MB
Stars
4.6K
Age
9d
Commits · 90 Days
#173 · +171 · 1d ·GitHub

TencentDB Agent Memory is a team-level memory hub for AI Agents — turning conversations, docs, and code into four reusable memory assets (Chat Memory, Skill, LLM-Wiki, Code-Graph) that are governed, shared, and equipped across agents and frameworks.

Size
63.5 MB
Stars
29.5K
Age
6mo
Commits · 90 Days
#177 · +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
210.7 MB
Stars
34.5K
Age
1y
Commits · 90 Days
#251 · +121 · 1d ·GitHub

MemoryBear is a next-generation AI memory system developed by RedBear AI. Its core breakthrough lies in moving beyond the limitations of traditional "static knowledge storage".

Size
123.7 MB
Stars
7.8K
Age
1y
Commits · 90 Days
#409 · +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
#410 · +75 · 1d ·GitHub

短剧、漫剧制作工具 Toonflow:开源 AI 视频创作平台,集成剧本创作、智能分镜、角色与场景资产管理、图像生成和视频生成。融合无限画布、AI Agent 与可视化工作流,支持本地部署、自选模型、跨平台客户端、MCP 与插件扩展。Open-source AI short drama and motion comic creation tool with an infinite canvas, AI agents, storyboarding, image and video generation.

Creator
HBAI-Ltd
Size
290 MB
Stars
18K
Age
8mo
Commits · 90 Days
#437 · +71 · 1d ·GitHub

In English: AIHOT (aihot.news) is an AI news site that collects from many sources, lets a language model filter and score every item twice, writes Chinese headlines and summaries, clusters reports of the same story into one event, ranks events by how many independent sources…

Creator
KKKKhazix
Size
13.7 MB
Stars
7.9K
Updated
CommitOct 17
Age
19d
Commits · 90 Days
#490 · +62 · 1d ·GitHub

Modern documents increasingly contain diverse multimodal content—text, images, tables, equations, charts, and multimedia—that traditional text-focused RAG systems cannot effectively process.

Creator
HKUDS
Size
4 MB
Stars
23.7K
Age
1y
Commits · 90 Days
#632 · +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
#924 · +31 · 1d ·GitHub

mini cli search engine for your docs, knowledge bases, meeting notes, whatever. Tracking current sota approaches while being all local

Creator
tobi
Size
8.5 MB
Stars
30.5K
Age
10mo
Commits · 90 Days
#1003 · +28 · 1d ·GitHub

Open Source AI Platform - AI Chat with advanced features that works with every LLM

Size
280.3 MB
Stars
32.5K
Age
3y
Commits · 90 Days
#1100 · +25 · 1d ·GitHub

The enterprise world model built by DeepLethe. It is the first open substrate for knowledge engineering that learns passively and governs itself.

Creator
deeplethe
Size
12.5 MB
Stars
8.4K
Updated
CommitOct 11
Age
2mo
Commits · 90 Days
#1194 · +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
#1204 · +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
#1358 · +19 · 1d ·GitHub

> Note: You can also use pip if you prefer, but uv is recommended for better performance and more reliable dependency management.

Creator
HKUDS
Size
114.9 MB
Stars
40.2K
Age
2y
Commits · 90 Days
#1365 · +19 · 1d ·GitHub

The AI harness to build tailored resumes for each job application with Claude, ChatGPT, DeepSeek, Kimi, GLM, Gemma, and other LLMs. Supports both local and remote LLMs.

Creator
srbhr
Size
172.2 MB
Stars
28.7K
Age
6y
Commits · 90 Days
#1507 · +17 · 1d ·GitHub

app and many hosted providers. There are also instructions for GitHub Actions.

Creator
pgvector
Size
2.2 MB
Stars
23.4K
Updated
CommitOct 01
Age
5y
Commits · 90 Days
#1511 · +17 · 1d ·GitHub

LLM Wiki is a cross-platform desktop application that turns your documents into an organized, interlinked knowledge base — automatically.

Creator
nashsu
Size
39.3 MB
Stars
20.7K
Age
6mo
Commits · 90 Days
#1760 · +14 · 1d ·GitHub

Dashboard 是个只读面板,能看项目状态、实体关系图、章节内容、伏笔和追读力数据。前端是预先打包好的,跟着插件一起发,本地不用跑 npm build。

Size
30.6 MB
Stars
7.5K
Age
9mo
Commits · 90 Days
#1925 · +12 · 1d ·GitHub

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

Creator
RyanCodrai
Size
9.3 MB
Stars
17.4K
Updated
CommitOct 06
Age
6mo
Commits · 90 Days
#1997 · +11 · 1d ·GitHub

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

Creator
milvus-io
Size
352.5 MB
Stars
46.4K
Age
7y
Commits · 90 Days
#2116 · +11 · 1d ·GitHub

Welcome developers, researchers, and enthusiasts to join the XRAG open-source project!

Creator
DocAILab
Size
16.2 MB
Stars
807
Age
2y
Commits · 90 Days
#2127 · +11 · 1d ·GitHub

Search code and documents in plain English. Runs locally.

Size
2.7 MB
Stars
309
Age
10d
Commits · 90 Days
#2135 · +10 · 1d ·GitHub

Elasticsearch is a distributed search and analytics engine, scalable data store and vector database optimized for speed and relevance on production-scale workloads. Elasticsearch is the foundation of Elastic's open Stack platform.

Creator
elastic
Size
1.7 GB
Stars
78.3K
Age
16y
Commits · 90 Days
#2298 · +9 · 1d ·GitHub

A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.

Size
90 MB
Stars
59.6K
Age
8y
Commits · 90 Days
#2578 · +8 · 1d ·GitHub

The end of web parsing. The beginning of scalable pixel-native search. link:

Size
46.9 MB
Stars
10.3K
Age
4mo
Commits · 90 Days
#2651 · +7 · 1d ·GitHub

An open-source engine that turns continuous content streams into search and monitoring. Durable ingestion, hybrid search, alerts, and plugins for formats, models and business rules.

Size
171.7 MB
Stars
39.6K
Age
3y
Commits · 90 Days
#2781 · +7 · 1d ·GitHub

Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read

Creator
MinishLab
Size
6.5 MB
Stars
6.2K
Age
6mo
Commits · 90 Days