vector-database | Topic | Ecosyste.ms: Repos

Topic: "vector-database"

meilisearch/meilisearch

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

Language: Rust - Size: 82.2 MB - Last synced at: 2 days ago - Pushed at: 3 days ago - Stars: 55,070 - Forks: 2,310

Mintplex-Labs/anything-llm

The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more.

Language: JavaScript - Size: 50.4 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 52,105 - Forks: 5,590

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.

Language: Jupyter Notebook - Size: 59.6 MB - Last synced at: 12 days ago - Pushed at: 16 days ago - Stars: 47,753 - Forks: 1,222

run-llama/llama_index

LlamaIndex is the leading framework for building LLM-powered agents over your data.

Language: Python - Size: 362 MB - Last synced at: 4 days ago - Pushed at: 6 days ago - Stars: 45,922 - Forks: 6,651

milvus-io/milvus

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

Language: Go - Size: 244 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 41,613 - Forks: 3,705

qdrant/qdrant

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

Language: Rust - Size: 39.2 MB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 27,733 - Forks: 1,942

chroma-core/chroma

Open-source search and retrieval database for AI applications.

Language: Rust - Size: 820 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 25,080 - Forks: 1,977

weaviate/weaviate

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database.

Language: Go - Size: 984 MB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 15,267 - Forks: 1,161

neuml/txtai

💡 All-in-one open-source AI framework for semantic search, LLM orchestration and language model workflows

Language: Python - Size: 53.5 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 11,902 - Forks: 766

topoteretes/cognee

Memory for AI Agents in 6 lines of code

Language: Python - Size: 115 MB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 10,411 - Forks: 955

Olow304/memvid

Video-based AI memory library. Store millions of text chunks in MP4 files with lightning-fast semantic search. No database needed.

Language: Python - Size: 10.3 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 10,129 - Forks: 850

langchain4j/langchain4j

LangChain4j is an open-source Java library that simplifies the integration of LLMs into Java applications through a unified API, providing access to popular LLMs and vector databases. It makes implementing RAG, tool calling (including support for MCP), and agents easy. LangChain4j integrates seamlessly with various enterprise Java frameworks.

Language: Java - Size: 23.4 MB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 10,029 - Forks: 1,835

oramasearch/orama

🌌 A complete search engine and RAG pipeline in your browser, server or edge network with support for full-text, vector, and hybrid search in less than 2kb.

Language: TypeScript - Size: 129 MB - Last synced at: 3 days ago - Pushed at: 5 days ago - Stars: 10,021 - Forks: 373

oceanbase/oceanbase

The Fastest Distributed Database for Transactional, Analytical, and AI Workloads.

Language: C++ - Size: 829 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 9,819 - Forks: 1,848

databendlabs/databend

𝗔𝗜-𝗡𝗮𝘁𝗶𝘃𝗲 𝗗𝗮𝘁𝗮 𝗪𝗮𝗿𝗲𝗵𝗼𝘂𝘀𝗲. Blazing analytics, fast search, geo insights, vector AI. Built for multimodal analytics, Open-source Snowflake alternative. https://databend.com

Language: Rust - Size: 315 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 9,031 - Forks: 841

activeloopai/deeplake

Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai

Language: C++ - Size: 124 MB - Last synced at: 2 days ago - Pushed at: 3 days ago - Stars: 8,962 - Forks: 700

reorproject/reor

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

Language: JavaScript - Size: 93.7 MB - Last synced at: 16 days ago - Pushed at: 8 months ago - Stars: 8,410 - Forks: 516

lancedb/lancedb

Developer-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less.

Language: Rust - Size: 22.2 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 8,252 - Forks: 672

zilliztech/deep-searcher

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

Language: Python - Size: 16.8 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 7,153 - Forks: 690

MariaDB/server

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.

Language: C++ - Size: 1.48 GB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 6,816 - Forks: 1,905

vespa-engine/vespa

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

Language: Java - Size: 449 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 6,679 - Forks: 686

postgresml/postgresml

Postgres with GPUs for ML/AI apps.

Language: Rust - Size: 425 MB - Last synced at: 27 days ago - Pushed at: 6 months ago - Stars: 6,631 - Forks: 352

RediSearch/RediSearch

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

Language: C - Size: 62.8 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 6,026 - Forks: 568

airweave-ai/airweave

Context retrieval for AI agents across apps and databases

Language: Python - Size: 123 MB - Last synced at: 4 days ago - Pushed at: 6 days ago - Stars: 5,370 - Forks: 646

firebase/genkit

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

Language: TypeScript - Size: 191 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 5,238 - Forks: 612

yichuan-w/LEANN

RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.

Language: Python - Size: 76.7 MB - Last synced at: 3 days ago - Pushed at: 5 days ago - Stars: 5,100 - Forks: 517

zilliztech/claude-context

Code search MCP for Claude Code. Make entire codebase the context for any coding agent.

Language: TypeScript - Size: 7.4 MB - Last synced at: 3 days ago - Pushed at: 3 months ago - Stars: 4,816 - Forks: 440

volcengine/MineContext

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

Language: Python - Size: 27.9 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 4,569 - Forks: 324

crate/crate

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.

Language: Java - Size: 164 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 4,346 - Forks: 582

infiniflow/infinity

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

Language: C++ - Size: 74.9 MB - Last synced at: 1 day ago - Pushed at: 3 days ago - Stars: 4,276 - Forks: 406

HelixDB/helix-db

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

Language: Rust - Size: 22 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 3,488 - Forks: 178

pinecone-io/examples

Jupyter Notebooks to help you get hands-on with Pinecone vector databases

Language: Jupyter Notebook - Size: 340 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 2,928 - Forks: 1,066

CaviraOSS/OpenMemory

Local persistent memory store for LLM applications including claude desktop, github copilot, codex, antigravity, etc.

Language: TypeScript - Size: 1.63 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 2,705 - Forks: 307

pingcap/autoflow

pingcap/autoflow is a Graph RAG based and conversational knowledge base tool built with TiDB Serverless Vector Storage. Demo: https://tidb.ai

Language: TypeScript - Size: 6.04 MB - Last synced at: 3 days ago - Pushed at: 6 days ago - Stars: 2,693 - Forks: 165

zilliztech/attu

The Best GUI for Milvus

Size: 29.4 MB - Last synced at: 17 days ago - Pushed at: 20 days ago - Stars: 2,456 - Forks: 186

milvus-io/bootcamp

Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.

Language: Jupyter Notebook - Size: 115 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 2,267 - Forks: 652

vearch/vearch

Distributed vector search for AI-native applications

Language: Go - Size: 36.2 MB - Last synced at: 7 days ago - Pushed at: 9 days ago - Stars: 2,249 - Forks: 353

Mintplex-Labs/vector-admin

The universal tool suite for vector database management. Manage Pinecone, Chroma, Qdrant, Weaviate and more vector databases with ease.

Language: TypeScript - Size: 12.6 MB - Last synced at: 12 days ago - Pushed at: 8 months ago - Stars: 2,116 - Forks: 344

tensorchord/pgvecto.rs

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

Language: Rust - Size: 3.25 MB - Last synced at: 7 months ago - Pushed at: 10 months ago - Stars: 2,059 - Forks: 76

featureform/featureform

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

Language: Go - Size: 217 MB - Last synced at: 8 days ago - Pushed at: 6 months ago - Stars: 1,959 - Forks: 101

matrixorigin/matrixone

MySQL-compatible HTAP database with Git for Data, vector search, and fulltext search. Cloud-native, AI-ready

Language: Go - Size: 147 MB - Last synced at: 1 day ago - Pushed at: 3 days ago - Stars: 1,874 - Forks: 286

oceanbase/seekdb

The AI-Native Search Database. Unifies vector, text, structured and semi-structured data in a single engine, enabling hybrid search and in-database AI workflows.

Language: C++ - Size: 88.6 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1,834 - Forks: 143

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.

Language: Java - Size: 30.8 MB - Last synced at: about 12 hours ago - Pushed at: about 18 hours ago - Stars: 1,691 - Forks: 266

peremartra/Large-Language-Model-Notebooks-Course

Practical course about Large Language Models.

Language: Jupyter Notebook - Size: 17.5 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1,691 - Forks: 422

neural-maze/ava-whatsapp-agent-course

Meet Ava, the WhatsApp Agent

Language: Python - Size: 25.5 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1,529 - Forks: 389

pixeltable/pixeltable

Pixeltable — Data Infrastructure providing a declarative, incremental approach for multimodal AI workloads.

Language: Python - Size: 262 MB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 1,504 - Forks: 189

superlinked/superlinked

Superlinked is a Python framework for AI Engineers building high-performance search & recommendation applications that combine structured and unstructured data.

Language: Jupyter Notebook - Size: 140 MB - Last synced at: 14 days ago - Pushed at: 15 days ago - Stars: 1,452 - Forks: 110

tensorchord/VectorChord

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

Language: Rust - Size: 1.58 MB - Last synced at: 7 days ago - Pushed at: 9 days ago - Stars: 1,439 - Forks: 48

neuron-core/neuron-ai

The PHP Agentic Framework to build production-ready AI driven applications. Connect components (LLMs, vector DBs, memory) to agents that can interact with your data. With its modular architecture it's best suited for building RAG, multi-agent workflows, or business process automations.

Language: PHP - Size: 20 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1,405 - Forks: 155

LLPhant/LLPhant

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

Language: PHP - Size: 1.95 MB - Last synced at: 7 days ago - Pushed at: 10 days ago - Stars: 1,391 - Forks: 144

juji-io/datalevin

A simple, fast and versatile Datalog database

Language: Clojure - Size: 63.6 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 1,328 - Forks: 76

milvus-io/pymilvus

Python SDK for Milvus Vector Database

Language: Python - Size: 7.24 MB - Last synced at: 4 days ago - Pushed at: 8 days ago - Stars: 1,317 - Forks: 391

kantord/SeaGOAT

local-first semantic code search engine

Language: Python - Size: 19.7 MB - Last synced at: 7 days ago - Pushed at: 10 days ago - Stars: 1,238 - Forks: 84

qdrant/qdrant-client

Python client for Qdrant vector search engine

Language: Python - Size: 6.64 MB - Last synced at: 18 days ago - Pushed at: 20 days ago - Stars: 1,164 - Forks: 180

parthsarthi03/raptor

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

Language: Python - Size: 816 KB - Last synced at: 9 months ago - Pushed at: over 1 year ago - Stars: 1,146 - Forks: 159

Open-Source-Legal/OpenContracts

Enterprise-grade and API-first LLM workspace for unstructured documents, including data extraction, redaction, rights management, prompt playground, and more!

Language: Python - Size: 137 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 1,111 - Forks: 115

pinecone-io/canopy 📦

Retrieval Augmented Generation (RAG) framework and context engine powered by Pinecone

Language: Python - Size: 9.08 MB - Last synced at: 6 months ago - Pushed at: about 1 year ago - Stars: 1,016 - Forks: 126

viddexa/autollm 📦

Ship RAG based LLM web apps in seconds.

Language: Python - Size: 257 KB - Last synced at: 5 days ago - Pushed at: almost 2 years ago - Stars: 1,001 - Forks: 98

doobidoo/mcp-memory-service

Stop re-explaining your project to AI every session. Automatic context memory for Claude, VS Code, Cursor, and 13+ AI tools.

Language: Python - Size: 10.7 MB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 977 - Forks: 156

zilliztech/VectorDBBench

Benchmark for vector databases.

Language: Python - Size: 3.04 MB - Last synced at: 12 days ago - Pushed at: 13 days ago - Stars: 963 - Forks: 300

weaviate/recipes

This repository shares end-to-end notebooks on how to use various Weaviate features and integrations!

Language: Jupyter Notebook - Size: 326 MB - Last synced at: 18 days ago - Pushed at: 20 days ago - Stars: 922 - Forks: 174

SkywalkerDarren/chatWeb

ChatWeb can crawl web pages, read PDF, DOCX, TXT, and extract the main content, then answer your questions based on the content, or summarize the key points.

Language: Python - Size: 98.6 KB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 910 - Forks: 137

PrithivirajDamodaran/FlashRank

Lite & Super-fast re-ranking for your search & retrieval pipelines. Supports SoTA Listwise and Pairwise reranking based on LLMs and cross-encoders and more. Created by Prithivi Da, open for PRs & Collaborations.

Language: Python - Size: 2.48 MB - Last synced at: 12 days ago - Pushed at: 3 months ago - Stars: 899 - Forks: 63

lancedb/vectordb-recipes

Resource, examples & tutorials for multimodal AI, RAG and agents using vector search and LLMs

Language: Jupyter Notebook - Size: 282 MB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 889 - Forks: 159

StarlightSearch/EmbedAnything

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

Language: Rust - Size: 39.2 MB - Last synced at: 2 days ago - Pushed at: 4 days ago - Stars: 885 - Forks: 82

epsilla-cloud/vectordb

Epsilla is a high performance Vector Database Management System

Language: C++ - Size: 1.54 MB - Last synced at: 23 days ago - Pushed at: 26 days ago - Stars: 867 - Forks: 42

NeumTry/NeumAI

Neum AI is a best-in-class framework to manage the creation and synchronization of vector embeddings at large scale.

Language: Python - Size: 3.83 MB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 864 - Forks: 50

pchunduri6/rag-demystified

An LLM-powered advanced RAG pipeline built from scratch

Language: Python - Size: 5.6 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 769 - Forks: 46

pgalko/BambooAI

A Python library powered by Language Models (LLMs) for conversational data discovery and analysis.

Language: Python - Size: 8.01 MB - Last synced at: 18 days ago - Pushed at: 21 days ago - Stars: 751 - Forks: 81

danny-avila/rag_api

ID-based RAG FastAPI: Integration with Langchain and PostgreSQL/pgvector

Language: Python - Size: 28.3 MB - Last synced at: 5 days ago - Pushed at: 8 days ago - Stars: 723 - Forks: 324

skyzh/write-you-a-vector-db

A Vector Database Tutorial (over CMU-DB's BusTub system)

Language: C++ - Size: 248 KB - Last synced at: 7 months ago - Pushed at: 11 months ago - Stars: 714 - Forks: 19

stoyan-stoyanov/llmflows

LLMFlows - Simple, Explicit and Transparent LLM Apps

Language: Python - Size: 36.1 MB - Last synced at: 2 months ago - Pushed at: 10 months ago - Stars: 702 - Forks: 34

ArcadeData/arcadedb

ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a conceptual fork of OrientDB, the first Multi-Model DBMS. ArcadeDB supports Vector Embeddings.

Language: Java - Size: 33.9 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 642 - Forks: 85

philippgille/chromem-go

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

Language: Go - Size: 420 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 637 - Forks: 45

jina-ai/vectordb

A Python vector database you just need - no more, no less.

Language: Python - Size: 1.22 MB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 633 - Forks: 49

Bessouat40/RAGLight

RAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It makes it easy to plug in different LLMs, embeddings, and vector stores, and now includes seamless MCP integration to connect external tools and data sources.

Language: Python - Size: 14.2 MB - Last synced at: 7 days ago - Pushed at: 8 days ago - Stars: 613 - Forks: 98

neonwatty/meme-search

The open source Meme Search Engine and Finder. Free and built to self-host locally with Python, Ruby, and Docker.

Language: HTML - Size: 14.6 MB - Last synced at: 18 days ago - Pushed at: 21 days ago - Stars: 613 - Forks: 23

llm-tools/embedJs

A NodeJS RAG framework to easily work with LLMs and embeddings

Language: TypeScript - Size: 3.6 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 587 - Forks: 71

elastic/mcp-server-elasticsearch

Language: Rust - Size: 314 KB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 573 - Forks: 118

liyupi/yu-ai-agent

编程导航 2025 年 AI 开发实战新项目，基于 Spring Boot 3 + Java 21 + Spring AI 构建 AI 恋爱大师应用和 ReAct 模式自主规划智能体YuManus，覆盖 AI 大模型接入、Spring AI 核心特性、Prompt 工程和优化、RAG 检索增强、向量数据库、Tool Calling 工具调用、MCP 模型上下文协议、AI Agent 开发（Manas Java 实现）、Cursor AI 工具等核心知识。用一套教程将程序员必知必会的 AI 技术一网打尽，帮你成为 AI 时代企业的香饽饽，给你的简历和求职大幅增加竞争力。

Language: Java - Size: 122 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 572 - Forks: 110