vector-database
91 projects share this GitHub topic
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🧬 Members
anything-llm
Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent…
★ 65.4k
llm-app
Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data.…
★ 59k
llama_index
LlamaIndex is the leading document agent and OCR platform
★ 51.9k
milvus
Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
★ 45.9k
PageIndex
📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG
★ 35.5k
cognee
Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory…
★ 30.4k
RAG_Techniques
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each…
★ 29.3k
memvid
Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give…
★ 16.5k
langchain4j
LangChain4j is an idiomatic, open-source Java library for building LLM-powered applications on the JVM. It…
★ 13k
txtai
💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows
★ 12.9k
LEANN
[MLsys2026 Best Paper]: https://arxiv.org/abs/2506.08276. RAG on Everything with LEANN. Enjoy 97% storage…
★ 12.9k
claude-context
Code search MCP for Claude Code. Make entire codebase the context for any coding agent.
★ 12.5k
deeplake
Deeplake is AI Data Runtime for Agents. It provides serverless postgres with a multimodal datalake, enabling…
★ 9.2k
deep-searcher
Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python.
★ 8.2k
honcho
Memory library for building stateful agents
★ 7k
postgresml
Postgres with GPUs for ML/AI apps.
★ 6.8k
genkit
Open-source framework for building agentic apps in JavaScript, Go, Dart, and Python, built and used in…
★ 6.4k
infinity
The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector,…
★ 4.7k
LongMemory
Local persistent memory store for LLM applications including claude desktop, github copilot, codex,…
★ 4.5k · GitHub ↗
OpenMemory
Local persistent memory store for LLM applications including claude desktop, github copilot, codex,…
★ 4.5k
SocratiCode
Enterprise-grade (40m+ LOC) codebase intelligence, zero-setup, local & private Plugin/Skill/Extension or MCP:…
★ 3.3k
attu
The Best GUI for Milvus
★ 3k
examples
Jupyter Notebooks to help you get hands-on with Pinecone vector databases
★ 3k
knowhere
Knowhere extracts, parses, and outputs structured chunks ready for AI Agents and RAG.
★ 2.8k
bootcamp
Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video…
★ 2.4k
VCPToolBox
★ 2.3k
JustHireMe
Local-first AI job intelligence workbench for scraping roles, ranking fit, and generating tailored…
★ 2.2k
pgvecto.rs
Scalable, Low-latency and Hybrid-enabled Vector Search in Postgres. Revolutionize Vector Search, not Database.
★ 2.2k
neuron-ai
The Agentic Framework of the PHP ecosystem to build production-ready AI driven applications. Connect…
★ 2.1k
mcp-memory-service
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API +…
★ 1.9k
SeekStorm
SeekStorm: vector & lexical search - in-process library & multi-tenancy server, in Rust.
★ 1.9k
matrixone
AI-native HTAP database with Git-for-Data and built-in vector search, serving as the data and memory backbone…
★ 1.9k
Large-Language-Model-Notebooks-Course
Practical course about Large Language Models.
★ 1.8k
raptor
The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval
★ 1.8k
VectorChord
Scalable, fast, and disk-friendly vector search in Postgres, the successor of pgvecto.rs.
★ 1.7k
LLPhant
LLPhant - A comprehensive PHP Generative AI Framework using OpenAI GPT 4. Inspired by Langchain
★ 1.7k
ava-whatsapp-agent-course
Meet Ava, the WhatsApp Agent
★ 1.7k
pixeltable
Unified multimodal backend for AI data apps
★ 1.6k
OpenContracts
The open document intelligence platform for builders and hackers - DMS for the agentic world
★ 1.5k
memory-os
A 7-layer memory operating system for Hermes Agent — persistent memory with Qdrant, structured facts,…
★ 1.3k
qdrant-client
Python client for Qdrant vector search engine
★ 1.3k
EmbedAnything
Highly Performant, Modular, Memory Safe and Production-ready Inference, Ingestion and Indexing built in Rust…
★ 1.3k
SeaGOAT
local-first semantic code search engine
★ 1.3k
VectorDBBench
Benchmark for vector databases.
★ 1.1k
vectordb-recipes
Resource, examples & tutorials for multimodal AI, RAG and agents using vector search and LLMs
★ 970
Multi-Agent-Medical-Assistant
⚕️GenAI powered multi-agentic medical diagnostics and healthcare research assistance chatbot. 🏥…
★ 965
Agent_Memory_Techniques
Agent memory for LLMs: 30 runnable Jupyter notebooks covering conversation buffers, vector stores, knowledge…
★ 946
recipes
This repository shares end-to-end notebooks on how to use various Weaviate features and integrations!
★ 945
selfhost-ai
🚀 Self-hosted AI automation platform. Deploy n8n, Ollama, Flowise, RAG, Supabase & 30+ tools with one…
★ 921
OpenSwarm
OpenSwarm — Autonomous AI dev team orchestrator powered by Claude Code CLI. Discord control, Linear…
★ 840
iai-personal-memory-engine
A cyber brain for your AI. It never forgets a detail, remembers exactly what you said, and learns how you…
★ 829
Wax
Shared Single-file memory layer for all your agents, sub mili-second RAG over text, photo and video on Apple…
★ 790
BambooAI
A Python library powered by Language Models (LLMs) for conversational data discovery and analysis.
★ 786
write-you-a-vector-db
A Vector Database Tutorial (over CMU-DB's BusTub system)
★ 762
mcp-server-elasticsearch
★ 696
vectordb
A Python vector database you just need - no more, no less.
★ 650
embedJs
A NodeJS RAG framework to easily work with LLMs and embeddings
★ 601
Compartment
Encrypted, fully offline agentic memory. One click install, GUI w/ memory map, all OS and agents. Superior…
★ 586
aisearch-openai-rag-audio
A simple example implementation of the VoiceRAG pattern to power interactive voice generative AI experiences…
★ 564
unbody
The Supabase of AI era. A modular, open-source backend for building AI-native software — designed for…
★ 524
agency
🕵️♂️ Library designed for developers eager to explore the potential of Large Language Models…
★ 514
GradCache
Run Effective Large Batch Contrastive Learning Beyond GPU/TPU Memory Constraint
★ 446
redis-vl-python
Redis Vector Library (RedisVL) -- the AI-native Python client for Redis.
★ 424
ai-powered-search
The codebase for the book "AI-Powered Search" (Manning Publications, 2025) and associated "AI-Powered Search:…
★ 404
vector-db-benchmark
Framework for benchmarking vector search engines
★ 368
shopkeeper-agent
📊 电商数仓智能问数 AI Agent，最适合用于系统学习 LangGraph 的实战项目：基于…
★ 335
weaviate-examples
Weaviate vector database – examples
★ 332
langconnect-client
A Modern GUI Interface for Vector Database Management(Supports MCP integration)
★ 327
Afterglow
使用社交软件聊天记录结合向量数据库让AI更好的扮演对方的角色，在不微调模型的…
★ 283
knowledge-rag
Local RAG MCP server for Claude Code — hybrid search (semantic + BM25), cross-encoder reranking, 13 MCP…
★ 262
vector-graph-rag
Graph RAG with pure vector search, achieving SOTA performance in multi-hop reasoning scenarios.
★ 244
uteke
🧠 The Brain for Your AI — Local-first memory engine for AI agents. Store, recall, and search memories…
★ 236
flowflow
Agentic Voice Notes for iPhone and macOS - Rust, Dioxus, LanceDB + RIG + SQLite
★ 165
VectorRAG.Net
VectorRAG.Net is a .NET-native high-performance vector database library for semantic search and RAG…
★ 163
lucid-memory
Memory for AI that works like yours—local, instant, persistent. 13x faster than Pinecone, 5x leaner than…
★ 159
rag-interview-system
A complete collection of RAG interview questions, answers (548 questions & 41 RAG types), system design…
★ 135
vektori
Memory that remembers the story not just the facts. File System Memory and Three layer sentence graph for AI…
★ 134
mfs
A context harness for AI agents: all your scattered context — code, memory, docs, databases, SaaS — in…
★ 133
ESEILANE
High-performance Knowledge Graph engine for AI, LLMs, and GraphRAG — built for the next generation of…
★ 127
OneRAG
Production-ready RAG Framework (Python/FastAPI). 1-line config swaps: 6 Vector DBs (Weaviate, Pinecone,…
★ 124
mentedb
A cognition aware database engine for AI agent memory. Purpose built in Rust with WAL, HNSW, knowledge…
★ 116
continuum
Shared memory + orchestration for your coding agents — one MCP server, persistent vector memory, agent…
★ 109
gibram
GibRAM is an in-memory knowledge graph server designed for retrieval augmented generation (RAG / GraphRAG)…
★ 105
llmaker
Selfhost modern LLM stacks. Run the whole fleet from your terminal
★ 102
rag.computer
Self-hostable RAG platform - document ingestion, embedding, and vector search behind a simple REST API
★ 99
AI-Engineer
AI Engineering Specially Topics- Agentic AI & GenAI Explanation
★ 99
LodeDB
World's fastest and most compact embedded vector database: exact by default, multimodal, local-first, and…
★ 98
kyros-ai
Kyros — The Memory OS for AI Agents Give your AI agents secure, self-correcting, persistent memory in 3…
★ 96
vecdb-python-sdk
Python SDK for vector search, semantic search, RAG, embeddings, and AI agents on Oracle AI Database
★ 65
ai-engineering-playbook
A zero-to-100 learning path for applied AI engineering — RAG, embeddings, vector search, agents, MCP, and…
★ 58
FerryAI
Native AI inference for PHP 8.3+ - run ONNX, GGUF (llama.cpp) and RubixML models directly in your PHP process…
★ 41
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