Trending AI repositories

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/

StarlightSearch/

EmbedAnything

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

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.

zilliztech/

VectorDBBench

Benchmark for vector databases.

philippgille/

chromem-go

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

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.

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.

lancedb/

vectordb-recipes

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

weaviate/

recipes

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

souvikmajumder26/

Multi-Agent-Medical-Assistant

⚕️GenAI powered multi-agentic medical diagnostics and healthcare research assistance chatbot. 🏥 Designed for healthcare professionals, researchers and patients.

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.

kossakovsky/

selfhost-ai

🚀 Self-hosted AI automation platform. Deploy n8n, Ollama, Flowise, RAG, Supabase & 30+ tools with one command. Auto HTTPS. Free Zapier/Make alternative.

epsilla-cloud/

vectordb

Epsilla is a high performance Vector Database Management System

NeumTry/

NeumAI

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

danny-avila/

rag_api

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

pchunduri6/

rag-demystified

An LLM-powered advanced RAG pipeline built from scratch

orneryd/

NornicDB

Nornicdb is a distributed low-latency, Graph+Vector, Temporal MVCC with all sub-ms HNSW search, graph traversal, and writes. Using Neo4j Bolt/Cypher and qdrant's gRPC means you can switch with no changes while adding intelligent features like schemas, managed embeddings, reranking+llm, GPU accel, Auto-TLP, Policy-based Memory Decay, and MCP server.

unohee/

OpenSwarm

OpenSwarm — Autonomous AI dev team orchestrator powered by Claude Code CLI. Discord control, Linear integration, cognitive memory.

pgalko/

BambooAI

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

verygoodplugins/

automem

AutoMem is a graph-vector memory service that gives AI assistants durable, relational memory:

NirDiamant/

Agent_Memory_Techniques

Agent memory for LLMs: 30 runnable Jupyter notebooks covering conversation buffers, vector stores, knowledge graphs, episodic and semantic memory, MemGPT, Mem0, Letta, Zep, Graphiti, LoCoMo benchmarks, and production patterns.

christopherkarani/

Wax

Single-file memory layer for AI agents, sub mili-second RAG on Apple Silicon. Metal Optimized On-Device. No Server. No API. One File. Pure Swift

skyzh/

write-you-a-vector-db

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

liyupi/

ai-code-helper

2025 年 AI 编程助手实战项目（作者：程序员鱼皮），基于 Spring Boot 3.5 + Java 21 + LangChain4j + AI 构建智能编程学习与求职辅导机器人，覆盖 AI 大模型接入、LangChain4j 核心特性、流式对话、Prompt 工程、RAG 检索增强、向量数据库、Tool Calling 工具调用、MCP 模型上下文协议、Web 爬虫、安全防护、Vue.js 前端开发、SSE 服务端推送等企业级 AI 应用开发技术。帮助开发者掌握 AI 时代必备技能，熟悉 LangChain 框架，提升编程学习效率和求职竞争力，成为企业需要的 AI 全栈开发人才。

stoyan-stoyanov/

llmflows

LLMFlows - Simple, Explicit and Transparent LLM Apps

neonwatty/

meme-search

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

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.

jina-ai/

vectordb

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

llm-tools/

embedJs

A NodeJS RAG framework to easily work with LLMs and embeddings