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RAG & Vector

Explore 127 open source projects in RAG & Vector

Showing 1-20 of 127 projects

langgenius/dify

Dify is an open-source platform for developing LLM applications with agentic workflows, RAG pipelines, and model management.

131.3K
Active
TypeScript
MCP Servers
Agents & Orchestration
TypeScript
#agentic-workflow#RAG#LLM

Shubhamsaboo/awesome-llm-apps

Curated list of LLM apps with agents and RAG

99.8K
Active
Python
Agents & Orchestration
RAG & Vector
#llm#agents#rag

fighting41love/funNLP

Comprehensive Chinese NLP resource collection for developers

79.2K
Archived
Python
LLM Frameworks
RAG & Vector
Python
#nlp#chinese-nlp#ai-resources

infiniflow/ragflow

RAGFlow is an open-source RAG engine with agent capabilities for LLM context layering

74.2K
Active
Python
MCP Servers
Agents & Orchestration
Python
#ragflow#rag-engine#agent-ai

dair-ai/Prompt-Engineering-Guide

Comprehensive guide to prompt engineering, RAG, and AI agents for developers

71.1K
Active
MDX
Agents & Orchestration
RAG & Vector
#prompt-engineering#ai-agents#rag

unclecode/crawl4ai

LLM-friendly web crawler & scraper for RAG, agents, and data pipelines

61.4K
Active
Python
RAG & Vector
CLI Tools
Python
#web-crawler#llm-ready#markdown

zylon-ai/private-gpt

PrivateGPT enables private document interaction with GPT without data leaks.

57.1K
Archived
Python
RAG & Vector
LLM Wrappers & SDKs
Python
#private-gpt#llm#rag

pathwaycom/llm-app

AI pipelines for RAG, enterprise search, and document indexing with real-time data sync

56.2K
Stable
Jupyter Notebook
RAG & Vector
LLM Frameworks
Jupyter Notebook
#ai-pipelines#rag#llm

milvus-io/milvus

High-performance vector database for AI apps

43.1K
Active
Go
Vector Databases
RAG & Vector
#vector-database#cloud-native#ai-search

siyuan-note/siyuan

Privacy-first, self-hosted knowledge management with markdown and AI integrations

41.7K
Active
TypeScript
Full-Stack Frameworks
RAG & Vector
Electron
#knowledge-base#markdown#local-first

facebookresearch/faiss

Faiss is a library for efficient similarity search and clustering of dense vectors, supporting CPU and GPU acceleration.

39.3K
Active
C++
RAG & Vector
Vector Databases
#similarity-search#vector-clustering#dense-vectors

QuivrHQ/quivr

Opiniated RAG for GenAI integration in apps

39.0K
Experimental
Python
RAG & Vector
Vector Databases
Python
#ai#rag#vector-database

chatchat-space/Langchain-Chatchat

RAG & Agent app for LLMs with local knowledge base support

37.4K
Stable
Python
RAG & Vector
Agents & Orchestration
LangChain
#RAG#Agent#LLM

anthropics/claude-cookbooks

Cookbook for using Claude with code examples and guides

34.2K
Active
Jupyter Notebook
Agents & Orchestration
RAG & Vector
#claude#ai-sdk#prompt-engineering

microsoft/graphrag

GraphRAG is a modular system for enhancing LLM outputs using knowledge graphs from unstructured text.

31.2K
Active
Python
RAG & Vector
RAG Frameworks
Python
#graphrag#llm#rag

ItzCrazyKns/Perplexica

AI-powered answering engine with local LLM support and private web search

31.2K
Stable
TypeScript
Agents & Orchestration
RAG & Vector
TypeScript
#ai-agents#ai-search-engine#rag

patchy631/ai-engineering-hub

Comprehensive AI engineering tutorials and projects for all skill levels

31.2K
Active
Jupyter Notebook
MCP Servers
Agents & Orchestration
#ai-engineering#llms#rag

qdrant/qdrant

Vector database for AI applications

29.3K
Active
Rust
Vector Databases
RAG & Vector
#vector-database#ai-search#embeddings-similarity

HKUDS/LightRAG

LightRAG is a fast and simple Retrieval-Augmented Generation (RAG) framework for efficient knowledge retrieval and generation.

29.0K
Active
Python
RAG & Vector
RAG Frameworks
Python
#RAG#retrieval-augmented-generation#knowledge-graph

stanford-oval/storm

LLM-powered knowledge curation system for generating research reports with citations

28.0K
Stable
Python
Agent Coordination
RAG & Vector
Python
#agentic-rag#deep-research#knowledge-curation
234567

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