cdcailf / cjkfold
Fold look-alike CJK glyphs (Kangxi radicals, CJK radical supplements) so text extracted from PDFs matches again.
cdcailf / cjkfold
ConardLi / garden-skills
ConardLi's open-source Skills collection, featuring web design, knowledge retrieval, image generation, and more.
NirDiamant / RAG_Techniques
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
Dong-Fang-Bu-Bai / btr-dualrag
Source code for BTR-dualRAG: Bioinformatics Tool Recommendation With Dual Retrieval-Augmented Generation
infiniflow / ragflow
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
pathwaycom / serviette
A no-code RAG server that keeps answers in sync with your documents. Works with 8 vector databases. Built on Pathway.
HKUDS / LightRAG
[EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation
VectifyAI / PageIndex
๐ PageIndex: Document Index for Vectorless, Reasoning-based RAG
microsoft / graphrag
A modular graph-based Retrieval-Augmented Generation (RAG) system
onyx-dot-app / onyx
Open Source AI Platform - AI Chat with advanced features that works with every LLM
oraios / serena
A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent
labring / FastGPT
FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration.
deepset-ai / haystack
Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.
HKUDS / RAG-Anything
"RAG-Anything: All-in-One RAG Framework"
huggingface / sentence-transformers
State-of-the-Art Embeddings, Retrieval, and Reranking
arc53 / DocsGPT
Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents.
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 databaseโ.
Unstructured-IO / unstructured
Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website to learn more about our enterprise grade Platform product for production grade workflows, partitioning, enrichments, chunking and embedding.
llmware-ai / llmware
Unified framework for building enterprise RAG pipelines with small, specialized models
StarTrail-org / LEANN
[MLsys2026 Best Paper]: https://arxiv.org/abs/2506.08276. RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.
neuml / txtai
๐ก All-in-one AI framework for semantic search, LLM orchestration and language model workflows
simular-ai / Agent-S
Agent S: an open agentic framework that uses computers like a human
MemTensor / MemOS
Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings and DeepSeek Harness support.
lancedb / lancedb
Developer-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less.
paradedb / paradedb
One Postgres for your application data, full-text search, vector retrieval, and aggregations. Home of the pg_search extension.
LearningCircuit / local-deep-research
~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents. Everything Local & Encrypted.
WangRongsheng / awesome-LLM-resources
๐งโ๐ ๅ จไธ็ๆๅฅฝ็LLM่ตๆๆป็ป๏ผๅคๆจกๆ็ๆใAgentใ่พ ๅฉ็ผ็จใAIๅฎก็จฟใๆฐๆฎๅค็ใๆจกๅ่ฎญ็ปใๆจกๅๆจ็ใo1 ๆจกๅใMCPใๅฐ่ฏญ่จๆจกๅใ่ง่ง่ฏญ่จๆจกๅ๏ผ | Summary of the world's best LLM resources.
Azure-Samples / azure-search-openai-demo
A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.
MinishLab / semble
Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read
PaddlePaddle / PaddleClas
A treasure chest for visual classification and recognition powered by PaddlePaddle
vitali87 / code-graph-rag
The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs
Marker-Inc-Korea / AutoRAG
Your Personal Librarian Agent. Ask anything on your computer, organize files, remember important info and files.
soruly / trace.moe
Timestamp Retrieval for Anime Clips Everywhere
feyninc / chonkie
๐ฆ CHONK docs with Chonkie โจ โ The lightweight ingestion library for fast, efficient and robust RAG pipelines
langflow-ai / openrag
OpenRAG is a comprehensive, single package Retrieval-Augmented Generation platform built on Langflow, Docling, and Opensearch.
CaviraOSS / LongMemory
Local persistent memory store for LLM applications including claude desktop, github copilot, codex, antigravity, etc.
CortexReach / memory-lancedb-pro
Enhanced LanceDB memory plugin for OpenClaw โ Hybrid Retrieval (Vector + BM25), Cross-Encoder Rerank, Multi-Scope Isolation, Management CLI
layumi / Person_reID_baseline_pytorch
:bouncing_ball_person: Pytorch ReID: A tiny, friendly, strong pytorch implement of person re-id / vehicle re-id baseline. Tutorial ๐https://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial
GiovanniPasq / agentic-rag-for-dummies
A modular Agentic RAG built with LangGraph โ learn Retrieval-Augmented Generation Agents in minutes.
mongodb-developer / GenAI-Showcase
MongoDB's Generative AI Showcase: an exhaustive collection of examples and sample applications covering Retrieval-Augmented Generation (RAG), AI agents, and industry-specific use cases.
bragai / bRAG-langchain
Everything you need to know to build your own RAG application
tigerless-labs / agent-memory
Long-term memory runtime for AI agents โ plain Markdown as the source of truth, local ranked retrieval, and an independent sleep-time Manage layer. Claude Code and Codex share one store. No API key.
langroid / langroid
Harness LLMs with Multi-Agent Programming
KittyKatt / screenFetch
Fetches system/theme information in terminal for Linux desktop screenshots.
TarrySingh / Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials
Synapsa Commons: free, hands-on AI courses that run anywhere (Colab, Kaggle, Binder, Codespaces, Jupyter). EU AI Act conformity evidence, model validation, predictive maintenance, document extraction, retrieval and RAG, AI agents and MCP, a simulated humanoid. Every lesson autograded. From the team building Synapsa.
MTG / essentia
C++ library for audio and music analysis, description and synthesis, including Python bindings
morphik-org / morphik-core
Open-source multimodal retrieval engine (Morphik Core)
RUC-NLPIR / FlashRAG
โกFlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)
apache / lucene
Apache Lucene open-source search software
ashvardanian / StringZilla
Up to 100x faster strings for C, C++, CUDA, Python, Rust, Swift, JS, & Go, leveraging NEON, AVX2, AVX-512, SVE, GPGPU, & SWAR to accelerate search, hashing, sorting, edit distances, sketches, and memory ops ๐ฆ
embeddings-benchmark / mteb
MTEB: State-of-the-art evaluation of embeddings across languages and modalities
superlinked / sie
Open-source inference server and production cluster for all the models your agent needs.
qdrant / fastembed
Fast, Accurate, Lightweight Python library to make State of the Art Embedding
MemMachine / MemMachine
Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation autonomous systems.
swirlai / swirl-search
AI Search & RAG Without Moving Your Data. Get instant answers from your company's knowledge across 100+ apps while keeping data secure. Deploy in minutes, not months.
illuin-tech / colpali
The code used to train and run inference with the ColVision models, e.g. ColPali, ColQwen2, and ColSmol.
dzhng / jevgrep
Find code by asking what it does. A CLI for coding agents that uses Jev to discover relevant files and source context.
jgravelle / jcodemunch-mcp
Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens saved.
genieincodebottle / generative-ai
Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding preparation.
Zleap-AI / SAG
A new SOTA for RAG โ an original retrieval architecture and an open-source knowledge base for humans and agents.