resource: rag

229 resources, primary matches first, then adoption-weighted; health v2 shown.

Resource	Health v2	Stars	Maturity
langchain-ai/agents-from-scratch A tutorial repository and companion course from LangChain Academy that teaches how to build AI agents from scratch using LangGraph, culmina…	63	2156	active
LianjiaTech/BELLE BELLE is an open-source project providing Chinese-optimized instruction-tuned large language models, training data, and fine-tuning code bu…	21	8275	maintenance
huggingface/transformers.js-examples A collection of demos and example applications showcasing Hugging Face Transformers.js, which runs transformer models directly in the brows…	53	2087	active
safe-graph/graph-fraud-detection-papers A curated awesome-list of academic papers and resources on graph- and transformer-based fraud, anomaly, and outlier detection, organized by…	73	1889	active
tau-bench τ-Bench (tau2-bench) is a Python benchmark for evaluating LLM agents on tool-agent-user interaction in real-world domains like retail, airl…	79	1882	active
vstorm-co/full-stack-ai-agent-template A production-ready full-stack project generator that scaffolds FastAPI + Next.js 15 applications with AI agents, RAG pipelines, WebSocket s…	80	1856	active
thinkwee/AgentsMeetRL A curated awesome list of open-source repositories for training LLM agents with reinforcement learning, organized by taxonomy categories li…	62	1799	active
datawhalechina/deepagents-in-action An open-source Chinese-language course ('Deep Agents 实战') that teaches building production-grade AI agents with the LangChain/LangGraph Dee…	58	1790	active
neural-maze/ava-whatsapp-agent-course Ava is a course project and codebase for building a WhatsApp AI agent that chats realistically, understands voice and images, and replies w…	43	1673	active
tencent-ailab/persona-hub PersonaHub is Tencent AI Lab's collection of 1 billion diverse personas plus code for persona-driven synthetic data creation with LLMs. It …	27	1642	active
modelscope/modelscope-classroom ModelScope Classroom is a collection of deep learning and large language model tutorials from the ModelScope community, delivered as Jupyte…	61	1482	active
elicit/machine-learning-list A curated, tiered reading list and curriculum for learning machine learning with a focus on language models and foundation models, from fun…	49	1464	active
groq/groq-api-cookbook A collection of tutorials, sample code, and guidelines for building applications with the Groq API, maintained as Jupyter Notebook examples…	69	1418	active
no-magic-ai/no-magic A curated collection of 48 single-file, zero-dependency Python implementations of core AI algorithms, from GPT and LSTM to LoRA, quantizati…	67	1410	active
lvgalvao/data-engineering-roadmap The official repository of a professional training program in Data Engineering and AI (university extension) by Jornada de Dados. It contai…	63	1394	active
philschmid/deep-learning-pytorch-huggingface A collection of Jupyter notebook tutorials and examples for deep learning with PyTorch and Hugging Face libraries like Transformers, Datase…	35	1392	active
philschmid/gemini-samples A collection of Jupyter notebook samples, snippets, and guides demonstrating how to use Google DeepMind Gemini models. It covers function c…	52	1372	active
OpenDriveLab/DriveLM DriveLM is a research project and dataset for autonomous driving built around Graph Visual Question Answering (GVQA), where QA pairs about …	41	1338	active
whwangovo/pyre-code A self-hosted coding practice platform with ~76 ML implementation problems covering attention, training, RLHF, diffusion, and GNNs, graded …	51	1253	active
CrazyBoyM/llama3-Chinese-chat A community repository releasing Chinese post-trained (SFT and DPO) versions of Llama3/Llama3.1, including open model weights, quantized GG…	55	4146	maintenance
unipds-engenharia-de-ia-aplicada/engenharia-de-software-com-ia-aplicada A companion repository of code examples, demos, and reference links for the UNIPDS postgraduate program 'Engenharia de Software com IA Apli…	60	1084	active
wdndev/tiny-llm-zh An educational project that implements a small-parameter Chinese large language model from scratch, covering the full pipeline: tokenizer t…	25	1078	active
Kent0n-Li/ChatDoctor ChatDoctor is a medical chat model fine-tuned on LLaMA using real patient-doctor conversations, with training code, datasets (HealthCareMag…	30	3631	maintenance
data-science-on-aws/data-science-on-aws Companion Jupyter Notebook repository for the O'Reilly book 'Data Science on AWS', containing end-to-end AI/ML pipeline examples using Amaz…	32	3433	maintenance
CVI-SZU/Linly Linly is a project releasing Chinese-adapted open large language models, including Chinese-LLaMA 1&2, Chinese-Falcon, Linly-OpenLLaMA base …	21	3044	maintenance
HarderThenHarder/transformers_tasks A collection of Jupyter Notebook-based NLP algorithm implementations built on the Hugging Face transformers library, covering text classifi…	32	2420	maintenance
anthropics/cwc-workshops Workshop materials from Anthropic's 'Code with Claude' events, covering building and evaluating agents with Claude Managed Agents, Skills, …	58	2026	maintenance
fastai/lm-hackers A Jupyter notebook and accompanying video guide from fast.ai explaining how language models work, including tokenization, base models, inst…	27	1869	maintenance
openai/summarize-from-feedback Research code and human feedback dataset from OpenAI's paper 'Learning to Summarize from human feedback', including a supervised baseline, …	10	1062	abandoned