Riverzrw's Stars
datawhalechina/open-ai-general-course
OPEN AI通识课
HKUDS/LightRAG
"LightRAG: Simple and Fast Retrieval-Augmented Generation"
NirDiamant/Prompt_Engineering
This repository offers a comprehensive collection of tutorials and implementations for Prompt Engineering techniques, ranging from fundamental concepts to advanced strategies. It serves as an essential resource for mastering the art of effectively communicating with and leveraging large language models in AI applications.
NirDiamant/RAG_Techniques
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and contextually rich responses.
infiniflow/ragflow
RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.
argilla-io/distilabel
Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verified research papers.
InternLM/Tutorial
LLM&VLM Tutorial
facebookresearch/fastText
Library for fast text representation and classification.
fate-ubw/RAGLAB
[EMNLP 2024: Demo Oral] RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation
explodinggradients/ragas
Supercharge Your LLM Application Evaluations 🚀
sujitpal/llm-rag-eval
Large Language Model (LLM) powered evaluator for Retrieval Augmented Generation (RAG) pipelines.
HqWu-HITCS/Awesome-Chinese-LLM
整理开源的中文大语言模型，以规模较小、可私有化部署、训练成本较低的模型为主，包括底座模型，垂直领域微调及应用，数据集与教程等。
YHPeter/Awesome-RAG-Evaluation
The official repository for the paper: Evaluation of Retrieval-Augmented Generation: A Survey.
microsoft/graphrag
A modular graph-based Retrieval-Augmented Generation (RAG) system
karpathy/LLM101n
LLM101n: Let's build a Storyteller
HarderThenHarder/transformers_tasks
⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.
RUC-NLPIR/FlashRAG
⚡FlashRAG: A Python Toolkit for Efficient RAG Research
hiyouga/LLaMA-Factory
Unified Efficient Fine-Tuning of 100+ LLMs (ACL 2024)
gomate-community/GoMate
GoMate：RAG Framework within Reliable input,Trusted output
360AILAB-NLP/360LayoutAnalysis
360LayoutAnaylsis, a series Document Analysis Models and Datasets deleveped by 360 AI Research Institute
QwenLM/Qwen-Agent
Agent framework and applications built upon Qwen>=2.0, featuring Function Calling, Code Interpreter, RAG, and Chrome extension.
RUCAIBox/LLMSurvey
The official GitHub page for the survey paper "A Survey of Large Language Models".
LLMBook-zh/LLMBook-zh.github.io
《大语言模型》作者：赵鑫，李军毅，周昆，唐天一，文继荣
lizhe2004/Awesome-LLM-RAG-Application
the resources about the application based on LLM with RAG pattern
ollama/ollama
Get up and running with Llama 3.2, Mistral, Gemma 2, and other large language models.
D-Star-AI/dsRAG
High-performance retrieval engine for unstructured data
run-llama/llama_index
LlamaIndex is a data framework for your LLM applications
Unstructured-IO/unstructured
Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.
liuhuanyong/RAGOnMedicalKG
RAGOnMedicalKG，将大模型RAG与KG结合，完成demo级问答，旨在给出基础的思路。
langchain-ai/langchain
🦜🔗 Build context-aware reasoning applications