This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.

Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-Augmented Generation for AI-Generated Content: A Survey".

[Up-to-date] Large Language Model Agent: A Survey on Methodology, Applications and Challenges

该仓库主要记录 NLP 算法工程师相关的面试题

A simple converter which converts pytorch bin files to safetensor, intended to be used for LLM conversion.

MLNLP: Paper Picture Writing Code

MLNLP社区用来帮助大家避免论文投稿小错误的整理仓库。 Paper Writing Tips

open-source agentic AI data assistant for the next generation of AI + Data products.

ICDE 2023 Paper, GAR: A Generate-and-Rank Approach for Natural Language to SQL Translation

KBS 2024 Paper, A Confidence-based Knowledge Integration Framework for Cross-Domain Table Question Answering

BertViz: Visualize Attention in Transformer Models

Context Dependent Semantic Parsing: Awesome Paper List

An open-source NLP research library, built on PyTorch.

Database Reasoning Over Text project for ACL paper

编程随想的电子书 Github + IPFS 墙内镜像，每天同步

程序员如何优雅的挣零花钱，2.0版，升级为小书了。Most of this not work outside China , so no English translate

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

PyTorch Tutorial for Deep Learning Researchers

user-auth module for Advanced Software Engineering