yuanyumi

graphrag

A modular graph-based Retrieval-Augmented Generation (RAG) system

gorilla

Gorilla: An API store for LLMs

SimCSE

[EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821

LLM4IR-Survey

This is the repo for the survey of LLM4IR.

BCEmbedding

Netease Youdao's open-source embedding and reranker models for RAG products.

FlashRAG

⚡FlashRAG: A Python Toolkit for Efficient RAG Research

GPT_API_free

Free ChatGPT API Key，免费ChatGPT API，支持GPT4 API（免费），ChatGPT国内可用免费转发API，直连无需代理。可以搭配ChatBox等软件/插件使用，极大降低接口使用成本。国内即可无限制畅快聊天。

llm_4_doc_qa

本项目用于文档问答，使用向量嵌入 + ES 做召回，使用Rerank模型作为精排，再使用LLM做文档问答，Web框架使用Flask。

llama_index

LlamaIndex is a data framework for your LLM applications

QAnything

Question and Answer based on Anything.

swift

ms-swift: Use PEFT or Full-parameter to finetune 300+ LLMs or 50+ MLLMs. (Qwen2, GLM4v, Internlm2.5, Yi, Llama3, Llava-Video, Internvl2, MiniCPM-V, Deepseek, Baichuan2, Gemma2, Phi3-Vision, ...)

embedding_rerank_retrieval

本项目是针对RAG中的Retrieve阶段的召回技术及算法效果所做评估实验。使用主体框架为LlamaIndex.

RAG-Retrieval

Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT,Cross Encoder

SPTAR

Soft Prompt Tuning for Augmenting Dense Retrieval with Large Language Models

gisting

Learning to Compress Prompts with Gist Tokens - https://arxiv.org/abs/2304.08467

AutoCompressors

[EMNLP 2023] Adapting Language Models to Compress Long Contexts

Augmentation-Adapted-Retriever

[ACL 2023] This is the code repo for our ACL'23 paper "Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In".

RAG-Survey

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".

beir

A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

AppFlowy

Bring projects, wikis, and teams together with AI. AppFlowy is an AI collaborative workspace where you achieve more without losing control of your data. The best open source alternative to Notion.

Langchain-Chatchat

Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and Llama) RAG and Agent app with langchain

weread2notion-pro

codes

The source code of CodeS (SIGMOD 2024).

RESDSQL

The Pytorch implementation of RESDSQL (AAAI 2023).

Awesome-Text2SQL

Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.

self-rag

This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai, Zeqiu Wu, Yizhong Wang, Avirup Sil, and Hannaneh Hajishirzi.

RAG-Survey

top-rss-list

订阅人数最多的rss源，中文优质rss源

IncarnaMind

Connect and chat with your multiple documents (pdf and txt) through GPT 3.5, GPT-4 Turbo, Claude and Local Open-Source LLMs

smoothquant

[ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models