JinaoLiu

SIGIR-2023-LOAM

MINI_LLM

This is a repository used by individuals to experiment and reproduce the pre-training process of LLM.

faq-qa-sys

一种简单的FAQ问答系统实现。A simple FAQ system implementation.

feature_engineering

FlagEmbedding

Retrieval and Retrieval-augmented LLMs

dify

Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production.

QASystemOnMedicalKG

A tutorial and implement of disease centered Medical knowledge graph and qa system based on it。知识图谱构建，自动问答，基于kg的自动问答。以疾病为中心的一定规模医药领域知识图谱，并以该知识图谱完成自动问答与分析服务。

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。

meet-libai

​ 李白 :bust_in_silhouette: 作为唐代杰出诗人，其诗歌作品在**文学史上具有重要地位。近年来，随着数字技术和人工智能的快速发展，传统文化普及推广的形式也面临着创新与变革。国内外对于李白诗歌的研究虽已相当深入，但在数字化、智能化普及方面仍存在不足。因此，本项目旨在通过构建李白知识图谱，结合大模型训练出专业的AI智能体，以生成式对话应用的形式，推动李白文化的普及与推广。

ragflow

RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

basic_rag

basic framework for rag(retrieval augment generation)

BCEmbedding

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

GoMate

GoMate：RAG Framework within Reliable input,Trusted output

RAG-query-rewriting

KG-LLM-MDQA

KddCup-2024-OAG-Challenge-1st-Solutions

DB-GPT

AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents

WSDM-Cup-2024

1st Solution For Conversational Multi-Doc QA Workshop & International Challenge @ WSDM'24 - Xiaohongshu.Inc

A-Guide-to-Retrieval-Augmented-LLM

an intro to retrieval augmented large language model

easy-rag

快速入门RAG与私有化部署

danswer

Gen-AI Chat for Teams - Think ChatGPT if it had access to your team's unique knowledge.

XuanYuan

轩辕：度小满中文金融对话大模型

Awesome-Text2SQL

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

DB-GPT-Hub

A repository that contains models, datasets, and fine-tuning techniques for DB-GPT, with the purpose of enhancing model performance in Text-to-SQL

sqlcoder

SoTA LLM for converting natural language questions to SQL queries

RAG-Retrieval

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

KDDCUP_2020_Debiasing_1st_Place

plot_demo

论文里可以用到的实验图示例

BM3

Pytorch implementation for "Bootstrap Latent Representations for Multi-modal Recommendation"-WWW'23

awesome-self-supervised-gnn

Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).