lizhe2004 / Awesome-LLM-RAG-Application
the resources about the application based on LLM with RAG pattern
☆1,248Updated 2 months ago
Alternatives and similar repositories for Awesome-LLM-RAG-Application:
Users that are interested in Awesome-LLM-RAG-Application are comparing it to the libraries listed below
- Netease Youdao's open-source embedding and reranker models for RAG products.☆1,678Updated last month
- Easy-to-Use RAG Framework; CCF AIOps International Challenge 2024 Top3 Solution; CCF AIOps 国际挑战赛 2024 季军方案☆374Updated 4 months ago
- Awesome-RAG: Collect typical RAG papers and systems.☆335Updated 2 months ago
- agentUniverse is a LLM multi-agent framework that allows developers to easily build multi-agent applications.☆1,284Updated this week
- 企业级RAG系统从入门到精通☆382Updated 2 weeks ago
- RAG for Local LLM, chat with PDF/doc/txt files, ChatPDF. 纯原生实现RAG功能，基于本地LLM、embedding模型、reranker模型实现，无须安装任何第三方agent库。☆714Updated 2 months ago
- ☆806Updated this week
- AGI资料汇总学习（主要包括LLM和AIGC），持续更新......☆344Updated 2 months ago
- An easy-to-use framework for modular RAG☆340Updated this week
- Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.☆753Updated last week
- 本项目旨在收集开源的表格智能任务数据集（比如表格问答、表格-文本生成等），将原始数据整理为指令微调格式的数据并微调LLM，进而增强LLM对于表格数据的理解，最终构建出专门面向表格智能任务的大型语言模型。☆548Updated 11 months ago
- 利用LLM构建应用实践笔记☆692Updated 3 months ago
- Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-…☆1,552Updated 7 months ago
- 总结Prompt&LLM论文，开源数据&模型，AIGC应用☆2,932Updated last week
- 🤖 Awesome list of AGI Agents. Agents 精选资源合集.☆361Updated last year
- A streamlined and customizable framework for efficient large model evaluation and performance benchmarking☆647Updated this week
- 一个适合学习、使用、自主扩展的RAG【检索增强生成】系统！可联网做AI搜索☆466Updated 6 months ago
- LLMs interview notes and answers:该仓库主要记录大模型（LLMs）算法工程师相关的面试题和参考答案☆489Updated last year
- TinyRAG☆279Updated 4 months ago
- Llama3-Tutorial（XTuner、LMDeploy、OpenCompass）☆506Updated 10 months ago
- 李白 作为唐代杰出诗人，其诗歌作品在中国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…☆1,566Updated 3 months ago
- 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.☆229Updated 3 months ago
- ☆1,253Updated 3 weeks ago
- Phi2-Chinese-0.2B 从0开始训练自己的Phi2中文小模型，支持接入langchain加载本地知识库做检索增强生成RAG。Training your own Phi2 small chat model from scratch.☆537Updated 8 months ago
- unified embedding model☆851Updated last year
- 中文对话0.2B小模型（ChatLM-Chinese-0.2B），开源所有数据集来源、数据清洗、tokenizer训练、模型预训练、SFT指令微调、RLHF优化等流程的全部代码。支持下游任务sft微调，给出三元组信息抽取微调示例。☆1,468Updated 11 months ago
- 【LLMs九层妖塔】分享 LLMs在自然语言处理（ChatGLM、Chinese-LLaMA-Alpaca、小羊驼 Vicuna、LLaMA、GPT4ALL等）、信息检索（langchain）、语言合成、语言识别、多模态等领域（Stable Diffusion、MiniGP…☆1,992Updated 11 months ago
- Openai style api for open large language models, using LLMs just as chatgpt! Support for LLaMA, LLaMA-2, BLOOM, Falcon, Baichuan, Qwen, X…☆2,425Updated 5 months ago
- 一个基于langchain实现RAG的简单示例☆438Updated 2 months ago