the resources about the application based on LLM with RAG pattern
☆1,662Oct 12, 2026Updated this week
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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models☆1,370Oct 5, 2026Updated last week
- Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-…☆1,789Aug 20, 2024Updated 2 years ago
- Question and Answer based on Anything.☆14,203Sep 23, 2026Updated 3 weeks ago
- ☆2,138May 8, 2024Updated 2 years ago
- Retrieval and Retrieval-augmented LLMs☆12,256Aug 24, 2026Updated last month
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- 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…☆38,694Nov 10, 2025Updated 11 months ago
- 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。☆22,772May 10, 2026Updated 5 months ago
- 🧑🚀 全世界最好的LLM资料总结（多模态生成、Agent、辅助编程、AI审稿、数据处理、模型训练、模型推理、o1 模型、MCP、小语言模型、视觉语言模型） | Summary of the world's best LLM resources.☆9,025Oct 7, 2026Updated last week
- ⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)☆3,593Updated this week
- 本项目旨在分享大模型相关技术原理以及实战经验（大模型工程化、大模型应用落地）☆25,179Updated this week
- 总结Prompt&LLM论文，开源数据&模型，AIGC应用☆3,446Updated this week
- RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to creat…☆92,328Updated this week
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)☆75,537Oct 10, 2026Updated last week
- 360LayoutAnaylsis, a series Document Analysis Models and Datasets deleveped by 360 AI Research Institute☆305Sep 10, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- open-source agentic AI data assistant for the next generation of AI + Data products.☆20,158Oct 11, 2026Updated last week
- Firefly: 大模型训练工具，支持训练Qwen2.5、Qwen2、Yi1.5、Phi-3、Llama3、Gemma、MiniCPM、Yi、Deepseek、Orion、Xverse、Mixtral-8x7B、Zephyr、Mistral、Baichuan2、Llma2、…☆6,652Oct 24, 2024Updated last year
- A modular graph-based Retrieval-Augmented Generation (RAG) system☆36,364Updated this week
- Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.☆1,136Aug 28, 2026Updated last month
- Netease Youdao's open-source embedding and reranker models for RAG products.☆1,881Sep 3, 2026Updated last month
- FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data process…☆29,846Updated this week
- Supercharge Your LLM Application Evaluations 🚀☆16,046Feb 24, 2026Updated 7 months ago
- Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python.☆8,330Sep 22, 2026Updated 3 weeks ago
- Swap GPT for any LLM by changing a single line of code. Xinference lets you run open-source, speech, and multimodal models on cloud, on-p…☆9,613Updated this week
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- text2vec, text to vector. 文本向量表征工具，把文本转化为向量矩阵，实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型，开箱即用。☆4,977Feb 14, 2026Updated 8 months ago
- TrustRAG：The RAG Framework within Reliable input,Trusted output☆1,280Jan 7, 2026Updated 9 months ago
- Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.8, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL…☆15,870Updated this week
- Llama中文社区，实时汇总最新Llama学习资料，构建最好的中文Llama大模型开源生态，完全开源可商用☆14,762Apr 6, 2025Updated last year
- 《开源大模型食用指南》针对中国宝宝量身打造的基于Linux环境快速微调（全参数/Lora）、部署国内外开源大模型（LLM）/多模态大模型（MLLM）教程☆32,499Sep 12, 2026Updated last month
- ☆382Sep 5, 2026Updated last month
- CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models☆416May 20, 2025Updated last year
- MedicalGPT: Training Your Own Medical GPT Model with ChatGPT Training Pipeline. 训练医疗大模型，实现了包括增量预训练(PT)、有监督微调(SFT)、RLHF、DPO、ORPO、GRPO。☆5,866Sep 15, 2026Updated last month
- ☆67Sep 18, 2024Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- 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☆1,319Dec 14, 2023Updated 2 years ago
- Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.☆17,186Mar 4, 2026Updated 7 months ago
- LlamaIndex is the document processing platform for AI☆52,536Updated this week
- MS-Agent: a lightweight framework to empower agentic execution of complex tasks☆4,414Sep 21, 2026Updated 3 weeks ago
- 企业级RAG系统从入门到精通☆720Jun 25, 2025Updated last year
- Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self…☆158,709Updated this week
- 中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)☆18,929Apr 19, 2026Updated 5 months ago