Implementation of all RAG techniques in a simpler way（以简单的方式实现所有 RAG 技术）
☆475May 6, 2025Updated last year
Alternatives and similar repositories for rag-all-techniques
Users that are interested in rag-all-techniques are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A step by step implementation of a complex RAG pipeline to solve real world situations☆515Jul 1, 2025Updated last year
- 一个简单的多模态RAG项目☆384May 13, 2025Updated last year
- 拼好RAG：手搓并融合了GraphRAG、LightRAG、Neo4j-llm-graph-builder进行知识图谱构建以及搜索；整合DeepSearch技术实现私域RAG的推理；自制针对GraphRAG的评估框架| Integrate GraphRAG, LightRA…☆2,354Nov 5, 2025Updated 11 months ago
- 🔍大模型应用开发实战一：RAG 技术全栈指南，在线阅读地址：https://datawhalechina.github.io/all-in-rag/☆12,692Sep 30, 2026Updated last month
- ☆13Feb 17, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 📚 从零开始构建大模型☆34,659Aug 8, 2026Updated 2 months ago
- ☆124May 29, 2025Updated last year
- 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）☆25,234Oct 14, 2026Updated 2 weeks ago
- 《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☆32,618Sep 12, 2026Updated last month
- langchain-study☆30Jul 21, 2026Updated 3 months ago
- 每个人都能看懂的大模型知识分享，LLMs春/秋招大模型面试前必看，让你和面试官侃侃而谈☆7,511Aug 28, 2026Updated 2 months ago
- 利用开源大模型，通过RAG(检索增强生成)技术，实现基于企业内部知识图谱的，可内网运行的大模型智能客服☆78Mar 2, 2024Updated 2 years ago
- 主要记录大语言大模型（LLMs） 算法（应用）工程师相关的知识及面试题☆15,333Jun 14, 2026Updated 4 months ago
- Implementation of all RL algorithms in a simpler way☆1,986Aug 29, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- 一个面向鞋服零售行业的智能导购系统，为企业导购提供 AI 驱动的功能，包括： - 商品智能文案生成（支持流式输出 SSE） - 基于用户行为的意图分析（Intent Engine） - 智能促单话术生成（Hybrid Rule + LLM） - 商品知识增强检索（RAG）…☆17Mar 13, 2026Updated 7 months ago
- 本项目是一个面向小白开发者的大模型应用开发教程，在线阅读地址：https://datawhalechina.github.io/llm-universe/☆14,234Aug 27, 2026Updated 2 months ago
- b站 AI日日新 不定期更新使用Python框架完成机器学习、 深度学习、数据科学任务☆18Jul 19, 2025Updated last year
- This is a LaTeX template for JAMIA.☆29May 4, 2024Updated 2 years ago
- 🧠 Train a 64M-parameter LLM from scratch in just 2h!☆64,662Updated this week
- This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed not…☆30,135Updated this week
- Implementation of my RAG system that won all categories in Enterprise RAG Challenge 2☆2,465May 12, 2025Updated last year
- 基于本体(ontology)的知识图谱☆49Feb 9, 2026Updated 8 months ago
- End-to-end RAG system design, evaluation, and optimization. 极客时间RAG训练营，RAG 10大组件全面拆解，4个实操项目吃透 RAG 全流程。RAG的落地，往往是面向业务做RAG，而不是反过来面向RAG做业务。这…☆856Aug 25, 2026Updated 2 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Easy-to-Use RAG Framework; CCF AIOps International Challenge 2024 Top3 Solution; CCF AIOps 国际挑战赛 2024 季军方案☆642Nov 17, 2024Updated last year
- "RAG-Anything: All-in-One RAG Framework"☆24,318Updated this week
- [EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation☆40,441Updated this week
- 《大模型白盒子构建指南》：一个全手搓的Tiny-Universe☆5,126Feb 12, 2026Updated 8 months ago
- 大模型算法岗面试题(含答案):常见问题和概念解析 "大模型面试题"、"算法岗面试"、"面试常见问题"、"大模型算法面试"、"大模型应用基础"☆2,061Sep 17, 2026Updated last month
- MCP实战☆109Jul 16, 2025Updated last year
- 这是一个简单的技术科普教程项目，主要聚焦于解释一些有趣的，前沿的技术概念和原理。每篇文章都力求在 5 分钟内阅读完成。☆7,004Mar 8, 2026Updated 7 months ago
- RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to creat…☆93,140Updated this week
- 仅需Python基础，从0构建大语言模型；从0逐步构建GLM4\Llama3\RWKV6， 深入理解大模型原理☆4,436Sep 17, 2026Updated last month
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Handling Big Data with Knowledge Graph: A Detailed Guide☆31May 11, 2025Updated last year
- A powerful tool for creating datasets for LLM fine-tuning 、RAG and Eval☆15,056May 1, 2026Updated 5 months ago
- Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1☆79,507Updated this week
- 大模型基础: 一文了解大模型基础知识☆7,756Jun 22, 2026Updated 4 months ago
- 📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程☆85,417Oct 13, 2026Updated 2 weeks ago
- 大模型意图识别☆11Aug 14, 2024Updated 2 years ago
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)☆75,777Updated this week