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。这就是为什么我们需要针对不同场景、不同问题做针对性的调整、优化和定制化。魔鬼全在细节中,我们深入进去探究。
☆731Jul 16, 2025Updated 10 months ago
Alternatives and similar repositories for rag-in-action
Users that are interested in rag-in-action are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [RAG训练营] u.geekbang.org/subject/airag/1009927 这是我用Cursor自行制作的RAG Framework,好处是可以掌控RAG每一个环节的教学细节。☆107Oct 28, 2025Updated 7 months ago
- [RAG训练营] u.geekbang.org/subject/airag/1009927 这是一个医疗人员可以参考使用的医疗记录NLP处理工具箱。☆56May 10, 2025Updated last year
- [RAG训练营] u.geekbang.org/subject/airag/1009927 ESG合规审计系统 - 可持续发展报告检查工具☆35Jun 1, 2025Updated 11 months ago
- This repository is a hub for AI Agent projects, including GitHub Sentinel, LanguageMentor, and ChatPPT, designed to enhance enterprise wo…☆339Nov 3, 2024Updated last year
- Quick Start for Large Language Models (Theoretical Learning and Practical Fine-tuning) 大语言模型快速入门(理论学习与微调实战)☆1,044Jun 9, 2025Updated 11 months ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- GitHub Sentinel 是专为大模型(LLMs)时代打造的智能信息检索和高价值内容挖掘 AI Agent。它面向那些需要高频次、大量信息获取的用户,特别是开源爱好者、个人开发者和投资人等。GitHub Sentinel 不仅能帮助用户自动跟踪和分析 GitHub 开…☆364Feb 25, 2026Updated 3 months ago
- A comprehensive guide to understanding and implementing large language models with hands-on examples using LangChain for GenAI applicatio…☆1,742Mar 8, 2025Updated last year
- 一个对话类 AI Agent,利用如 LLaMA 3 等大模型为全球超过 100 种语言的个性化学习提供支持,特别适用于全球旅行和生活场景。☆74Feb 25, 2026Updated 3 months ago
- ChatPPT 是一个基于多模态 AI 技术的智能助手,旨在提升企业办公自动化流程的效率。它能够处理语音、图像和文本等多种输入形式,通过精确的提示工程和强大的自然语言处理能力,为用户生成高质量的 PowerPoint 演示文稿。ChatPPT 不仅简化了信息收集和内容创作过…☆174Dec 11, 2025Updated 5 months ago
- Practical LangChain patterns and implementations for real-world LLM applications. 极客时间:LangChain实战课 - 这是LangChain框架早期设计的一系列重点模块的直接而清晰的示例和…☆756Jun 10, 2024Updated last year
- MCP实战☆103Jul 16, 2025Updated 10 months ago
- Introductory examples for building LLM-based AI agents. 异步图书:《大模型应用开发 动手做AI Agent》 - 这是一些非常简单的入门示例,重在引导新手入门,目前LLM开发领域 发展很快,本书只是一个提纲挈领。更多的示…☆501Nov 5, 2025Updated 6 months ago
- AI 全栈开发快速入门☆236Jan 19, 2026Updated 4 months ago
- AI工程化项目实战训练营的代码仓库☆113Feb 2, 2026Updated 3 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.
- 我从A2A官方克隆下来,并加以修改的A2A实战代码示例,用于初学者入门教学,大家一起来A2A吧。☆85Jul 6, 2025Updated 10 months ago
- 极客时间 AI原生基础实战课☆96Jun 28, 2024Updated last year
- 极客时间 - 大模型应用开发实战课: 展现LLM应用开发之强大☆76Jul 2, 2024Updated last year
- 基于RAG的私有知识库问答系统☆456Nov 28, 2024Updated last year
- ☆60Jul 30, 2025Updated 10 months ago
- A structured learning repo for retrieval-augmented generation, from foundations to production patterns.☆26Apr 19, 2026Updated last month
- ☆28Jan 15, 2025Updated last year
- ☆31May 10, 2024Updated 2 years ago
- Docker 教程:从零基础到掌握 Docker☆63Jan 2, 2026Updated 4 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- 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…☆2,174Nov 5, 2025Updated 6 months ago
- something for paper agent☆11Dec 18, 2024Updated last year
- MedGen: Unlocking Medical Video Generation by Scaling Granularly-annotated Medical Videos.☆33Apr 18, 2026Updated last month
- ☆56Jul 8, 2025Updated 10 months ago
- Based on the large model development framework of langchain, LangGraph is integrated to create a scalable workflow architecture. RAG。基于la…☆42Sep 12, 2024Updated last year
- 本项目为书籍《大模型RAG实战》的代码以及资料汇总。☆283Nov 18, 2024Updated last year
- 基于LangGraph开发的智能体项目,可借助大模型自动调用工具规划旅游行程,包括景点搜索、交通查询、饭店酒店查询等功能☆41Aug 27, 2024Updated 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)☆24,353May 10, 2026Updated 2 weeks ago
- Three examples using AutoGLM api to control mobile through esp32 and web server☆28Aug 21, 2025Updated 9 months ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆21Sep 19, 2019Updated 6 years 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/☆13,115Feb 24, 2026Updated 3 months ago
- 企业级 AI 智能体 Agent 平台,覆盖智能对话、文档知识问答、联网搜索、RAG 检索、MCP 工具协议、Skills 扩展等完整能力。三层执行器体系、双通道混合检索、组合式切块引擎、会话记忆管理、全链路可观测,每个环节都经过深 度设计和工程化打磨。☆120May 21, 2026Updated last week
- 本项目对Deepseek-R1-Distill-Qwen-7B进行心理咨询CoT数据的LoRA微调,以进一步提升Deepseek-R1-Distill-Qwen-7B在心理咨询领域的慢思考能力。☆12Mar 11, 2025Updated last year
- 收集大模型相关面试题|agent|上下文工程|强化学习|langgraph|langchain|rag|微调☆68Updated this week
- Machine Learning from scratch with practical examples. 极客时间:Machine Learning from Scratch(零基础实战机器学习)- 这套课程是我在传统机器学习时代,使用各种机器学习方法完成数据分析项目的…☆229Oct 27, 2022Updated 3 years 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☆30,650Apr 24, 2026Updated last month