小李的大模型应用开发学习路线，涵盖 RAG、Agent、面试八股与论文速读。
☆869Aug 10, 2026Updated last month
Alternatives and similar repositories for llms-dev-study
Users that are interested in llms-dev-study are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆100Jan 22, 2026Updated 8 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/☆11,875Sep 30, 2026Updated last week
- 一个基于langchain实现RAG的简单示例☆674Updated this week
- Transparent Python RAG reference with FAISS + BM25 hybrid retrieval, reranking, Gradio UI, and FastAPI.☆959Aug 31, 2026Updated last month
- 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/☆14,102Aug 27, 2026Updated last month
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 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…☆2,344Nov 5, 2025Updated 11 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☆82,245Updated this week
- 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☆15,211Jun 14, 2026Updated 3 months ago
- ☆124May 29, 2025Updated last year
- 使用langraph构建Agentic-RAG☆23Jul 30, 2025Updated last year
- 一个简单的多模态RAG项目☆383May 13, 2025Updated last year
- ☆333Jun 2, 2025Updated last year
- Implementation of my agent used in 2025 AFAC TianChi competition☆28Oct 6, 2025Updated last year
- A modular RAG (Retrieval-Augmented Generation) system with MCP Server architecture. Using Skill to make AI follow each step of the spec a…☆1,168Mar 10, 2026Updated 6 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 《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☆32,419Sep 12, 2026Updated 3 weeks ago
- 大模型应用技术开发入门系列☆113Feb 28, 2026Updated 7 months ago
- Local-first, auditable Python code agent. Ships its own 30-task hidden-test benchmark plus SWE-bench Verified scored by the official harn…☆153Aug 27, 2026Updated last month
- 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。☆5,854Sep 15, 2026Updated 3 weeks ago
- 基于MCP协议和LangChain框架实现的企业级AI多Agent多模态系统，包含RAG技术增强的知识检索能力。☆44Mar 10, 2025Updated last year
- AgentChat 是一个基于 LLM 的智能体交流平台，内置默认 Agent 并支持用户自定义 Agent。通过多轮对话和任务协作，Agent 可以理解并协助完成复杂任务。项目集成 LangChain、Function Call、MCP 协议、RAG、Memory、HIT…☆912Aug 27, 2026Updated last month
- 个人学习的医疗大模型微调项目☆38Dec 3, 2025Updated 10 months ago
- https://adongwanai.github.io/AgentGuide | AI Agent开发指南 | LangGraph实战 | 高级RAG | 转行大模型 | 大模型面试 | 算法工程师 | 面试题库 | 强化学习｜数据合成☆10,607Sep 15, 2026Updated 3 weeks ago
- ☆360Jul 22, 2026Updated 2 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- 🧠 Train a 64M-parameter LLM from scratch in just 2h!☆63,435Sep 22, 2026Updated 2 weeks ago
- Havard Medical Image Fusion Datasets CT-MRI PET-MRI SPECT-MRI☆10Oct 27, 2025Updated 11 months ago
- 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）☆25,145Jul 19, 2026Updated 2 months ago
- Website//cometxrzs.top☆116Aug 4, 2026Updated 2 months ago
- 本项目设计并实现了一个基于知识图谱 RAG 与大语言模型的医疗智能问答系统。系统以 DiseaseKG 医疗数据集为基础，依托 Neo4j 构建包含 4.4 万实体与 31 万关系的领域知识图谱；结合 BERT 命名实体识别与 32B 大模型意图识别，通过精确的图谱检索与受…☆1,477May 29, 2026Updated 4 months ago
- 🚀 2026届大模型算法岗实习面经 | 包含 DeepSeek/Qwen 技术报告解析、手撕 PPO/RoPE/Transformer、RLHF 核心与八股文 | 持续更新中...☆701Mar 28, 2026Updated 6 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☆7,425Aug 28, 2026Updated last month
- ☆31Aug 19, 2026Updated last month
- AI Agent 面试全攻略：从零到Offer，包含200+面试题、企业级项目(Python/Java/Go)、简历模板、STAR面试稿、哆啦A梦漫画图解☆3,075Apr 1, 2026Updated 6 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- 《大模型白盒子构建指南》：一个全手搓的Tiny-Universe☆5,095Feb 12, 2026Updated 7 months ago
- 轻量级大语言模型MiniMind的源码解读，包含tokenizer、RoPE、MoE、KV Cache、pretraining、SFT、LoRA、DPO等完整流程☆1,215Jun 16, 2025Updated last year
- 大模型应用开发八股☆168Sep 22, 2026Updated 2 weeks ago
- 🌐 WebAgent for Information Seeking built by Tongyi Lab: WebWalker & WebDancer & WebSailor https://arxiv.org/pdf/2507.02592☆21Jul 11, 2025Updated last year
- 致力于实习/校招/社招进大厂打法，计算机基础知识学习，C++、Java、算法学习路线，专注于编程打法！☆1,799Feb 18, 2025Updated last year
- 👾 下一代透明智能体架构 | Next-Gen Transparent Agent Architecture 🔍 全行为审计 | 🛡️ 两段式安全调用 | 🧠 双水位记忆 | ⏰ 心跳任务 📊 P0 级事故率降低 80% | 兼容 OpenClaw + Claud…☆336Sep 10, 2026Updated 3 weeks ago
- 大模型基础: 一文了解大模型基础知识☆7,718Jun 22, 2026Updated 3 months ago