by shangxiang0907 · AI Tool · ★ 59
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项目说明 Project Overview 本仓库主要用于记录和实现 B 站黑马程序员课程 《黑马程序员大模型 RAG 与 Agent 智能体项目实战教程，基于主流的 LangChain 技术从大模型提示词到实战项目》 对应视频链接（bilibili）： 所有代码与示例均为本人学习过程中的实践与笔记整理，不是官方代码仓库。 This repository is a personal learning project based on the Bilibili course by HeiMa: “Large Language Model RAG & Agent Practical Projects with LangChain – From Prompt Engineering to Real-World Applications” Video link (Bilibili): . All source code and examples are my own notes and practice code, not the official course repo. 目录结构 Directory Structure ：课程相关代码与练习（个人笔记） ：测试大模型 / 平台 API Key 是否可用（Test script to verify LLM / platform API keys.） ：OpenAI / 通义等大模型基础调用示例（Basic usage examples for LLM SDKs.） ：流式输出（streaming）示例（Streaming response examples.） ：带历史记忆的对话示例（Chat with conversation history.） ：金融文本分类案例（Financial text classification demo.） ：使用大模型生成结构化 JSON 数据示例（Structured JSON output from LLMs.） ：少样本信息抽取（Few-shot information extraction.） ：彩票信息抽取实战案例（Lottery information
| Stars | 59 |
| Forks | 11 |
| Language | Python |
| Category | AI Tool |
| Quality Score | 46.5308742449841/100 |
| Open Issues | 2 |
| Last Updated | 2026-03-26 |
| Created | 2026-02-06 |
| Platforms | python |
| Est. Tokens | ~35k |
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HeiMa-AI-LLM-RAG-Agent-Dev is an open-source ai tool by shangxiang0907 with 59 GitHub stars.
HeiMa-AI-LLM-RAG-Agent-Dev is primarily written in Python.
You can find installation instructions and usage details in the HeiMa-AI-LLM-RAG-Agent-Dev GitHub repository at github.com/shangxiang0907/HeiMa-AI-LLM-RAG-Agent-Dev. The project has 59 stars and 11 forks, indicating an active community.
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