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AI 入门

实战

框架

Prompt Engineering

  • Prompt-Engineering-Guide prompt engineering, context engineering
  • openplayground An LLM playground you can run on your laptop
    pip install openplayground
    openplayground run
  • LM Studio Local AI, on Your Computer.
  • ragas Supercharge Your LLM Application Evaluations.

MCP

  • MCP
  • fastmcp The fast, Pythonic way to build MCP servers and clients.
  • mcp-zero Model Context Protocol (MCP) server for go-zero framework - Generate APIs, RPC services, and models with AI assistance.
  • modelcontextprotocol/go-sdk

Test

  • promptfoo 极其简单的 CLI 工具,通过 YAML 配置文件就能横向对比不同 Prompt 和模型的表现。
  • DeepEval 类似 Pytest 的单元测试框架,非常适合开发者。

视频教程

吴恩达的课程

Go语言

  • 《adk-go》 An open-source, code-first Go toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

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