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claude-cookbooks

Provide Python code examples and tutorials for Claude API integration.

Updated Feb 23, 2026
Search Tags:#api#python#llm#claude#examples#cookbook
One-click install
npx skills add https://github.com/zphwd/bianchengbaodian --skill claude-cookbooks-zphwd
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: claude-cookbooks
Source: https://github.com/zphwd/bianchengbaodian/tree/main/skills/claude-cookbooks
Command: npx skills add https://github.com/zphwd/bianchengbaodian --skill claude-cookbooks-zphwd

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides a comprehensive collection of code examples, tutorials, and best practices for effectively using the Claude API, enabling developers to build powerful AI-powered applications.

Core Features & Use Cases

  • API Integration: Learn to integrate Claude into your applications with practical Python code.
  • Advanced Patterns: Explore techniques like tool use, RAG, and multimodal capabilities.
  • Use Case: You need to build a customer service chatbot that can access external tools to retrieve user information. This Skill provides ready-to-use examples for defining tools and handling function calls with Claude.

Quick Start

Use the claude-cookbooks skill to learn about basic API usage with Python.

Frequently Asked Questions about claude-cookbooks

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I integrate the Claude API using Python for text classification?▼

You can integrate the Claude API for text classification using the Python SDK examples provided, which demonstrate how to structure prompts and handle responses for classification tasks.

What is the best way to implement Retrieval-Augmented Generation with Claude?▼

Implement Retrieval-Augmented Generation with Claude using the provided tutorials that cover combining external knowledge retrieval with Claude's generation capabilities to reduce hallucinations.

How do I define tools for function calling with the Claude API?▼

Define tools for function calling with the Claude API through the included code examples that show how to structure tool schemas and handle Claude's tool use responses in Python.

Can I process images and text together using Claude's multimodal features?▼

Yes, you can process images and text together using Claude's multimodal features, with examples demonstrating how to pass image data alongside text prompts via the Python SDK.

How does text-to-SQL work with the Claude API?▼

Text-to-SQL with the Claude API works by providing schema context in prompts, and the included cookbook examples demonstrate how to structure queries for accurate SQL generation.

Do I need prior prompt engineering experience to use these Claude API examples?▼

No prior prompt engineering experience is required, as the Skill covers best practices and prompt optimization guidance from basic API usage through advanced patterns like tool use and RAG.

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