# Claude Cookbooks — Claude API Notebook Recipes

> Claude Cookbooks is a repo of copyable notebooks for Claude API patterns (tool use, RAG, vision, evals) so you can prototype faster (42.9k★).

## Install

Copy the content below into your project:

## Quick Use

```bash
git clone https://github.com/anthropics/claude-cookbooks.git
cd claude-cookbooks
python3 -m venv .venv && source .venv/bin/activate
pip install -U pip jupyter
jupyter lab
```

## Intro

Claude Cookbooks is a repo of copyable notebooks for Claude API patterns (tool use, RAG, vision, evals) so you can prototype faster (42.9k★).

**Best for:** Developers who want vetted Claude API patterns they can copy into apps (tool use, RAG, multimodal, evaluations)

**Works with:** Python + Jupyter (for notebooks) and any language that can call the Claude API; start from the recipe folders and adapt

**Setup time:** 5-15 minutes

## Main

- **Recipe-first structure**: the README links to focused folders (classification, RAG, summarization, tool use) so you can start from a minimal working example.
- **Tool use examples**: includes practical notebooks for function/tool integration (e.g., calculator, customer service patterns).
- **Multimodal coverage**: contains vision and PDF-related recipes so you can wire image/PDF inputs into your app workflows.
- **Evaluation recipes**: ships notebooks for building eval loops—useful when you need a repeatable quality gate for prompts or tools.

### FAQ

- **Do I need to use notebooks?**: No. Use notebooks as a reference and copy the minimal code into your own runtime.
- **Where should I start?**: Start from one capability folder (tool use or RAG) and run a single recipe end to end before mixing patterns.
- **Is it Python-only?**: Most examples are in Python notebooks, but the patterns (prompting, tool use, evals) translate to any language.

## Source & Thanks

> Source: https://github.com/anthropics/claude-cookbooks
> License: MIT
> GitHub stars: 42907 · forks: 4841

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## Quick Use

```bash
git clone https://github.com/anthropics/claude-cookbooks.git
cd claude-cookbooks
python3 -m venv .venv && source .venv/bin/activate
pip install -U pip jupyter
jupyter lab
```

## Intro

Claude Cookbooks 是可直接复用的 notebooks/recipes：覆盖 Claude API 的工具调用、RAG、多模态与评测，主要用 Python/Jupyter，便于复制到项目（42907★）。

**Best for:** 想快速复用 Claude API 的成熟模式（工具调用/RAG/多模态/评测），并希望有可直接拷贝代码的开发者

**Works with:** Python + Jupyter（跑 notebooks），以及任何能调用 Claude API 的语言；从 recipes 目录入手再按需改造

**Setup time:** 5-15 minutes

## Main

- **按“配方”组织**：README 直接指向分类/RAG/总结/工具调用等目录，方便从最小可用示例起步。
- **工具调用示例**：包含函数/工具集成的 notebooks（如计算器、客服类模式），更贴近工程落地。
- **多模态覆盖**：提供视觉与 PDF 相关 recipes，适合把图像/PDF 输入接入你的工作流。
- **评测配方**：包含自动化评测的 notebooks，可作为提示词/工具的可重复质量闸门。

### FAQ

- **必须用 notebooks 吗？**: 不必须。把 notebooks 当参考，把最小可用代码拷贝到你的运行环境即可。
- **从哪里开始最稳？**: 先选一个目录（工具调用或 RAG）跑通一个配方，再组合多个模式。
- **只能用 Python 吗？**: 示例多为 Python notebooks，但提示词/工具调用/评测这些模式可迁移到任意语言。

## Source & Thanks

> Source: https://github.com/anthropics/claude-cookbooks
> License: MIT
> GitHub stars: 42907 · forks: 4841


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Source: https://tokrepo.com/en/workflows/claude-cookbooks-claude-api-notebook-recipes
Author: Agent Toolkit