claude-cookbooks

Wed, 22 Oct 2025 15:28:52 +0800

anthropics/claude-cookbooks

Claude Cookbooks

The Claude Cookbooks provide code and guides designed to help developers build with Claude, offering copy-able code snippets that you can easily integrate into your own projects.

Prerequisites

To make the most of the examples in this cookbook, you’ll need an Claude API key (sign up for free here).

While the code examples are primarily written in Python, the concepts can be adapted to any programming language that supports interaction with the Claude API.

If you’re new to working with the Claude API, we recommend starting with our Claude API Fundamentals course to get a solid foundation.

Explore Further

Looking for more resources to enhance your experience with Claude and AI assistants? Check out these helpful links:

Contributing

The Claude Cookbooks thrives on the contributions of the developer community. We value your input, whether it’s submitting an idea, fixing a typo, adding a new guide, or improving an existing one. By contributing, you help make this resource even more valuable for everyone.

To avoid duplication of efforts, please review the existing issues and pull requests before contributing.

If you have ideas for new examples or guides, share them on the issues page.

Table of recipes

Capabilities

Classification: Explore techniques for text and data classification using Claude.
Retrieval Augmented Generation: Learn how to enhance Claude’s responses with external knowledge.
Summarization: Discover techniques for effective text summarization with Claude.

Tool Use and Integration

Tool use: Learn how to integrate Claude with external tools and functions to extend its capabilities.

Third-Party Integrations

Retrieval augmented generation: Supplement Claude’s knowledge with external data sources.
Embeddings with Voyage AI

Multimodal Capabilities

Vision with Claude:
Generate images with Claude: Use Claude with Stable Diffusion for image generation.

Advanced Techniques

Sub-agents: Learn how to use Haiku as a sub-agent in combination with Opus.
Upload PDFs to Claude: Parse and pass PDFs as text to Claude.
Automated evaluations: Use Claude to automate the prompt evaluation process.
Enable JSON mode: Ensure consistent JSON output from Claude.
Create a moderation filter: Use Claude to create a content moderation filter for your application.
Prompt caching: Learn techniques for efficient prompt caching with Claude.

Additional Resources

Anthropic on AWS: Explore examples and solutions for using Claude on AWS infrastructure.
AWS Samples: A collection of code samples from AWS which can be adapted for use with Claude. Note that some samples may require modification to work optimally with Claude.

recipes

Mon, 04 Aug 2025 15:40:31 +0800

TandoorRecipes/recipes

Tandoor Recipes

The recipe manager that allows you to manage your ever growing collection of digital recipes.

Website • Installation • Docs • Demo • Discord

Core Features

🥗 Manage your recipes - Manage your ever growing recipe collection
📆 Plan - multiple meals for each day
🛒 Shopping lists - via the meal plan or straight from recipes
📚 Cookbooks - collect recipes into books
👪 Share and collaborate on recipes with friends and family

Made by and for power users

🔍 Powerful & customizable search with fulltext support and TrigramSimilarity
🏷️ Create and search for tags, assign them in batch to all files matching certain filters
↔️ Quickly merge and rename ingredients, tags and units
📥️ Import recipes from thousands of websites supporting ld+json or microdata
➗ Support for fractions or decimals
🐳 Easy setup with Docker and included examples for Kubernetes, Unraid and Synology
🎨 Customize your interface with themes
📦 Sync files with Dropbox and Nextcloud

All the must haves

📱Optimized for use on mobile devices
🌍 localized in many languages thanks to the awesome community
📥️ Import your collection from many other recipe managers
➕ Many more like recipe scaling, image compression, printing views and supermarkets

This application is meant for people with a collection of recipes they want to share with family and friends or simply store them in a nicely organized way. A basic permission system exists but this application is not meant to be run as a public page.

Docs

Documentation can be found here.

Support our work

Tandoor is developed by volunteers in their free time just because its fun. That said earning some money with the project allows us to spend more time on it and thus make improvements we otherwise couldn’t. Because of that there are several ways you can support us

GitHub Sponsors You can sponsor contributors of this project on GitHub: vabene1111
Host at Hetzner We have been very happy customers of Hetzner for multiple years for all of our projects. If you want to get into self-hosting or are tired of the expensive big providers, their cloud servers are a great place to get started. When you sign up via our referral link you will get 20€ worth of cloud credits and we get a small kickback too.
Let us host for you We are offering a hosted version where all profits support us and the development of tandoor (currently only available in germany).

Contributing

Contributions are welcome but please read this BEFORE contributing anything!

Your Feedback

Share some information on how you use Tandoor to help me improve the application Google Survey

Get in touch

Discord	We have a public Discord server that anyone can join. This is where all our developers and contributors hang out and where we make announcements
Twitter	You can follow our Twitter account to get updates on new features or releases

License

Beginning with version 0.10.0 the code in this repository is licensed under the GNU AGPL v3 license with a common clause selling exception. See LICENSE.md for details.

NOTE: There appears to be a whole range of legal issues with licensing anything other than the standard completely open licenses. I am in the process of getting some professional legal advice to sort out these issues. Please also see Issue 238 for some discussion and reasoning regarding the topic.

Reasoning This software and all its features are and will always be free for everyone to use and enjoy.

The reason for the selling exception is that a significant amount of time was spend over multiple years to develop this software. A paid hosted version which will be identical in features and code base to the software offered in this repository will likely be released in the future (including all features needed to sell a hosted version as they might also be useful for personal use). This will not only benefit me personally but also everyone who self-hosts this software as any profits made through selling the hosted option allow me to spend more time developing and improving the software for everyone. Selling exceptions are approved by Richard Stallman and the common clause license is very permissive (see the FAQ).

Cookbooks on Producthunt daily

claude-cookbooks

anthropics/claude-cookbooks

Claude Cookbooks

Prerequisites

Explore Further

Contributing

Table of recipes

Capabilities

Tool Use and Integration

Third-Party Integrations

Multimodal Capabilities

Advanced Techniques

Additional Resources

recipes

TandoorRecipes/recipes

Tandoor Recipes

The recipe manager that allows you to manage your ever growing collection of digital recipes.

Core Features

Made by and for power users

All the must haves

Docs

Support our work

Contributing

Your Feedback

Get in touch

License