Cookbook
A collection of code examples and instructions for using a tool or API.
A cookbook is a set of instructions and code examples that show you how to use a specific AI tool or service. Think of it like a recipe book for developers.
For example, a cookbook might provide the exact code you need to send text to an AI model and get a summary back, or how to set up a system for the AI to handle customer service requests.
In the context of AI development, a cookbook refers to a curated collection of code snippets, practical examples, and step-by-step guides. These resources are designed to help developers implement specific functionalities or integrate AI models into their applications efficiently. Cookbooks often focus on particular APIs, libraries, or platforms, demonstrating best practices and common use cases.
Frontier AI labs are releasing cookbooks to make their advanced models and tools more accessible. These guides help developers quickly learn how to integrate new features like advanced audio processing or specialized agents into their own applications. The focus is on practical implementation and reducing the barrier to entry for using complex AI capabilities.
- OpenAI Cookbook: docs(audio): add Whisper to GPT-Transcribe migration cookbook (#2900)OpenAI · OpenAI Cookbook ·
- Anthropic Cookbook: Merge pull request #759 from mongodb-partners/cma_with_mongodbAnthropic · Anthropic Cookbook ·
- Anthropic Cookbook: feat(managed_agents): add Fraud Review Agent with MongoDB Atlas cookbookAnthropic · Anthropic Cookbook ·
- Anthropic Claude
- Anthropic offers cookbooks that demonstrate how to leverage their Claude models for specific tasks, like building fraud detection agents with external databases.
- OpenAI ChatGPT
- OpenAI provides cookbooks to guide users on integrating their models, such as Whisper, into various applications.
- Documentation
- Documentation provides a comprehensive reference for an API or to
- Tutorial
- A tutorial typically guides a user through a single, end-to-end projec
- SDK
- An SDK is a software development kit providing tools and libraries to build
The term 'cookbook' originates from the software development community, drawing an analogy to culinary cookbooks. It signifies a collection of practical recipes or instructions for achieving specific programming tasks. Source ↗
Find the OpenAI or Anthropic cookbook documentation online. Look for an example that shows how to use their API to transcribe audio or build a simple chatbot. Copy the provided code snippet and run it in your development environment to see how easily you can integrate AI capabilities.
The Playbook: reusable how-tos, prompts, configs and tips pulled out of the news.
- PromptRole-play a student struggling with math for AI tutor simulationSimulate a student's math struggles and uncertainty for AI tutor evaluation. · 5 min
- TemplateReusable workflow templates for healthcare teamsTeams can create and share templates for common workflows like documentation or prior authorizations. · 15 min
- TemplateTemplate for building an AI tool tailored to your workA structured approach to defining and building a custom AI tool for specific business needs. · 15 min
- TemplateEvals CSV prompt list for agent skillsA CSV file template for listing prompts used in evaluating agent skills. · 20 min
- HeuristicDouble coding agent task completion with docs linksProviding coding agents with a documentation link significantly increases their task completion rate. · 2 min
Questions people ask
- What is the difference between a cookbook and documentation?
- Documentation provides a comprehensive reference for an API or tool, covering all its features. A cookbook offers practical, task-focused examples and code snippets to help you get started quickly.
- Are cookbooks only for experienced developers?
- While they contain code, cookbooks are designed to be accessible. They simplify complex tasks by providing ready-to-use examples, making them useful for developers of all levels looking to implement specific AI features.
First seen on Subvolts Jul 7, 2026. Updated Sep 9, 2026. Written by an AI model from the items above and reviewed against them weekly; report an error.