explaingit

openai/openai-cookbook

🔥 Hot★ 73,627Jupyter NotebookAudience · developerComplexity · 2/5ActiveLicenseSetup · moderate

TLDR

A collection of working code examples and guides for using the OpenAI API to build with ChatGPT and GPT-4.

Mindmap

mindmap
  root((repo))
    What it does
      API examples
      Step-by-step guides
      Working code samples
    Tech stack
      Python
      Jupyter Notebooks
      OpenAI API
    Use cases
      Learn API basics
      Copy working patterns
      Build with ChatGPT
    Getting started
      Set API key
      Run notebooks
      Browse website

Things people build with this

USE CASE 1

Learn how to call the OpenAI API and handle responses in your own projects.

USE CASE 2

Copy working code patterns for common tasks like text generation, embeddings, and chat.

USE CASE 3

Understand best practices and examples before building your own ChatGPT-powered application.

USE CASE 4

Reference tested examples when integrating GPT-4 or other OpenAI models into production.

Tech stack

PythonJupyter NotebookOpenAI API

Getting it running

Difficulty · moderate Time to first run · 30min

Requires a valid OpenAI API key and account with available credits.

Use freely for any purpose, including commercial use, as long as you keep the copyright notice.

In plain English

openai/openai-cookbook is a collection of example code and step-by-step guides for accomplishing common tasks using the OpenAI API, the service that powers tools like ChatGPT and GPT-4. If you are a developer trying to figure out how to do something practical with OpenAI's API, this repository is the reference point for working, tested examples. To use the examples, you need an OpenAI account and an API key. The setup involves setting an environment variable called OPENAI_API_KEY with your key, or creating a simple configuration file called .env in your project folder that contains it. The examples in the repository are Jupyter Notebooks, an interactive file format that lets you read explanations and run code side by side, making it easier to follow along. Most of the example code is written in Python, though the README notes the underlying concepts apply to any programming language. The repository is navigable through a dedicated website at cookbook.openai.com. It is released under the MIT license, meaning it is free to use, copy, and adapt.

Copy-paste prompts

Prompt 1
Show me how to use the OpenAI API to build a chatbot. Use examples from the openai-cookbook.
Prompt 2
I want to embed text using OpenAI's API. Find the relevant notebook in openai-cookbook and explain the steps.
Prompt 3
How do I set up my OpenAI API key and run the example notebooks from openai-cookbook?
Prompt 4
Give me a working Python example from openai-cookbook for fine-tuning a model.
Prompt 5
What are the best practices for using the OpenAI API according to the cookbook examples?
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