How deeply does Learn Generative AI with PyTorch cover OpenAI API?

Defines access modes, content types, API-key requirements, and integrations, but does not detail endpoints or parameters.

OpenAI API

As explained in Learn Generative AI with PyTorch

An external programming interface used here to request text-to-speech conversion from OpenAI’s service.

The OpenAI API lets Python programs use OpenAI GPT models to generate text, images, speech, and code. It provides a programmable alternative to using the service through a web browser. section 16.0 section 16.1

Use the API as a building block for:

Generating text, images, audio, speech, and Python code from programs. section 16.0 section 16.1
Combining language-model capabilities with services such as Wikipedia or Wolfram Alpha through LangChain. section 16.0
Applying few-shot, one-shot, or zero-shot prompting to control how many examples guide generation. section 16.0

Python speech-generation workflow

A Python program can call the OpenAI API to generate speech rather than relying on browser interaction. The program requires an OpenAI API key; the same interface can support text, image, and code-generation examples. section 16.1

How Learn Generative AI with PyTorch covers it

Cover of Learn Generative AI with PyTorch

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Also explained in

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Starting Data Analytics with Generative AI and PythonA public programming interface that provides access to OpenAI artificial-intelligence models and services.
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Software Testing with Generative AIA web interface that provides programmatic access to OpenAI's artificial-intelligence models and services.
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Generative AI in ActionThe OpenAI API is a programming interface that provides access to OpenAI models and related services.

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Related concepts

tool usageused by · Tool use is an AI system's invocation of external software functions, services, or other capabilities to obtain information or perform actions.
Pythonused by · Python is a high-level, general-purpose, dynamically typed programming language known for readable syntax and automatic memory management.
promptuses · An input, typically containing instructions or context, supplied to an artificial-intelligence model to guide or elicit its output.
API keyconfigured by · An API key is a credential used to identify or authorize a client accessing an application programming interface.
OpenAI Playgroundused by · OpenAI Playground is a web-based interface for interacting with and experimenting with OpenAI models, prompts, assistants, and generation settings.
request messageuses · An HTTP request is a message sent by a client to a server that specifies a method and target and may include headers and a body.

This explainer was generated by Manning's knowledge graph from the text of Learn Generative AI with PyTorch. The section links point to the parts of the book it draws on.