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You're reading from  Transformers for Natural Language Processing - Second Edition

Product typeBook
Published inMar 2022
PublisherPackt
ISBN-139781803247335
Edition2nd Edition
Concepts
Mobile Application Development
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Author (1)
Denis Rothman
Denis Rothman
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Denis Rothman

Denis Rothman graduated from Sorbonne University and Paris-Diderot University, designing one of the very first word2matrix patented embedding and patented AI conversational agents. He began his career authoring one of the first AI cognitive Natural Language Processing (NLP) chatbots applied as an automated language teacher for Moet et Chandon and other companies. He authored an AI resource optimizer for IBM and apparel producers. He then authored an Advanced Planning and Scheduling (APS) solution used worldwide.
Read more about Denis Rothman

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Jump-starting the ChatGPT API

The original ChatGPT is a GPT-3.5 model that includes GPT-3.5-turbo. These models are an evolution of the GPT-3 model. You are just a step away from home. But what a step!

Open Jump_Starting_ChatGPT_with_the_OpenAI_API.ipynb.

Install and import OpenAI and enter the API key.

This is the same process applied in Chapter 7, The Rise of Suprahuman Transformers with GPT-3 Engines. Review this chapter if necessary.

Content generation

OpenAI has introduced an innovative request approach:

  1. The request is formulated with a ChatCompletion call.
  2. The model called is gpt-3.5-turbo, a powerful conversational AI better known to the public as ChatGPT.
  3. Each object of a message has a role: system, assistant, and user. The system role can be a general message, the assistant can provide factual information for the model, and the user role contains the core of the request. Once our prompt is designed, we run it: 
    response=openai...
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Transformers for Natural Language Processing - Second Edition
Published in: Mar 2022Publisher: PacktISBN-13: 9781803247335
© 2022 Packt Publishing Limited All Rights Reserved

Author (1)

author image
Denis Rothman

Denis Rothman graduated from Sorbonne University and Paris-Diderot University, designing one of the very first word2matrix patented embedding and patented AI conversational agents. He began his career authoring one of the first AI cognitive Natural Language Processing (NLP) chatbots applied as an automated language teacher for Moet et Chandon and other companies. He authored an AI resource optimizer for IBM and apparel producers. He then authored an Advanced Planning and Scheduling (APS) solution used worldwide.
Read more about Denis Rothman

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