دانلود کتاب OpenAI API Cookbook: Build intelligent applications including chatbots, virtual assistants, and content generators

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Cover
Title Page
Copyright and credits
Dedication
Foreword
Contributors
Table of Contents
Preface
Chapter 1: Unlocking OpenAI and Setting Up Your API Playground Environment
Technical requirements
Setting up your OpenAI Playground environment
Getting ready
How to do it…
How it works…
Running a completion request in the OpenAI Playground
Getting ready
How to do it…
How it works…
There’s more…
Using the System Message in the OpenAI Playground
How to do it…
How it works…
There’s more…
Using the Chat Log to modify the model’s behavior
How to do it…
How it works…
Making OpenAI API requests with Postman
Getting ready
How to do it…
How it works…
Chapter 2: OpenAI API Endpoints Explained
Technical requirements
Generating customized responses using the Chat Completions endpoint
Getting ready
How to do it…
How it works…
There’s more…
Creating pictures using the Images endpoint
How to do it…
How it works…
Generating transcripts using the Audio endpoint
Getting ready
How to do it…
How it works…
Chapter 3: Understanding Key Parameters and Their Impact on Generated Responses
Technical requirements
Changing the model parameter and understanding its impact on generated responses
Getting ready
How to do it…
How it works…
Controlling the number of generated responses using the n parameter
How to do it…
How it works…
Determining the randomness and creativity of generated responses using the temperature parameter
How to do it…
How it works…
Chapter 4: Incorporating Additional Features from the OpenAI API
Technical requirements
Using the Python library to call the OpenAI API
Getting ready
How to do it…
How it works…
Benefits and drawbacks of using the Python library
Using the embedding model for text comparisons and other use cases
How to do it…
How it works…
Fine-tuning a completion model
How to do it…
How it works…
Chapter 5: Staging the OpenAI API for Application Development
Technical requirements
Creating a public endpoint server that calls the OpenAI API
Getting ready
How to do it…
How it works…
Extending the endpoint server to accept parameters and return data
How to do it…
How it works…
Calling the user-created endpoint from no-code applications
Getting ready
How to do it…
How it works…
Chapter 6: Building Intelligent Applications with the OpenAI API
Technical requirements
Creating a wrapper application that generates replies to your emails
How to do it…
How it works…
Creating a multi-modal application that generates travel itineraries
How to do it…
How it works…
Chapter 7: Building Assistants with the OpenAI API
Technical requirements
Creating a knowledge-retrieval assistant application
Getting ready
How to do it…
How it works…
Creating a knowledge-retrieval assistant through the Assistants API
How to do it…
How it works…
Index
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