Building AI Applications with ChatGPT APIs Master ChatGPT, Whisper, and DALL-E APIs by Building Ten Innovative AI Projects
Enhance your application development skills with the power of the ChatGPT API, mastering innovative application building, model fine-tuning, and tool integration through practical examples Key Features Become proficient in building AI applications with ChatGPT, DALL-E, and Whisper Understand how to...
| Otros Autores: | |
|---|---|
| Formato: | Libro electrónico |
| Idioma: | Inglés |
| Publicado: |
Birmingham, England :
Packt Publishing Ltd
[2023]
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| Edición: | First edition |
| Materias: | |
| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009768139106719 |
Tabla de Contenidos:
- Cover
- Title Page
- Copyright and Credits
- Contributors
- Table of Contents
- Preface
- Part 1:Getting Started with OpenAI APIs
- Chapter 1: Beginning with the ChatGPT API for NLP Tasks
- Technical Requirements
- The ChatGPT Revolution
- Using ChatGPT from the Web
- Creating an OpenAI Account
- ChatGPT Web Interface
- Getting Started with the ChatGPT API
- Obtaining an API Key
- API Tokens and Pricing
- Setting Up Your Python Development Environment
- Installing Python and the PyCharm IDE
- Setting Up a Python Virtual Environment
- The pip Package Installer
- Building a Python Virtual Environment from the Terminal
- A Simple ChatGPT API Response
- Summary
- Chapter 2: Building a ChatGPT Clone
- Technical Requirements
- Creating a ChatGPT Clone with Flask
- Frontend HTML Generation
- Enhancing the ChatGPT Clone Design
- Intercepting ChatGPT API Endpoints
- Summary
- Part 2: Building Web Applications with the ChatGPT API
- Chapter 3: Creating and Deploying an AI Code Bug Fixing SaaS Application Using Flask
- Technical Requirements
- Performing Multiple ChatGPT API Requests
- Setting Up the Code Bug Fixer Project
- Implementing the Code Bug Fixer Backend
- Using Text Areas and Containers
- Testing the Code Bug Fixer App
- Deploying the ChatGPT App to the Azure Cloud
- Summary
- Chapter 4: Integrating the Code Bug Fixer Application with a Payment Service
- Technical Requirements
- Integrating Payments with Stripe
- Setting Up a SQL User Database
- Initializing a SQL Database
- Getting a Browser Fingerprint ID
- Tracking Application Users
- Implementing the Usage Counters
- Adding Payments to a ChatGPT Application
- Building the Payments Page
- Confirming User Payments
- Summary
- Chapter 5: Quiz Generation App with ChatGPT and Django
- Technical Requirements
- Building a Django Project.
- Creating the Exam App Frame and Views
- Connecting Django Views and URLs
- Developing Django Templates
- Running Your Django Application
- Integrating ChatGPT and Django for Quiz Generation
- Building the Quiz Generation Text Area and Submit Button
- Creating ChatGPT API Views with Django
- Storing and Downloading Generated Quizzes
- Saving the Quizzes in an SQLite Database
- Building the Download Quiz View
- Designing the Download Template
- Summary
- Part 3: The ChatGPT, DALL-E, and Whisper APIs for Desktop Apps Development
- Chapter 6: Language Translation Desktop App with the ChatGPT API and Microsoft Word
- Technical Requirements
- Integrating ChatGPT API with Microsoft Office
- Building a User Interface with Tkinter
- Integrating Microsoft Word Text with the ChatGPT API
- Translating a Word Text with ChatGPT 3.5 Turbo
- Summary
- Chapter 7: Building an Outlook Email Reply Generator
- Technical Requirements
- Passing Outlook Data to the ChatGPT API
- Setting Up the Outlook Email
- Accessing Email Data with the win32com Client
- Generating automatic email replies
- Summary
- Chapter 8: Essay Generation Tool with PyQt and the ChatGPT API
- Technical Requirements
- Building a Desktop Application with PyQT
- Setting Up the Essay Generation Tool Project
- Building the Application GUI with PyQt
- Creating Essay Generation Methods with the ChatGPT API
- Controlling the ChatGPT API Tokens
- Summary
- Chapter 9: Integrating ChatGPT and DALL-E API: Build End-to-End PowerPoint Presentation Generator
- Technical Requirements
- Using DALL-E and the DALL-E API
- Building PowerPoint Apps with the PPTX Python Framework
- Generating Art with the DALL-E API
- Finalizing and Testing the AI Presentation Generator
- Summary
- Chapter 10: Speech Recognition and Text-to-Speech with the Whisper API
- Technical Requirements.
- Implementing Text Translation and Transcription with the Whisper API
- Building a Voice Transcriber Application
- Using PyDub for Longer Audio Inputs
- Summary
- Part 4: Advanced Concepts for Powering ChatGPT Apps
- Chapter 11: Choosing the Right ChatGPT API Model
- Technical Requirements
- ChatGPT API Models - GPT-3, GPT-4, and Beyond
- Using Chat Completion Parameters
- ChatGPT API Rate Limits
- Summary
- Chapter 12: Fine-Tuning ChatGPT to Create Unique API Models
- Technical Requirements
- Fine-Tuning ChatGPT
- Fine-Tuned Model Dataset Preparation
- Building and Using the Fine-Tuned Model
- Summary
- Index
- Other Books You May Enjoy.
