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PROJECT
Exploring OpenAI API
Use the OpenAI API for automated email generation, text summarization, code generation, and image generation.
You will learn to:
Generate automated emails with GPT-3.5.
Summarizing text using GPT-3.5.
Generate Python code using GPT-3.5.
Generate images using DALL-E 3.
Skills
Natural Language Processing
Conversational Assistant
API Integration
Large Language Models (LLMs)
Generative Art
Transformer Models
Task Automation
Prerequisites
Intermediate Python coding skills
Basic understanding of Large Language Models
Basic understanding of Web API usage
OpenAI API key
Technologies
Python
OpenAI
Pandas
Matplotlib
Project Description
In this project, we’ll use OpenAI’s GPT-3.5 model via API to automate email responses, write code using natural language prompts, and summarize text. Additionally, we’ll use OpenAI’s DALL-E 3 model to generate images and illustrations from descriptions. We’ll learn how to craft clever prompts for harnessing the full power of these models.
We’ll use the GPT-3.5 series large language models, which are used in the popular ChatGPT application. These models have over 175 billion parameters and have multiple variants that help us generate images, code, and natural language.
Project Tasks
1
Getting Started
Task 0: Introduction
Task 1: Import Modules and Packages
Task 2: Set the API Key
2
Email Generation
Task 3: Generate Emails for Reviews
3
Code Generation
Task 4: Generate Python Code
4
Text Summarization
Task 5: Summarize Text
5
Image Generation
Task 6: Generate Images
Congratulations!
Relevant Courses
Use the following content to review prerequisites or explore specific concepts in detail.