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PROJECT


Exploring OpenAI API

Use the OpenAI API for automated email generation, text summarization, code generation, and image generation.

Exploring OpenAI API

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!