Creating Straightforward Chatgpt Api Python Applications

Creating Straightforward Chatgpt Api Python Applications
Published 4/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English

| Size: 369.64 MB[/center]
| Duration: 0h 42m
Mastering ChatGPT API: Advanced Python Applications with Text Embeddings

What you'll learn

Implement custom embeddings with the ChatGPT model in Python.

Develop a Python application to analyze PDF documents using ChatGPT

Utilize OpenAI API to generate embeddings for text data

Explore advanced techniques for embedding text data with OpenAI API

Requirements

No specific requirements or prerequisites

Description

"Creating Straightforward ChatGPT API Python Applications with Embeddings" is not just a course; it's a transformative learning experience designed to empower participants with the tools and techniques needed to harness the full potential of OpenAI's ChatGPT model and text embeddings. Through a comprehensive curriculum and hands-on projects, participants will embark on a journey of discovery, exploring innovative ways to leverage AI-driven applications in their Python development endeavors.The course kicks off with an immersive exploration of using the ChatGPT model in Python to answer questions about PDF files, providing participants with valuable insights into extracting information efficiently from documents. From there, participants will progress to more advanced topics, delving into the generation and embedding of text data using the OpenAI API. Armed with this knowledge, participants will learn how to manipulate and analyze textual information with precision and ease.But the true magic of this course lies in its practical approach. Through a series of hands-on projects and exercises, participants will have the opportunity to apply their newfound skills in real-world scenarios, gaining invaluable experience in developing custom solutions tailored to their specific needs. By the end of the course, participants will emerge as proficient developers capable of building sophisticated Python applications that leverage the capabilities of OpenAI's ChatGPT model and text embeddings to tackle complex challenges head-on.Whether you're a seasoned developer looking to expand your skill set or a newcomer eager to explore the vast possibilities of AI-driven applications, this course provides the perfect blend of theory and practice to help you succeed in today's rapidly evolving technological landscape. Join us on this exciting journey and unlock the full potential of OpenAI's ChatGPT API, revolutionizing the way you build Python applications one line of code at a time!

Overview

Section 1: Answer questions about PDF with ChatGPT model in Python

Lecture 1 01 Load and read PDF in Python

Lecture 2 02 Build vector index from PDF text in Python

Lecture 3 03 Answer questions about PDF with ChatGPT model in Python

Section 2: 10 Generate and Embed text data with OpenAI API

Lecture 4 01 Generate review data with ChatGPT API

Lecture 5 02 Format Python text to multidimensional Pandas dataframe

Lecture 6 03 Change column data type in Pandas dataframe

Lecture 7 04 Embed text data with OpenAI API

Lecture 8 Bonus Lecture

Absolute Beginners