Create Your Own ChatGPT Clone using Python

Name: Create Your Own ChatGPT Clone using Python
Rating: 4.3 (5 reviews)

Master the art of building a chatbot clone with ChatGPT clone course!

Created byEduonix Learning Solutions

Last updated 9/2023

English

English [Auto],

What you'll learn

Learn Basic ChatGPT API Interaction in Python
Learn to create ChatGPT API using Python FastAPI
Create React Project with ChatGPT
Create your own ChatGPT model solutions for Fine-Tune models

Course content

7 sections • 22 lectures • 2h 26m total length

Introduction1:10
Explore ChatGPT, the OpenAI API, and model options while building your own ChatGPT clone in Python.
Required Resources2:18
Identify essential tools for building a ChatGPT clone, including the OpenAI documentation, PyCharm, Visual Studio Code, Python, Node.js, and JavaScript, while awaiting the next video for installation steps.
Prerequisites4:40
Identify essential prerequisites for the course, emphasizing coding experience and core concepts like variables, loops, functions, APIs, JSON, and HTTP to connect Python and JavaScript to ChatGPT services.
ChatGPT API Registration5:39
Register for the ChatGPT API, create and safeguard your secret key, monitor your usage and five credits, and understand costs in Python development.

Introduction1:46
Learn to interact with the ChatGPT API using Python, starting with dynamic prompts and simple responses, and progress to parameters and varied interaction styles in PyCharm.
Basic ChatGPT API Interaction in Python21:05
Learn to connect to the ChatGPT API in Python by securely loading your API key from a dot env file and using the OpenAI library to send prompts and read responses.
Looking at the API parameters and urls18:46
Explore API parameters and URLs for building a ChatGPT clone. Learn how model, temperature, max tokens, top P, and penalties shape responses.
Summary1:08
Explore python ChatGPT interactions with the OpenAI library, master key management via dot env, and settings, as you prepare to build your own ChatGPT API in the next section.

Introduction1:24
Learn how to build your own ChatGPT-like api using Python and FastAPI, connecting a user-facing rest api to OpenAI through a custom layer.
Creating ChatGPT API using Python FastAPI19:41
Learn to build a fast api using python fastapi, create a chatgpt capable endpoint with post /chat, handle prompts, and integrate openai api to power responses.
Summary1:42
Learn to build and connect a Python-based ChatGPT API using rest and fastapi, implementing basic interactions. Next, prepare to create a React-based ChatGPT clone.

Introduction1:19
Begin building a ChatGPT clone by creating a React project in Visual Studio Code, using Node.js alongside Python and PyCharm, and implementing a ChatGPT-style UI.
Creating React Project with ChatGPT15:24
Develop a ChatGPT clone using a React frontend, setting up a create-react-app project and building chat components with Axios-powered API calls.
Improving project with styles6:47
Improve the ChatGPT clone UI by styling the React chat app, ensuring own messages display, adding a dark theme, and optimizing for mobile with centered alignment.
Summary1:49
Explore how to build a ChatGPT clone with a connected backend and frontend, using axios to send requests to a PyCharm project and harness context to generate simple prompts.

Introduction1:00
Create your own ChatGPT model tailored to a specific problem, moving beyond general models to answer your unique queries, starting from scratch in this section.
Creating your own ChatGPT model solutions for Fine-Tune models19:01
Learn to create a fine-tuned chat model by preparing jsonl training data with prompt and completion, selecting a model like Ada or DaVinci, and handling API keys and cost.
Summary0:35
Learn how to choose the right model for your project by selecting a specific setting for a task, and understand when and why to use a model in ChatGPT.

Introduction4:11
Balance cost and capability by starting with a middle option like Curie or Babbage, not DaVinci. Tune temperature and settings to fit your task, then compare differences in lessons.
How to choose a GPT model for your problem8:05
Identify the right GPT model for your problem by weighing task complexity and cost, from GPT-3.5 turbo to DaVinci, with Ada, Curie, and fine-tuning options.
Summary1:26
Choose the right model for your Python ChatGPT clone by starting in the middle with GPT 3.5 turbo, then tweak settings and compare Ada, Curie, and DaVinci to optimize cost.

Requirements

Learner should know Python & React development basics.
Leaner should know basics of API interaction.

Description

Welcome to "Create Your Own ChatGPT Clone using Python," the ultimate guide to building your very own AI-powered chatbot using Python. In this comprehensive course, you will embark on a fascinating journey into the world of natural language processing and conversational AI, allowing you to create a ChatGPT-like chatbot from scratch.

Here's a sneak peek into what you'll learn throughout this course:

Introduction to ChatGPT Python: Get started by exploring the foundations of ChatGPT and understanding the essential Python libraries and tools needed for building a conversational AI.
ChatGPT Python API: Dive deep into the ChatGPT API and learn how to interact with it using Python. Discover the capabilities of this powerful tool and how to harness it for your projects.
ChatGPT React Project: Build a user-friendly front-end for your ChatGPT clone using React. Create an engaging and intuitive interface that enables seamless interactions with your AI chatbot.
ChatGPT Fine-tune Models: Explore the process of fine-tuning your ChatGPT model. Understand how to train your chatbot to become even more specialized and responsive to user queries.
Choosing a Model for Your Project: Navigate the various pre-trained models available for ChatGPT and make informed decisions about selecting the best one for your specific application. Learn how to balance accuracy, speed, and resource requirements.
Prompts: Master the art of crafting effective prompts that elicit meaningful responses from your chatbot. Understand the nuances of prompting to create engaging and dynamic conversations.

By the end of this course, you will have the skills and knowledge to create your very own ChatGPT clone using Python, complete with a user-friendly interface and a finely-tuned conversational AI model. Whether you're a developer looking to enhance your AI capabilities or an enthusiast eager to explore the exciting world of chatbots, this course is your gateway to creating intelligent, responsive, and interactive AI-powered chat applications.

Join us on this exciting journey, and start building your ChatGPT clone today! Enroll now to unlock the potential of conversational AI with Python.

Who this course is for:

Python developers interested in creating their own AI chatbot.
Aspiring AI and NLP enthusiasts eager to learn chatbot development.
Students and professionals looking to gain practical experience in AI and Python.
Innovators and tech enthusiasts seeking to explore the world of conversational AI.

Create Your Own ChatGPT Clone using Python

What you'll learn

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Course content

Course Introduction4 lectures • 14min

Introduction to ChatGPT Python4 lectures • 43min

ChatGPT Python API3 lectures • 23min

ChatGPT React Project4 lectures • 25min

ChatGPT Fine tune models3 lectures • 21min

Choosing a model for your project3 lectures • 14min

Course Summary1 lecture • 7min

Requirements

Description

Who this course is for: