https://github.com/buildwithlal/openai-essentials

This repo provides a comprehensive guide to mastering All OpenAI's powerful models using Python. Each topic is covered with detailed code examples and is accompanied by a YouTube tutorial for a complete learning experience.
https://github.com/buildwithlal/openai-essentials

chatbot chatgpt code-explanation large-language-models openai openai-api speed-to-text text-to-emoji text-to-speech

Last synced: 7 days ago
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This repo provides a comprehensive guide to mastering All OpenAI's powerful models using Python. Each topic is covered with detailed code examples and is accompanied by a YouTube tutorial for a complete learning experience.

• Host: GitHub
• URL: https://github.com/buildwithlal/openai-essentials
• Owner: BuildWithLal
• Created: 2024-07-15T14:23:38.000Z (4 months ago)
• Default Branch: master
• Last Pushed: 2024-09-13T08:11:38.000Z (2 months ago)
• Last Synced: 2024-09-13T21:30:32.614Z (2 months ago)
• Topics: chatbot, chatgpt, code-explanation, large-language-models, openai, openai-api, speed-to-text, text-to-emoji, text-to-speech
• Language: Jupyter Notebook
• Homepage:
• Size: 9.75 MB
• Stars: 1
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
#### OpenAI Essentials using Python

This repo provides a comprehensive guide to mastering OpenAI's powerful models using Python. Each topic is covered with detailed **code examples**, a detailed **Medium.com article** and is accompanied by a **YouTube tutorial** for a complete learning experience.

#### Features:

* Comprehensive Coverage: From basics to advanced topics in OpenAI.

* Python Code Examples: Practical and easy-to-follow examples.

* YouTube Tutorials: Each topic includes a link to a corresponding YouTube video for visual learners.

* Structured Learning Path: Follow a clear path from beginner to advanced topics.

#### Topics Covered:

* What is Generative AI and Large Language Models

* Introduction to OpenAI and Working with the GPT models

* Understand GPT Tokens and Brief Comparison of GPT Models

* Connect GPT models with External tools using Function Calling

* Image creation and manipulation with DALL-E

* Text-to-speech conversion

* Speech-to-text transcription and translation with Whisper

* Identify potential harmful text with Moderation Model

* Fine-tuning GPT models for specific tasks

* OpenAI Rate Limits - Essential Guide to Manage Requests and Tokens

* Save 50% on OpenAI: Complete Guide to Batch Requests

* OpenAI Production Best Practices

#### How to Use:

* Clone the Repository: `git clone github.com/BuildWithLal/openai-essentials.git`

* Navigate to Topics: Each file contains code examples

* Follow Along: Use the code and watch the videos or read relevant articles to enhance your understanding.

#### Tech Stack

* OpenAI

* python-dotenv

* notebook