OpenAI API Mastery with Python: From Zero to Expert

سرفصل های دوره

Build OpenAI Apps with Python & Streamlit. Explore Chat Completion, Assistant API & Fine-Tuning, GPT 3.5, GPT 4

1. Introduction

1. Introduction

2. Create OpenAI Account.html

2. Large Language Models (LLMs) Essential Concepts

1. What will you learn

2. Foundation of Large Language Models

3. OpenAI Playground - No Coding

1. OpenAI API

2. UsageBilling, Settings, Rate Limit

3. Completion

4. Chat

4. Assistants in Playground

1. Assistant

2. Assistant - Knowlege Retrival

3. Assistant - Code Interpreter (Analysis data in csv file)

4. Data Analysis Assignment with Assistant.html

5. OpenAI API with Python

1. Create API (Secret Keys)

2. Setting up Python for OpenAI

3. Setting up your Secret key in Python

4. Sending API request to OpenAI - part1

5. Sending API request to OpenAI - part2

6. Sending API request to OpenAI - part3

7. Stream API request to OpenAI

6. Create ChatGPT App in Steamlit

1. ChatGPT App with OpenAI API - part1 (Chat Elements)

2. ChatGPT App with OpenAI API - part2

3. ChatGPT App with OpenAI API - part3

7. Assistant API in Python

1. What is Assistant API

2. How Assistant API works

3. Assistant API Playground Logs Review

4. Run Lifecycle of Assistant API

5. Create Assistants in Python

6. Create Thread and Message for Assistant

7. Create Run and run the assistant

8. Get response for another Prompt (Create Assistant Run Function)

9. Visualization with Assistants (Get Plots from Data) part 1

10. Visualization with Assistants (Get Plots from Data) part 2

11. Create Data visualizer Assistant App in Streamlit

12. Data Visualizer Assistant App in Streamlit - part 2 (thread, sesssion state)

13. Data Visualizer Assistant App in Streamlit - part 3 (chat input, chat message)

14. Data Visualizer Assistant App in Streamlit - part 4 (connect to assistants)

15. Data Visualizer Assistant App in Streamlit - part 5

16.1 assistants app · Streamlit.pdf

16. Prompts to get more visualization on data.html

8. BONUS

1. Bonus Lecture.html

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تولید کننده: Udemy