掌握 Python OpenAI API 和 GPT-4 - 基于项目的方法
上次更新时间:2024-09-29
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课程内容
1 - Introduction
2 - Getting Started
- 1 - 2.1 Getting started with the OpenAI API
- 1 - 2.2 Creating a new API Key
- 1 - 2.4 Your first API request
- 2 - 2.2 Creating a new API Key
- 2 - 2.5 Diving into the documentation
- 3 - 2.4 Your first API request
- 4 - 2.5 Diving into the documentation
- 5 - 2.6 Introducing Models
- 6 - 2.7 The pricing system
- 7 - 2.8 What are Tokens
- 8 - 2.9 Controlling the amount of tokens used (max_tokens)
- 9 - 2.10 Controlling the amount of choices (n)
- 10 - 2.11 Best Practice Hiding your API Key
3 - [Project] Creating a Web-Based Translator
4 - Prompt Engineering
- 1 - 4.1 What is Prompt Engineering & Why it's important
- 2 - 4.2 Transformer Architecture
- 3 - 4.3 Environment setup
- 4 - 4.4 bad vs. good Prompt
- 5 - 4.5 Key Concepts for a good Prompt
- 6 - 4.6 Crafting effective Prompts
- 7 - 4.7 few-shot and zero-shot (1)
- 8 - 4.8 few-shot and zero-shot (2)
- 9 - 4.9 role-playing and persona-based Prompts
- 10 - 4.11 Analysing data
- 11 - 4.10 Manipulating tone, style and format
- 12 - 4.12 Common Prompt Engineering Pitfalls
5 - Introducing GPT-4
6 - [Project] Build your own Chatbot using GPT-4
7 - Working with GPT-4 and Code
8 - [Project] Interactive Code Reviewer
9 - Additional API Request Parameters & Tools
10 - Embeddings
11 - Working with Audio
12 - Generating, Edit & Work with Images (DALL-E)
13 - Course Wrap-Up and Future Opportunities
课程内容
13个章节 , 76个讲座
1 - Introduction
2 - Getting Started
- 1 - 2.1 Getting started with the OpenAI API
- 1 - 2.2 Creating a new API Key
- 1 - 2.4 Your first API request
- 2 - 2.2 Creating a new API Key
- 2 - 2.5 Diving into the documentation
- 3 - 2.4 Your first API request
- 4 - 2.5 Diving into the documentation
- 5 - 2.6 Introducing Models
- 6 - 2.7 The pricing system
- 7 - 2.8 What are Tokens
- 8 - 2.9 Controlling the amount of tokens used (max_tokens)
- 9 - 2.10 Controlling the amount of choices (n)
- 10 - 2.11 Best Practice Hiding your API Key
3 - [Project] Creating a Web-Based Translator
4 - Prompt Engineering
- 1 - 4.1 What is Prompt Engineering & Why it's important
- 2 - 4.2 Transformer Architecture
- 3 - 4.3 Environment setup
- 4 - 4.4 bad vs. good Prompt
- 5 - 4.5 Key Concepts for a good Prompt
- 6 - 4.6 Crafting effective Prompts
- 7 - 4.7 few-shot and zero-shot (1)
- 8 - 4.8 few-shot and zero-shot (2)
- 9 - 4.9 role-playing and persona-based Prompts
- 10 - 4.11 Analysing data
- 11 - 4.10 Manipulating tone, style and format
- 12 - 4.12 Common Prompt Engineering Pitfalls