Complete OpenAI API Masterclass for Beginners using Python

سرفصل های دوره

Master AI App Development using OpenAI API integration, Prompt Engineering, Function Calling and Structured Outputs.

1 - Getting Started With the Course

1 - Course Introduction

2 - Prerequisites

2 - Course Slides and Source Code

3 - Course slides.html

3 - openai-chatgpt.zip

4 - Github Source Code.txt

4 - Source Code.html

3 - Introduction to Large Language Models LLMs OpenAI ChatGPT Theory

5 - The World Before LLMs A Glimpse into the Past

6 - Attention is all you need paper link.txt

6 - Large Language Models and its Evolution

7 - How are LLMs Models Trained

8 - GPT Models and its Evolution

9 - Advantages Challenges and Applications using LLMs

10 - Sign up for a ChatGPT Account and Start Exploring

4 - OpenAI APIs Your First Steps to Mastery

11 - Introduction to OpenAI API

11 - Openai platform.txt

12 - OpenAI Platform Playground.txt

12 - Setup OpenAI Account Open AI Playground

13 - Setup python in Mac

14 - Setup python in Windows

15 - 4.2.1-base-project-poetry.zip

15 - Set up the Base Project using Poetry

16 - Set up OpenAI APIKey

16 - apikeys.txt

16 - env file.txt

17 - 4.4-openai-client.zip

17 - Interact with GPT using OpenAI Client

18 - 4.4.1-openai-client.zip

18 - Structuring API Calls with Functions

19 - Prompt Tokens and Tokenization What are they

19 - Tokenizer.txt

20 - 4.6-openai-client-temperature.zip

20 - Chat API Reference.txt

20 - OpenAI Request Parameters temperature

21 - 4.7-openai-client-maxtokens.zip

21 - OpenAI Request Parameters maxtokens

21 - Tokenization In OpenAI API Lets Explore Tiktoken Library.txt

21 - Tokenizer.txt

22 - 4.8-openai-client-top-p.py.zip

22 - OpenAI Request Parameters topp

23 - 4.9-stream.py.zip

23 - Streaming OpenAI Responses

24 - Open AI Playground.txt

24 - Understanding System Assistant and User Messages in OpenAI

25 - 4.11-gpt-openai-user-system-message.py.zip

25 - System Assistant and User Messages in Action

5 - Mastering Multimodality Creating and Editing Images with OpenAI

26 - Introduction to MultiModality in AI

27 - 5.1-create-an-image.zip

27 - Creating an Image using OpenAI

28 - 5.2-create-an-image-file.zip

28 - Refactor Code to Write the Image in the file system

29 - 5.3-create-variation.py.zip

29 - Create an variation using the createvariation function

6 - Mastering Multimodality Exploring Vision Capabilities with OpenAI

30 - Unlocking Vision Image Understanding Capabilities using Image URL

31 - Unlocking Vision Understanding Capabilities using Encoded Image

32 - Vision API.txt

32 - Vision API Limitations

32 - Vision Limitations.txt

7 - Mastering Multimodality Creating and Processing Audio with OpenAI

33 - 7.1-TTS.zip

33 - From Speech to Sound Converting Text to Voice with OpenAIs TTS Model

33 - TexttoSpeech.txt

34 - Introduction to the Whisper API in OpenAI

34 - SpeechToText.txt

35 - Transcribing Speech using Whisper API in OpenAI

36 - Translation using Whisper API in OpenAI Translate from French to English

8 - Prompt Engineering

37 - Prompt Engineering PromptTemplate

38 - Set up Project for Prompt Engineering

39 - Prompt Engineering in Action Lets explore the Travel Plan Prompt

40 - Understanding Prompt Injection and How to Mitigate It

41 - Zero Shot Prompting

42 - Few Shot Prompting

43 - Chain of Thought Prompting

44 - Mastering MultiStep Prompts

9 - Generating Structured Data with OpenAI

45 - Introducing Structured Outputs in the API.txt

45 - Introduction to Structured Outputs in LLM

46 - Structured outputs using Prompt Engineering

47 - Structured outputs with Few Shot Examples using Prompt Engineering

48 - Pydantic in Action

49 - Structured outputs with Pydantic Model Validations using Prompt Engineering

50 - Structured outputs using responseformat and pydantic

10 - Function Calling using tools with OpenAI

51 - Function Calling What Why

52 - 10.2-function-calling-system-time.py.zip

52 - Function Calling with OpenAI Accessing System Name and Time

53 - 10.3-command-line-app.py.zip

53 - Building an Interactive CommandLine App

54 - Connecting OpenAI Function Calling to Open Meteo API for Realtime Weather Data

55 - Realtime Stock Price Retrieval using OpenAI Function Calling

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تولید کننده: Udemy