GenerativeAI: GPT, Function calling, Whisper, LangChain

سرفصل های دوره

Hands-on projects (JS & Python) to get started fast with Conversational AI, Speech-to-text, Function calling & LangChain

1. Introduction

1. Welcome

2.1 exercise-files.zip

2. Exercise Files (download)

2. GPT models integrating AI into web projects (Python Quickstart)

1. Getting Started with OpenAI First Look

2. Download the starter project

3. Requirements & Set up the development environment.html

4. Setting up the environment (Quickstart guide)

5. Setting up an API Key

6. Defining environment variables.html

7. Making API Requests

3. Introduction to the ChatGPT AI and the Chat language models (NodeJS)

1. Conversational AI

2. Installation & requirements.html

3. Starter Project install dependencies express, cors, openai

4. Defining a system message and a prompt

5. Making API requests

6. Final steps

4. Build a REST API (NodeJS & ExpressJS)

1. Introduction & Learning Objectives.html

2. Setting up a Node server with Express

3. Express server {source code}.html

4. Defining Prompts and making requests

5. Defining a request { source code }.html

6. Testing with Postman

5. Build a REST API connect a React client application

1. Build a Chatbot user interface

2. Setting up the React application

3. Defining Requests with axios

4. Allow CORS Access-Control-Allow-Origin - install cors

5. Connecting the client application to the REST API

6. Extend the GPT models capacities with Function Calling (Node.js)

1. Introducing Function Calling

2. Getting started starter project & Function Calling feature

3. Calling External Data introduction to OpenWeathermap.org

4. Source code to fetch the current weather information.html

5. Testing Function Calling

6. Final steps - connect to the chatbot

7. Speech-2-Text (Whisper Audio API) convert audio to text (Python)

1. Whisper Audio API learn how to turn audio into text.html

2. Set up starter project, install libraries ...

3. Download audio to file system

4. Converting audio to text

5. Listen to Podcast and read transcripts

8. LangChain Framework chain and combine LLMs capabilities (Javascript)

1. Getting started Langchain, Audio Whisper ...

2. Download starter Project & install dependencies

3. Audio whisper model install loader

4. Building a transcription application Summarization chain

5. Test ingwith Postman

6. Build a React client application

7. Final steps

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تولید کننده: Udemy