What you'll learn

How to use the OpenAI API to build and customize AI chatbots
Techniques for extending LLM capabilities with function calling
Hands-on experience with DALL-E and the Whisper Audio API
Building custom-knowledge chatbots using LangChain, embeddings, and ChromaDB
Best practices for integrating generative AI into Python applications

Requirements

Basic knowledge of Python programming
Familiarity with web development concepts (helpful but not required)

Description

Since the launch of ChatGPT and OpenAI API models, generative AI has revolutionized the tech landscape, opening up endless possibilities for innovation in software and web development.This course, " Generative AI with Python: Build Apps in OpenAI & LangChain " is your comprehensive guide to harnessing the power of generative AI to create cutting-edge Python applications.Join us as you dive into the world of generative AI, starting with the fundamentals and progressing to advanced techniques. You'll learn how to use the OpenAI API to build and customize AI-powered chatbots, integrate them into your applications, and extend their capabilities using function calling.Explore other generative models like DALL-E for image generation and the Whisper Audio API for speech-to-text applications, gaining hands-on experience with the latest tools and technologies.The course also covers how to build custom-knowledge chatbots using LangChain, embeddings, and ChromaDB, enabling you to create intelligent, context-aware AI solutions tailored to specific domains.Through practical exercises, real-world examples, and step-by-step guidance, you'll gain the skills and confidence to innovate with generative AI.Whether you're a Python developer, web developer, or AI enthusiast, this course will equip you with the knowledge to stay ahead in the rapidly evolving tech landscape.Enroll now and start building the future of AI-powered applications today!

Overview

Section 1: Introduction to Generative AI: Fundamentals & Applications
Lecture 1 Introduction to Generative AI
Lecture 2 How Generative AI Works
Lecture 3 Who Is This Course For?
Lecture 4 Course

Requirements

Lecture 5 Exercise Files
Section 2: Generative AI Development: Key Concepts & Setup
Lecture 6 Create an OpenAI account
Lecture 7 Get started using OpenAI
Lecture 8 Start a New Project
Lecture 9 Get up and running with the OpenAI API
Lecture 10 Create completion
Section 3: Building a Chatbot Application with the ChatGPT API
Lecture 11 Introduction to Chatbots
Lecture 12 Create a basic Chatbot
Section 4: Exploring Advanced Generative Models: DALL-E & Whisper
Lecture 13 The Moderations endpoint
Lecture 14 Integrate a Moderation Layer
Section 5: Enhancing LLM Capabilities with Function Calling
Lecture 15 OpenAI's Function Calling
Lecture 16 Function calling integration
Lecture 17 Function calling execution
Section 6: Developing a Custom-Knowledge Chatbot with LangChain & ChromaDB
Lecture 18 Why using LangChain
Lecture 19 How LangChain works
Section 7: What's Next
Lecture 20 Final words
Python developers looking to integrate AI into their applications,Web developers interested in generative AI and chatbot development,AI enthusiasts eager to explore OpenAI's latest tools and models,Tech professionals aiming to stay ahead in the AI revolution

Homepage:

https://www.udemy.com/course/generative-ai-with-python-build-apps-in-openai-langchain/