Generative Ai With Python: Build Apps In Openai & Langchain

Master Generative AI: Build Python Apps with OpenAI API, LangChain, and Custom Chatbots

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