
This course includes our updated coding exercises so you can practice your skills as you learn.
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Map the basic chatbot architecture linking WhatsApp, Telegram, and Messenger to a Django or Flask backend via Ngrok and Twilio. Integrate OpenAI and Stability AI.
Break down key terms like AI, LLMs, GPT-3, and ChatGPT, and explain how prompts and prompt engineering enable large language models to generate fluent text for chatbots and virtual assistants.
Explore how a WhatsApp chatbot uses a price API and ChatGPT to convert Bitcoin to South African rand and gauge market sentiment, via a Django setup with Twilio and Kraken.
Build a customer service chatbot that answers questions from a PDF-based FAQ via WhatsApp using a Flask server, Twilio, ngrok, and the Chat PDF API.
Build a trivia game powered by GPT-3.5, integrated with WhatsApp via Flask and Twilio, using session management to track questions and user answers.
Modify the code as you earn to create your own chatbot.
Learn to build a WhatsApp survey service with Django, store responses and sentiment scores, and use OpenAI GPT-3.5 to evaluate user feedback, with Twilio testing.
Build a Flask-based rant app with a database via Flask-SQLAlchemy, using OpenAI and Twilio for WhatsApp interactions, plus a web interface to post and view rants and run sentiment analysis.
Build a Flask-based rant app with a web and WhatsApp interface, storing anonymous posts in a database, displaying the latest five runs, and applying OpenAI sentiment analysis to provide advice.
Explore building a story game on WhatsApp with a Flask app, OpenAI GPT-3, Twilio, ngrok, and SQLAlchemy, featuring user registration and a two-table conversation store.
In this comprehensive course, you'll learn how to build dynamic conversational chat-bots using Flask and Django as backend, integrate real-time communication with WhatsApp APIs, and add AI-driven chat features with ChatGPT, ChatPDF, StabilityAI and Langchain to improve the way you interact with your customers, clients, and users. With a focus on hands-on practice, you'll dive into the world of natural language processing, machine learning, and modern web app development, and emerge with the skills to create sophisticated chat-bots that can be custom-trained, answer questions, provide assistance, and even handle transactions.
Key Highlights:
1. Building chat-bots with ChatGPT: Learn how to leverage the advanced natural language processing capabilities of ChatGPT to create chat-bots that can understand and respond to user queries in a human-like manner.
2. WhatsApp Integration: Explore the integration of WhatsApp Business APIs to enhance your applications with real-time communication. Implement features that allow users to receive updates, engage in interactive conversations, and seamlessly interact with your application via WhatsApp.
3. AI-Powered Interactivity with GPTs: Unlock the potential of artificial intelligence by integrating ChatGPT into your projects. Understand how to leverage GPTs for natural language processing, creating intelligent chat interfaces that respond dynamically to user input.
4. Practical Projects for Real-World Skills: Immerse yourself in 10 hands-on projects, ranging from trivia games and personal assistants to language learning chat-bots and interactive storytelling games. Apply your knowledge to create applications with tangible real-world applications.
5. Step-by-Step Tutorials and Documentation: Our course provides clear and concise step-by-step tutorials for each project, ensuring you understand the integration of Django, WhatsApp APIs, and ChatGPT. Detailed documentation accompanies each lesson, empowering you to apply your skills independently.
6. Scalable Learning Path: Whether you're a beginner or an experienced developer, our course is designed to accommodate different skill levels. Start with the basics and gradually advance to more complex projects, all while gaining practical experience.
7. Innovative Use Cases: Explore innovative applications of AI, real-time communication, and web development. From personalized assistants to language translation services, you'll discover how to build solutions that go beyond the ordinary.
By the end of this course, you'll have developed a solid foundation in chat-bot development and gained hands-on experience with ChatGPT, Flask, Django, and WhatsApp APIs. Whether you're looking to build chat-bots for customer service, e-commerce, or entertainment purposes, this course will equip you with the skills and knowledge needed to succeed.
So why wait? Join us today and start creating innovative chat-bots that can transform the way you connect with your audience!