Mastering Chatbots with Botpress, Transformers, RAG & LLMs

🚀 Course Title: Mastering Chatbots with Botpress, Rasa3, RAG & LLMs Flow

👀 Headline: All You Need to Develop Your Next AI Chatbot using Open-Source Tools like Botpress, Rasa, Transformers and FastAPI

👩‍🏫 Instructor: Abu Bakr Soliman

Are you ready to unlock the full potential of AI-supported chatbots? 🤔

You've probably come across numerous courses that promise to teach you how to build chatbots. But let's be honest, most of them barely scratch the surface or rely heavily on cloud-based solutions. This course is different. We're going to leverage powerful open-source technologies that are just as robust and versatile as any commercial platform out there—without the recurring costs!

🛠️ Why Open Source?

• Cost-Effective: Utilize free, open-source tools.
• Robust Solutions: Discover the power of community-driven projects.
• Deep Dive: Go beyond the basics with advanced project-based tutorials.

Chatbots are revolutionizing customer service, e-commerce, and beyond. They're becoming more sophisticated every day. In this course, we'll explore various types of chatbots, their use cases, and the technologies that power them:

• Natural Language Processing (NLP)
• Machine Learning (ML)
• Chatbot Development Platforms like Botpress, Rasa, Transformers, langChain, FastAPI, Docker, and more!

👨‍🏫 What You'll Learn:

• Setting Up Your Development Environment - Tools you'll need to get started.
• Installing Botpress - Your first Botpress project from scratch.
• Conversation Flow Studio - Crafting engaging conversation flows.
• Chatbot Response Templates - Developing templates for diverse interactions.
• Third-Party Integration - Fetching external data and APIs for your users.
• QnA Chatbots - Building chatbots that can answer frequently asked questions.
• Intent Detection & Entity Recognition - Enhancing your chatbot's understanding of user queries.
• Data Collection & Management - Storing and forwarding user data securely.
• Rasa Chatbot Assistant Models - Designing and training Rasa models.
• Integrating Botpress with Rasa - Combining the strengths of both platforms.
• Developing with fastAPI - Serving your AI projects with a robust web framework.
• Messaging Platform Integration - Engaging users on popular platforms like Facebook Messenger and Telegram.
• Large Language Models (LLMs) - Leveraging AI powerhouses like OpenAI to enhance chatbots.
• ChatGPT & LLMs - Building modern applications with ChatGPT and LLMs.
• Drag-and-Drop UI Tools - Using Flowise to develop LLM chatbots easily.
• RAG LLM Apps - Understanding and building with RAG for a responsible AI approach.

🌟 Hands-On Learning:

By the end of this course, you'll have a solid understanding of how to build and implement chatbots using open-source tools. You'll be well-equipped to tackle real-world applications and contribute significantly to the field of conversational AI. 🤖🚀

Don't miss out on this opportunity to future-proof your skills in chatbot development. Enroll now and start building your next AI-powered assistant today! 💻✨