Mastering Chatbots with Botpress, Rasa3 & LLMs Flowise
All you need to develop your next AI Chatbot using Open-Source tools like Botpress, Rasa, Transformers and FastAPI
What you'll learn
- Developing Chatbots using Open-Source tools like Botpress, Rasa and Transformers. No cloud based solutions.
- Understand all of the Chatbot developing pillars like intent-detection, entity-recognition, conversation flow and more.
- Learn the Concepts of Prompt Engineering using LangChain, ChatGPT and HuggingFace
- Develop Neural Networks models to detect entities and Recognize entities in the user messages.
- Integrate with third parties and APIs to develop mature chatbots with live data.
- Develop web applications using fastAPI to support the chatbot services.
- Learn via developing a set of real-world chatbot projects.
