Description
Mastering Chatbots with Botpress Rasa3 and LLM’s Flowise course Are you ready to learn how to develop powerful AI-powered chatbots from scratch? There are many courses that teach you how to develop chatbots, so what makes this course different?
- We do not use cloud-based chatbot solutions such as Dialogflow, IBM Watson or Microsoft Azure. Instead, we focus on free and open source technologies that are just as robust and powerful.
- We don’t just talk about the basics of chatbot development. We dive deep into this world.
- This course is full of project-based training. Many techniques are acquired by developing a series of chatbot projects
Chatbots are everywhere and are becoming an important part of our daily lives. They are used for a wide variety of applications, from customer service to online shopping, and are becoming increasingly advanced and sophisticated. In this course, we explore different types of chatbots and their use cases, including rule-based chatbots, AI-based chatbots, and conversational AI. We also cover various technologies and platforms used to build chatbots, such as Natural Language Processing (NLP), Machine Learning (ML), and open-source chatbot development projects such as Botpress, Rasa, Transformers, langChain, fastAPI, Docker, and more. By the end of the course, students will have a comprehensive understanding of the current state of chatbot technology and how it can be used in real-world applications. This knowledge will give students the skills and confidence to start their own chatbot projects and contribute to the rapidly evolving field of conversational artificial intelligence.
What you will learn in the course “Mastering Chatbots with Botpress Rasa3 and LLMs Flowise”
- How to set up the tools in your development environment
- How to install and run your first Botpress project
- You will learn what the Conversation Flow Studio is
- Develop different types of chatbot response templates
- You will learn how to integrate third parties and APIs to provide external information to users
- How to develop a QnA chatbot
- Understand objective problem detection and how to solve it using rule-based or neural network techniques
- How to identify entities in user messages and close gaps.
- How to collect user data and send it to an external API or store it in a database.
- How to develop your own chatbot assistant mockups
- How to integrate Botpress with Rasa Chatbot Assistant
- How to develop a FastAPI application for your AI projects
- How to integrate your chatbot into popular messaging platforms like Facebook Messenger and Telegram
- How to use modern large-scale language models (LLM) like OpenAI to support your chatbots
- Learn all the basics of building a robust application with ChatGPT and great open source language models
- How to use drag-drop UI tools like Flowise to develop LLM chatbots
- How to use LLM to develop AI engines and chatbots
- More..
This course is suitable for people who
- For those who want to learn how to create an intelligent digital assistant (chatbot) using open source tools.
Chatbots with Botpress Rasa3 and LLMs master Flowise course specifications
- Editor: Udemy
- Teacher: Abu Bakr Soliman
- Training level: beginner to advanced
- Training duration: 11 hours and 16 minutes
- Number of courses
Headlines for Mastering Chatbots with Botpress Rasa3 & LLMs Flowise course on 11.2023
Mastering Chatbots with Botpress Rasa3 and LLMs. Prerequisites for the Flowise course
- For much of this course, no programming knowledge is required. For the advanced levels, only the basics of Python and JavaScript are required
Course pictures
Sample video of the course
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