Explore the process of fine-tuning an information companion chatbot in this 49-minute video tutorial. Learn how to create a safe and effective AI chatbot using the OpenAI API, addressing potential risks and benefits of open-ended conversations. Discover guidelines for building chatbots that can provide helpful information on various topics while maintaining ethical boundaries. The tutorial covers techniques for generating synthetic training data, automating conversation generation, and creating specialized knowledge bases. Gain insights into handling sensitive topics, providing compassionate advice, and developing educational chatbots. Understand the importance of content filtering and safety measures when designing AI companions for various purposes.
GPT-3 Working Session - Finetune an Information Companion Chatbot in 30 Minutes
David Shapiro ~ AI via YouTube
Overview
Syllabus
- Creating a safe companion chatbot
- Using the OpenAI API to filter content
- Risks and benefits of open-ended chatbots
- The dangers of chat bots
- Guidelines for creating safe chatbots
- Building a chatbot to help with anything
- Building an AI chatbot companion
- Creating a safe chatbot
- The need for specialized knowledge
- Violence, self-harm, and sexual content
- The topic of the following conversation is difficult family members
- A chatbot providing compassionate listening and sound advice
- Generating synthetic data for a chatbot
- Automated conversation generation
- A function for opening and saving files
- Generating conversations with a chatbot
- Investigating the Underlying Problem
- Creating a training data file for a chatbot
- Creating a chatbot for educational purposes
- A conversation about dinosaurs
- Making a grenade launcher at home
- Creating a chatbot to discuss illegal activity
- Creating an educational chatbot
Taught by
David Shapiro ~ AI
