Introduction to Generative AI 1

AI that can produce high quality content, such as text, images, and audio. Link

Materials

What is it

Generating text using LLMs

• Text generation process: using supervised learning to repeatedly predict the next word.
  • prompt: I love eating
  • AI output:
    • bagels with cream cheese
    • my mother’s meatloaf
    • out with friends
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Example of Tasks LLMs can carry out

• Writing (web interface-based application)
  • suggest 3 names for our new analytics platform
    • sure, here are 3 ideas: 1…,2…,3…,
• Reading (software-based LLM application)
  • I love my new llama T-shirt!
    • Complaint: No, Department: Apparel
• Chatting (web interface-based application)
  • Welcome to BettaBurgers!
    • I’d like a cheeseburger for delivery!

Applications

Writing

• brainstorming product names
• developing sales strategies
• writing a press release
• translating in different styles

Reading

• proofreading: spelling and grammatically errors, rewrite it with correction
• summarizing: summarize the following paper in 300 words
• customer email analysis
• reputation monitoring

Chatting

• specialised chatBot
• IT service ChatBot

Image Generation

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