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Dynamic Data and Infinite Possibilities - Exploring Streaming Data in Generative AI
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- 1 Intro
- 2 About me
- 3 What is generative Al?
- 4 Generative Al composition What ML models make up the Generative AI?
- 5 Ecosystem
- 6 Limitations/concerns
- 7 Fine-tuning LLMs
- 8 Providing context to an LLM prompt
- 9 What is Prompt Engineering?
- 10 Example
- 11 How do we provide context?
- 12 Challenges of context injection into a prompt
- 13 Poll Question
- 14 What is Streaming Data? What is a stream?
- 15 Events
- 16 About Redpanda
- 17 Benefits
- 18 Advanced Data Analysis
- 19 Al-assisted marketing
- 20 Hyper-personalization
- 21 Data augmentation/imputation
- 22 Gaming content generation
- 23 Summary What can we take home?
