OpenUI AI Application Journey

Transcript

1. Building an AI Application with Weave and the future of software development
2. 2 Introduction Chris Van Pelt (CVP) Co-founder / web developer / AI & space enthusiast
3. 3 What if I could just ask an LLM to generate UI components for me? 🤔 CVP
4. Tailwind CSS 💞 LLMʼs • Compact • Inline • Popular 4 Replace box with image
5. 5 wandb.me/openui
6. What does the future of software development look like? 6
7. 7 cursor.com
8. 8 github.com
9. How do you make LLMs work in applications? 9
10. 10 Recipe for making LLMs work 1. Experiment 2. Track everything 3. Inspect individual examples 4. Measure progress
11. 11 Recipe for making LLMs work 1. Experiment 2. Track everything 3. Inspect individual examples 4. Measure progress
12. 12 Recipe for making LLMs work 1. Experiment 2. Track everything 3. Inspect individual examples 4. Measure progress
13. 13 Recipe for making LLMs work 1. Experiment 2. Track everything 3. Inspect individual examples 4. Measure progress
14. 14 332,688,821 Weave
15. Weave Traces Powerful, data-oriented tracing for AI apps with a single line of code
16. 16 Demo Time 🥳
17. Weave Evaluations Full fidelity measurements for your models so you can go fast
18. How would I evaluate a use case like this which has infinite possible “right” answers? 18 👀
19. Browser Automation • Generate HTML with a model, prompt & temperature • Render the HTML in a browser and take a screenshot • Send the screenshot to an LLM with 👀 capabilities and ask for ratings 19 Replace box with image
21. 21 Demo Time 🚀
22. 22 332,688,821 wandb.me/weave