OpenUI AI Application Journey

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Building an AI Application with Weave and the future of software development

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2 Introduction Chris Van Pelt (CVP) Co-founder / web developer / AI & space enthusiast

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3 What if I could just ask an LLM to generate UI components for me? 🤔 CVP

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Tailwind CSS 💞 LLMʼs ● Compact ● Inline ● Popular 4 Replace box with image

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5 wandb.me/openui

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What does the future of software development look like? 6

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7 cursor.com

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8 github.com

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How do you make LLMs work in applications? 9

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10 Recipe for making LLMs work 1. Experiment 2. Track everything 3. Inspect individual examples 4. Measure progress

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11 Recipe for making LLMs work 1. Experiment 2. Track everything 3. Inspect individual examples 4. Measure progress

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12 Recipe for making LLMs work 1. Experiment 2. Track everything 3. Inspect individual examples 4. Measure progress

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13 Recipe for making LLMs work 1. Experiment 2. Track everything 3. Inspect individual examples 4. Measure progress

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14 332,688,821 Weave

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Weave Traces Powerful, data-oriented tracing for AI apps with a single line of code

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16 Demo Time 🥳

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Weave Evaluations Full fidelity measurements for your models so you can go fast

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How would I evaluate a use case like this which has inﬁnite possible “right” answers? 18 👀

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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