Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
OpenUI AI Application Journey
Search
Ryo Kanazawa
July 24, 2024
0
53
OpenUI AI Application Journey
Ryo Kanazawa
July 24, 2024
Tweet
Share
More Decks by Ryo Kanazawa
See All by Ryo Kanazawa
メタバース研究所による機械学習研究(W&Bミートアップ #15)
ryokanazawa1227
0
150
AIキャラクター向けLLMの開発
ryokanazawa1227
0
190
Featured
See All Featured
Why You Should Never Use an ORM
jnunemaker
PRO
55
9.3k
[RailsConf 2023] Rails as a piece of cake
palkan
53
5.4k
CSS Pre-Processors: Stylus, Less & Sass
bermonpainter
356
30k
Why Our Code Smells
bkeepers
PRO
336
57k
Building an army of robots
kneath
304
45k
The Language of Interfaces
destraynor
157
24k
Put a Button on it: Removing Barriers to Going Fast.
kastner
60
3.8k
Raft: Consensus for Rubyists
vanstee
137
6.8k
A Modern Web Designer's Workflow
chriscoyier
693
190k
The Success of Rails: Ensuring Growth for the Next 100 Years
eileencodes
44
7.1k
Building a Scalable Design System with Sketch
lauravandoore
462
33k
How To Stay Up To Date on Web Technology
chriscoyier
790
250k
Transcript
Building an AI Application with Weave and the future of
software development
2 Introduction Chris Van Pelt (CVP) Co-founder / web developer
/ AI & space enthusiast
3 What if I could just ask an LLM to
generate UI components for me? 🤔 CVP
Tailwind CSS 💞 LLMʼs • Compact • Inline • Popular
4 Replace box with image
5 wandb.me/openui
What does the future of software development look like? 6
7 cursor.com
8 github.com
How do you make LLMs work in applications? 9
10 Recipe for making LLMs work 1. Experiment 2. Track
everything 3. Inspect individual examples 4. Measure progress
11 Recipe for making LLMs work 1. Experiment 2. Track
everything 3. Inspect individual examples 4. Measure progress
12 Recipe for making LLMs work 1. Experiment 2. Track
everything 3. Inspect individual examples 4. Measure progress
13 Recipe for making LLMs work 1. Experiment 2. Track
everything 3. Inspect individual examples 4. Measure progress
14 332,688,821 Weave
Weave Traces Powerful, data-oriented tracing for AI apps with a
single line of code
16 Demo Time 🥳
Weave Evaluations Full fidelity measurements for your models so you
can go fast
How would I evaluate a use case like this which
has infinite possible “right” answers? 18 👀
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
20
21 Demo Time 🚀
22 332,688,821 wandb.me/weave