KEY FEATURE !!!

GENERATE Productivity App, not beautiful junk
One-click Deployment (based on Vercel & TiDB Cloud).
AI Inspiration, Refining Ideas.
Just input your idea to Convex
One-click AI-generated Full Project.
auto publish change to TiDB Cloud / Vercel
One click to Generate Doc/ NextJS API & Web / TiDB Data Service / Chatgpt Plugin ....

Inspiration

Here's our answer:

People doesn't need to master programming, but to focus on creative thinking.

During this Hackathon, we validated two pioneering features of this concept.

Engineering
Multimodality

To make sure AI create Productivity App, NOT **beautiful junk

What it does

one click deployment our seed app

input your idea.

Wait AI generate everything.

doc
test
api
page
chatgpt plugin
tidb data service
...

TiDB Cloud and Vercel will handle all devops work!

How we built it

NextJS front/ API
Prisma ORM
TiDB Serverless Database
TiDB Data Service AP
OpenAI Gpt4, Vercel AI SDK
Vercel. deploy

Challenges we ran into

See us TiDB + Vercel Deploy button? It's magic. guess how we found and build it?

To generate controllable and expected projects without falling into the illusion of producing mere toys, we have implemented several approaches:

Leveraging cutting-edge research: We incorporate insights from the latest academic papers, including techniques like "Chain-of-thought" and "ReACT," to ensure our AI remains grounded in real-world applications.

AI Agent Pair Programming: We have introduced a novel method where two AI agents engage in a dialogue, providing different perspectives on the task. This iterative process helps generate stable and reliable code.

E2E Testing as a Reward: During training, we use End-to-End (E2E) testing as a rewarding mechanism. Multiple iterations are performed to generate projects that pass the user's project proposal-based tests. This significantly enhances the reliability of the resulting projects.

By combining these methods, we aim to produce AI-generated projects that are controllable, dependable, and align with user expectations, going beyond the limitations of mere toys.