Background
Previously, the web pages in AIAgent projects were built using Html+Css+Js, in one word: ugly.
Choice
FastAPI + Gradio for quickly building attractive UIs
Below is the UI for RAG visualization:
The code is very simple, as follows:
https://github.com/LuochuanAD/Fine-tuning-Learn/tree/main/FastAPI%2BUvicorn%2BGradio_Demo
Trade-offs
Use cases for Gradio
- Creating AI demos
- Building internal tools
- Rapid prototyping (MVP)
- Agent debugging interfaces
- RAG visualization
Limitations (when using Gradio)
- Limited UI customization capabilities
- Limited complexity for frontend interactions
- Not suitable for production-level ToC products
Future
In the future, I plan to use Next.js + FastAPI to build the frontend and backend of a ToC AIAgent.
关于作者
我是Louis,一名长期从事iOS与AI相关工程实践的工程师,也是一个正在探索产品与商业可能性的准创始人.
这里的文章,更多是我在项目中用过,踩过坑,反复验证过的东西,而不是为了流量而写的“快内容”.
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联系与合作
如果你:
· 正在做iOS App / AI / 自动化相关的项目
· 对技术选型、架构设计、产品落地有困惑
· 或希望进行技术交流、合作探讨
欢迎通过以下邮箱联系我:
luochuanad@gmail.com
