The pictures make the food look so delicious. I'm hungry even though I just ate. The image can also be a network URL. So, you could host the images on S3 and upload the image through the S3 web interface. Leapcell has a similar upload interface.

This is great. After changing one model, consider testing different models with the following criteria: cost, speed of response, quality of response, match with intended use case. For example, Qwen coder might be better at coding. Additionally, the example chat application may not be able to handle some models due to the differences in the response. It would be great to hear about these. For example, I tested some reasoning models and they didn't work.

The FastOpp project’s direction is clear: a modern serverless architecture that scales cleanly. I'm not sure if this is the direction of the project. I believe this is one option, especially for people who want to deploy for free or have the ability to scale their project. FastOpp is designed to be deployed with SQLite and local file storage for simplicity and ease of deploy. If you took 30 minutes to deploy the FastOpp demo, it's a long time. Realistically, I hope that the deploy would be shorter. There are two components that take longer with Leapcell: database cannot be the SQLite library stored to a file and has to be PostgreSQL. storage must be Object Storage and cannot be a file While both of these are great and have advantages, they are more difficult. With the philosophy of FastOpp being simplicity, I don't think that serverless is the direction. I would call it a strong option. Do not prefix with RUN in Leapcell’s UI. Did you try using RUN and it failed? So nor prefix with startup() in Leapcell’s UI. Does it fail if you leave the default startup()? FastOpp’s demo imports sample photos. Ephemeral /tmp storage is not reliable for user files. I believe FastOpp downloads from unsplash, saves to a temporary area, then copies to a web directory. This is to avoid copyright and license issues. This is why there are photos and sample_photos in the storage. /health /healthz /kaithhealthcheck It does not use /health or /healthz. These are for different systems. Leapcell uses /kaithhealthcheck and /kaithheathcheck. (no l) Troubleshooting section is excellent. Add to the great parts of this post to the document that ships with FastOpp. https://github.com/Oppkey/fastopp/issues/156 It would be great to extend the Troubleshooting section that involving students

Is it possible to have more people contribute to this blog? How do you add more people?

Great that Leapcell doesn't require a credit card at the free tier. I feel it is a significant behavior to creativity. I hope that their service does not get abused by people doing bad things and taking advantage of their generosity. I would like to try and install uv into Leapcell with pip install uv and then use uv to manage the installation.