gusye

I’ve seen teams struggle on both sides of this.

The vendor route feels great at the beginning with clean UX and fewer moving parts, until costs creep up or you suddenly need an engine or table format the platform doesn’t really support.

The open route gives you freedom, but then you’re managing multiple catalogs, inconsistent metadata models, and a bunch of glue code nobody planned for but still ends up living forever. Gravitino seems to be tackling the “one catalog vs many catalogs” issue.

Where do lineage and ACLs actually live in your setup? I’m genuinely curious how people are handling this today.

I did something similar to this: https://github.com/memodb-io/drive-flow.

It supports tasks, dynamic routes and parallel execution in pure Python build-ins(zero deps). But just a side project so no persistent stuff and just a easy tool.

Cool project, looks neat!

I'm curious how the adaptive memory decay is implemented and how is it different from mem0?

Yeah, that's something I definitely love to add in next few days. I plan to use one of the Test Dataset from GraphRAG paper.

Thank you for your reply! Indeed, creating an extension for Alfred or Raycast would be better. However, personally, I feel that it may not be fast enough since it would require some command prompts to enter the question and answer mode. As for Electron, I agree with what you said. Although I haven't observed too many lagging issues at the moment, the current app package size has already reached 90MB...

I really enjoy using some launch tools, like Spotlight, Alfred, and so on. I love the feeling of being able to switch applications without having to leave the keyboard. Recently, I've been looking for a way to directly chat with ChatGPT in a Spotlight-like app, but I haven't found any open-source solutions. I have an OpenAI API key, and I just want something that I can use by simply entering the key and cover my own cost. So I spent a few days using Electron to create a simple cross-platform version. Its functionality is very simple, just a shortcut key to invoke Spotlight, where you can input your question and automatically copy the answer. Pressing the shortcut key again will bring you back to where you were working before. I really like the feeling of quick access, and this little tool has also saved me some time. It also can save customized prompts.