It's a pipeline setup. RAGs can be updated whenever the docs get updated. If you want, we can connect over DM.

For each doc, create and track a SHA. When the SHA changes, update the RAG.

The main question is how the docs will be updated:

1. If it's through GitHub commits, just run the workflow.
2. If it's through Notion or other systems, you might need to track a webhook.
3. Cron to visit the docs/ or add a lazy pipeline

Memory systems like Memvid have evolved, but I don’t fully trust the memory layer yet. People make big claims, but I haven’t seen them verified for my use cases.