How to utilize ctx-open as context-memory

[can5162]

Please elaborate , give more information , how to utilize this project as memory for ai systems.
From Ctx.Providers , the ctx-open system depend on AnthropicProvider or OpenAiProvider so it does not work offline as memory and no data base or offline storage
Thanks

[can5162]

Could please consider https://github.com/varun29ankuS/shodh-memory project and provide offline version for ctx-open ?

[diegoxtr]

Please take a look the description :

Without CTX / With CTX
Without CTX:

the agent searches for context again
it re-reads documents and code it already inspected
it re-infers or forgets prior decisions
it spends steps reconstructing state before it can make progress
With CTX:

the agent reads the active cognitive line first
it sees what was tried, what was found, and what was decided
it can continue from the last useful state
it can explain why the work looks the way it does

I think you're confusing concepts and you need to read the description before commenting, please.