posit-dev / posit-dev/raghilda

Feature Request: Key-Only Storage Mode (Remote Text Retrieval)

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Dominant language
Python
Stars
36
Forks
0
Avg merge
17m
Merged PRs (30d)
3

Description

Storing raw document text in the local DuckDB file is a blocker for data-sensitive environments. Teams subject to data controls may not be able to store plaintext content locally, even privately.

A "reference key mode" that persists only a reference key alongside each index entry but never writes the raw text to disk would be useful here. At query time, the caller resolves keys to content via a provided callback or some other way.

Thank you!

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Research direction

Start by locating the DuckDB index persistence and query entry points, then trace where raw document text is currently stored and retrieved. Define how reference keys are persisted and how the caller-provided resolver supplies content at query time; done means plaintext is never written locally while keyed queries still retrieve the intended content.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
database
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Quiet
Clarity
Mostly clear
Newbie friendliness
35/100

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