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First headline vertical. Immich is strong at CLIP search + faces but weak at descriptive keywords/captions — our gap to
fill. Immich has no in-process ML plugin hook, so this is a companion service.
Proposal ...
smk762
Add a connector layer so the same engine drops into any external system. Ship XmpSink first (zero coupling; also works
for Lightroom/digiKam).
Proposal
- Source (list_assets, fetch_image) and Sink ...
eatyummydance200
Add a normalization layer mapping raw model labels to a controlled vocabulary / hierarchy (canonical synonyms, e.g.
car/automobile → canonical; nature landscape mountain) with confidence calibration/thresholds. ...
A lot of data in the alert details drawer shows data as Object instead of showing the real contents:
Example below:
data [object Object] rule [object Object] agent [object Object] input [object Object] ...
bug
ready-for-agent
ReyhZhao
The assembly pipeline is hard-specialized for diffusion training (identity suppression, CLIP/T5 token budgets, omission
cycles). Generalize it into pluggable intent profiles so the same normalized output ...
WD14 is anime-biased. RAM / RAM++ (Recognize Anything) is the open-vocabulary photo-domain equivalent and should become
the default tagger for the photo-library (DAM) vertical.
Depends on: structured ...
User Story
As a user, I want login state to persist across the app so that I stay authenticated after refresh.
Acceptance Criteria
• AC1: Login and register responses update auth state • AC2: Token ...
Sahani-Mohottige
CaptionResult.metadata is declared but never populated. A metadata-first product needs provenance (which backend
produced which tag, with what confidence).
Depends on: structured backend output (BackendOutput/Tag). ...
The backend contract caption_image() - str flattens everything to a string, discarding per-tag confidence (WD14 computes
it but drops it), bounding boxes (Florence-2 grounding), and VLM JSON. This is the ...
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Save views for sprints, backlogs, teams, or releases. Rank, sort, and filter issues to suit the occasion. The possibilities are endless.Learn more about GitHub IssuesProTip! Restrict your search to the title by using the in:title qualifier.