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good first issue: Responsive Navigation Bar on Smaller Screen Sizes

enhancementNew feature, improvement, or enhancement request.New feature, improvement, or enhancement request.

frontendFrontend UI, state, and Next.js workFrontend UI, state, and Next.js work

good first issueBeginner-friendly issue suitable for new contributors.Beginner-friendly issue suitable for new contributors.

gssoc26Related to GirlScript Summer of Code 2026.Related to GirlScript Summer of Code 2026.

help wantedOpen issue where contributor help is welcome.Open issue where contributor help is welcome.

level:beginnerGSSoC difficulty level: beginner. Base contributor points: 20.GSSoC difficulty level: beginner. Base contributor points: 20.

priority: lowNice-to-have improvementNice-to-have improvement

type:designUI/UX or design-related PR. GSSoC type bonus: +10 points.UI/UX or design-related PR. GSSoC type bonus: +10 points.

ui/uxUser interface, interaction, and visual polishUser interface, interaction, and visual polish

Status: Open.

#296 In Abhash-Chakraborty/Find;

· Rohan-R07 opened on May 31, 2026

bug: prevent NaN embeddings from zero-vector normalization in hybrid embedding pipeline

bugSomething is broken and needs to be fixed.Something is broken and needs to be fixed.

needs approvalCommunity-created issue waiting for maintainer triage.Community-created issue waiting for maintainer triage.

Status: Open.

#293 In Abhash-Chakraborty/Find;

· Dhanyaa-shree opened on May 29, 2026

[Bug][Level 2] _ingest_image sets Image.MAX_IMAGE_PIXELS as a global class attribute — concurrent uploads race on this value, defeating the decompression-bomb guard

needs approvalCommunity-created issue waiting for maintainer triage.Community-created issue waiting for maintainer triage.

Status: Open.

#289 In Abhash-Chakraborty/Find;

· anshul23102 opened on May 29, 2026

[Bug][Level 2] POST /api/upload has no file-count cap — sending thousands of files in one multipart request exhausts worker queue and database connections

needs approvalCommunity-created issue waiting for maintainer triage.Community-created issue waiting for maintainer triage.

Status: Open.

#288 In Abhash-Chakraborty/Find;

· anshul23102 opened on May 29, 2026

docs: add remote acceleration UX copy checklist

documentationDocumentation, README, guide, or text improvement.Documentation, README, guide, or text improvement.

frontendFrontend UI, state, and Next.js workFrontend UI, state, and Next.js work

good first issueBeginner-friendly issue suitable for new contributors.Beginner-friendly issue suitable for new contributors.

gssoc26Related to GirlScript Summer of Code 2026.Related to GirlScript Summer of Code 2026.

level:beginnerGSSoC difficulty level: beginner. Base contributor points: 20.GSSoC difficulty level: beginner. Base contributor points: 20.

priority: lowNice-to-have improvementNice-to-have improvement

privacyData privacy, security boundaries, and user trustData privacy, security boundaries, and user trust

status: availableOpen for contributors to pick upOpen for contributors to pick up

type:docsDocumentation-related PR. GSSoC type bonus: +5 points.Documentation-related PR. GSSoC type bonus: +5 points.

ui/uxUser interface, interaction, and visual polishUser interface, interaction, and visual polish

Status: Open.

#268 In Abhash-Chakraborty/Find;

· Abhash-Chakraborty opened on May 27, 2026

fix: align vault encryption with authenticated metadata design

architectureHigh-level design decisions and technical directionHigh-level design decisions and technical direction

backendFastAPI, database, storage, and API workFastAPI, database, storage, and API work

bugSomething is broken and needs to be fixed.Something is broken and needs to be fixed.

gssoc26Related to GirlScript Summer of Code 2026.Related to GirlScript Summer of Code 2026.

level:advancedGSSoC difficulty level: advanced. Base contributor points: 55.GSSoC difficulty level: advanced. Base contributor points: 55.

priority: highImportant issue that should be handled soonImportant issue that should be handled soon

privacyData privacy, security boundaries, and user trustData privacy, security boundaries, and user trust

status: availableOpen for contributors to pick upOpen for contributors to pick up

Status: Open.

#264 In Abhash-Chakraborty/Find;

· Abhash-Chakraborty opened on May 27, 2026

feat: add Instance tab for small-team sharing flows

enhancementNew feature, improvement, or enhancement request.New feature, improvement, or enhancement request.

frontendFrontend UI, state, and Next.js workFrontend UI, state, and Next.js work

gssoc26Related to GirlScript Summer of Code 2026.Related to GirlScript Summer of Code 2026.

level:advancedGSSoC difficulty level: advanced. Base contributor points: 55.GSSoC difficulty level: advanced. Base contributor points: 55.

local-firstPrivacy-preserving local runtime and offline behaviorPrivacy-preserving local runtime and offline behavior

priority: mediumUseful issue with moderate urgencyUseful issue with moderate urgency

privacyData privacy, security boundaries, and user trustData privacy, security boundaries, and user trust

status: availableOpen for contributors to pick upOpen for contributors to pick up

ui/uxUser interface, interaction, and visual polishUser interface, interaction, and visual polish

Status: Open.

#263 In Abhash-Chakraborty/Find;

· Abhash-Chakraborty opened on May 27, 2026

feat: add backend-owned authentication for small-team instance sharing

apiAPI contract, endpoint behavior, and response shapeAPI contract, endpoint behavior, and response shape

architectureHigh-level design decisions and technical directionHigh-level design decisions and technical direction

backendFastAPI, database, storage, and API workFastAPI, database, storage, and API work

enhancementNew feature, improvement, or enhancement request.New feature, improvement, or enhancement request.

gssoc26Related to GirlScript Summer of Code 2026.Related to GirlScript Summer of Code 2026.

level:criticalGSSoC difficulty level: critical. Base contributor points: 80.GSSoC difficulty level: critical. Base contributor points: 80.

local-firstPrivacy-preserving local runtime and offline behaviorPrivacy-preserving local runtime and offline behavior

priority: highImportant issue that should be handled soonImportant issue that should be handled soon

privacyData privacy, security boundaries, and user trustData privacy, security boundaries, and user trust

status: availableOpen for contributors to pick upOpen for contributors to pick up

Status: Open.

#262 In Abhash-Chakraborty/Find;

· Abhash-Chakraborty opened on May 27, 2026

feat: add remote acceleration settings, consent, and active-mode indicators

enhancementNew feature, improvement, or enhancement request.New feature, improvement, or enhancement request.

frontendFrontend UI, state, and Next.js workFrontend UI, state, and Next.js work

gssoc26Related to GirlScript Summer of Code 2026.Related to GirlScript Summer of Code 2026.

level:advancedGSSoC difficulty level: advanced. Base contributor points: 55.GSSoC difficulty level: advanced. Base contributor points: 55.

local-firstPrivacy-preserving local runtime and offline behaviorPrivacy-preserving local runtime and offline behavior

mlModel inference, embeddings, OCR, captions, and search relevanceModel inference, embeddings, OCR, captions, and search relevance

priority: highImportant issue that should be handled soonImportant issue that should be handled soon

privacyData privacy, security boundaries, and user trustData privacy, security boundaries, and user trust

status: availableOpen for contributors to pick upOpen for contributors to pick up

ui/uxUser interface, interaction, and visual polishUser interface, interaction, and visual polish

Status: Open.

#261 In Abhash-Chakraborty/Find;

· Abhash-Chakraborty opened on May 27, 2026

feat: implement optional self-hosted remote ML backend mode

apiAPI contract, endpoint behavior, and response shapeAPI contract, endpoint behavior, and response shape

architectureHigh-level design decisions and technical directionHigh-level design decisions and technical direction

backendFastAPI, database, storage, and API workFastAPI, database, storage, and API work

enhancementNew feature, improvement, or enhancement request.New feature, improvement, or enhancement request.

gssoc26Related to GirlScript Summer of Code 2026.Related to GirlScript Summer of Code 2026.

level:criticalGSSoC difficulty level: critical. Base contributor points: 80.GSSoC difficulty level: critical. Base contributor points: 80.

local-firstPrivacy-preserving local runtime and offline behaviorPrivacy-preserving local runtime and offline behavior

mlModel inference, embeddings, OCR, captions, and search relevanceModel inference, embeddings, OCR, captions, and search relevance

priority: highImportant issue that should be handled soonImportant issue that should be handled soon

privacyData privacy, security boundaries, and user trustData privacy, security boundaries, and user trust

status: availableOpen for contributors to pick upOpen for contributors to pick up

Status: Open.

#260 In Abhash-Chakraborty/Find;

· Abhash-Chakraborty opened on May 27, 2026

feat: add PWA app shell and offline upload queue for mobile

enhancementNew feature, improvement, or enhancement request.New feature, improvement, or enhancement request.

frontendFrontend UI, state, and Next.js workFrontend UI, state, and Next.js work

gssoc26Related to GirlScript Summer of Code 2026.Related to GirlScript Summer of Code 2026.

level:advancedGSSoC difficulty level: advanced. Base contributor points: 55.GSSoC difficulty level: advanced. Base contributor points: 55.

local-firstPrivacy-preserving local runtime and offline behaviorPrivacy-preserving local runtime and offline behavior

mobile-appAndroid, iOS, PWA, and mobile packaging workAndroid, iOS, PWA, and mobile packaging work

priority: highImportant issue that should be handled soonImportant issue that should be handled soon

status: availableOpen for contributors to pick upOpen for contributors to pick up

ui/uxUser interface, interaction, and visual polishUser interface, interaction, and visual polish

Status: Open.

#259 In Abhash-Chakraborty/Find;

· Abhash-Chakraborty opened on May 27, 2026

feat: supervise FastAPI and worker sidecars from the Tauri shell

architectureHigh-level design decisions and technical directionHigh-level design decisions and technical direction

backendFastAPI, database, storage, and API workFastAPI, database, storage, and API work

desktop-appWindows, macOS, and Linux installed app workWindows, macOS, and Linux installed app work

enhancementNew feature, improvement, or enhancement request.New feature, improvement, or enhancement request.

gssoc26Related to GirlScript Summer of Code 2026.Related to GirlScript Summer of Code 2026.

infraDocker, compose, deployment, and runtime setupDocker, compose, deployment, and runtime setup

level:criticalGSSoC difficulty level: critical. Base contributor points: 80.GSSoC difficulty level: critical. Base contributor points: 80.

local-firstPrivacy-preserving local runtime and offline behaviorPrivacy-preserving local runtime and offline behavior

packagingInstallers, bundles, signing, releases, and distributionInstallers, bundles, signing, releases, and distribution

priority: highImportant issue that should be handled soonImportant issue that should be handled soon

status: availableOpen for contributors to pick upOpen for contributors to pick up

Status: Open.

#258 In Abhash-Chakraborty/Find;

· Abhash-Chakraborty opened on May 27, 2026