[Feat] Implemented the search feature by uploading a image - 2nd PR

[tushar1977]

This PR implements a new API route to search a tagged face and deleting the old file of routes/facetagging.py

Summary by CodeRabbit

• New Features
  • Face Search: Upload a photo to find similar faces in your library. Results display in the gallery, with a streamlined search bar and dialog.
• Refactor
  • Media viewer and gallery updated to render from provided image lists, enabling seamless display of search results.
• Documentation
  • API docs updated with a new face search endpoint.
• Chores
  • Removed issue templates, release-drafter config, and multiple CI/CD workflows.
  • Cleared .gitignore entries across repositories.

[coderabbitai]

Caution

Review failed

The pull request is closed.

Walkthrough

Removes multiple GitHub templates/workflows and .gitignore entries. Adds backend face search: config constant, DB embeddings fetch, updated detector signature, and a new POST /face-clusters/face-search route with models. Updates OpenAPI. Frontend adds search slice, API call, dialog, hook, and integrates search results into Home and MediaView (prop change).

Changes

Cohort / File(s)	Summary
Issue templates removed .github/ISSUE_TEMPLATE/bug.yml, .github/ISSUE_TEMPLATE/documentation.yml, .github/ISSUE_TEMPLATE/feature.yml	Deleted bug, documentation, and feature GitHub issue templates.
CI/CD workflows removed .github/workflows/build-and-release.yml, .github/workflows/docs-deploy.yml, .github/workflows/pr-check-build.yml, .github/workflows/pr-check-tests.yml, .github/workflows/update-project-structure.yml, .github/workflows/update-release-drafter.yml	Deleted build/release, docs deploy, PR checks, project structure, and release-drafter workflows.
Release drafter config removed .github/release-drafter-config.yml	Deleted release-drafter configuration.
Gitignore removals .gitignore, sync-microservice/.gitignore	Emptied ignore files, removing all ignore patterns.
Backend config backend/app/config/settings.py	Added constant CONFIDENCE_PERCENT = 0.6.
Database embeddings retrieval backend/app/database/faces.py	Added get_all_face_embeddings() to return embeddings with image metadata and tags.
Face detector update backend/app/models/FaceDetector.py	Updated detect_faces(image_id: str, image_path: str, forSearch: bool=False); returns None on load failure; conditionally persists embeddings when not forSearch.
Face search route and models backend/app/routes/face_clusters.py	Added POST /face-search; introduced BoundingBox, ImageData, GetAllImagesResponse; integrates FaceDetector/FaceNet, threshold, cosine similarity, and DB embeddings.
Legacy routes removed backend/app/routes/facetagging.py	Removed endpoints: /match, /clusters, /related-images.
Backend schemas backend/app/schemas/images.py	Added AddSingleImageRequest and FaceTaggingResponse.
OpenAPI docs docs/backend/backend_python/openapi.json	Documented new POST /face-clusters/face-search; added AddSingleImageRequest schema.
Frontend API frontend/src/api/apiEndpoints.ts, frontend/src/api/api-functions/face_clusters.ts	Added endpoint searchForFaces and fetchSearchedFaces(request) with FetchSearchedFacesRequest.
Frontend state/store frontend/src/features/searchSlice.ts, frontend/src/app/store.ts	Added search slice (startSearch, setResults, clearSearch); wired into store under search.
UI components frontend/src/components/Dialog/FaceSearchDialog.tsx	New dialog to select image and trigger face search; dispatches search actions and handles results/errors.
Media viewer prop change frontend/src/components/Media/MediaView.tsx, frontend/src/types/Media.ts	MediaView now requires images: Image[] prop; derives current image and totals from prop.
Navbar integration frontend/src/components/Navigation/Navbar/Navbar.tsx	Replaced legacy dialog UI; integrated FaceSearchDialog and search state (query image display and clear action).
Hook frontend/src/hooks/selectFile.ts	Added useFile hook to pick a single image file via Tauri dialog.
Pages updated frontend/src/pages/Home/Home.tsx, frontend/src/pages/AITagging/AITagging.tsx	Home: search-aware data flow, displays search results, passes images to MediaView. AITagging: passes taggedImages to MediaView.
Selectors minor refactor frontend/src/features/imageSelectors.ts	Refactored selectImages to block body; no behavior change.

Sequence Diagram(s)

sequenceDiagram
  autonumber
  actor U as User
  participant N as Navbar / FaceSearchDialog
  participant FE as Frontend API
  participant BE as /face-clusters/face-search
  participant FD as FaceDetector
  participant FN as FaceNet
  participant DB as DB (faces+images)

  U->>N: Open Face Search dialog and pick image path
  N->>FE: fetchSearchedFaces({ path })
  FE->>BE: POST /face-search (path)
  BE->>FD: detect_faces(image_id, path, forSearch=true)
  FD->>FN: Generate embedding(s)
  FD-->>BE: First face embedding or none
  BE->>DB: get_all_face_embeddings()
  DB-->>BE: Stored embeddings + metadata
  BE->>BE: Cosine similarity vs threshold
  BE-->>FE: 200 OK { data: matching images }
  FE-->>N: Results
  N->>N: Dispatch setResults / clearSearch
  Note over N,U: UI updates to show results grid in Home/MediaView

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Estimated code review effort

🎯 4 (Complex) | ⏱️ ~60 minutes

Possibly related PRs

• Bug: Fix build issues #503 — Modifies the same build-and-release workflow that this PR removes.
• Update documentation deployment workflow and add requirements file #484 — Updates the docs-deploy workflow file that this PR deletes.
• Configure auto-updater, Redux toolkit setup, update dependencies #426 — Alters the Redux store; this PR also updates the store to add the search slice.

Suggested labels

enhancement

Poem

I twitched my nose, then clicked “Search Face” — hop!
From pixels to vectors, I bounce and I bop.
Backend hums softly, cosine in place,
Results in a basket, a gallery of grace.
CI clouds drift off; new trails I trace.
Boop-beep, bunny logs: “Match found!” 🐇✨

✨ Finishing touches

• 📝 Generate Docstrings

🧪 Generate unit tests

• Create PR with unit tests
• Post copyable unit tests in a comment

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📜 Recent review details

Configuration used: CodeRabbit UI

Review profile: CHILL

Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between 3779796 and 4a4032f.

⛔ Files ignored due to path filters (1)

• frontend/public/photo.png is excluded by !**/*.png

📒 Files selected for processing (31)

• .github/ISSUE_TEMPLATE/bug.yml (0 hunks)
• .github/ISSUE_TEMPLATE/documentation.yml (0 hunks)
• .github/ISSUE_TEMPLATE/feature.yml (0 hunks)
• .github/release-drafter-config.yml (0 hunks)
• .github/workflows/build-and-release.yml (0 hunks)
• .github/workflows/docs-deploy.yml (0 hunks)
• .github/workflows/pr-check-build.yml (0 hunks)
• .github/workflows/pr-check-tests.yml (0 hunks)
• .github/workflows/update-project-structure.yml (0 hunks)
• .github/workflows/update-release-drafter.yml (0 hunks)
• .gitignore (0 hunks)
• backend/app/config/settings.py (1 hunks)
• backend/app/database/faces.py (1 hunks)
• backend/app/models/FaceDetector.py (2 hunks)
• backend/app/routes/face_clusters.py (3 hunks)
• backend/app/routes/facetagging.py (0 hunks)
• backend/app/schemas/images.py (2 hunks)
• docs/backend/backend_python/openapi.json (2 hunks)
• frontend/src/api/api-functions/face_clusters.ts (2 hunks)
• frontend/src/api/apiEndpoints.ts (1 hunks)
• frontend/src/app/store.ts (2 hunks)
• frontend/src/components/Dialog/FaceSearchDialog.tsx (1 hunks)
• frontend/src/components/Media/MediaView.tsx (2 hunks)
• frontend/src/components/Navigation/Navbar/Navbar.tsx (1 hunks)
• frontend/src/features/imageSelectors.ts (1 hunks)
• frontend/src/features/searchSlice.ts (1 hunks)
• frontend/src/hooks/selectFile.ts (1 hunks)
• frontend/src/pages/AITagging/AITagging.tsx (1 hunks)
• frontend/src/pages/Home/Home.tsx (2 hunks)
• frontend/src/types/Media.ts (1 hunks)
• sync-microservice/.gitignore (0 hunks)

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