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Title: Feature/API expansion — v1 (metadata, thumbnails, jobs, search, analysis)

Summary:

  • Implements a versioned API at /api/v1/ and scaffolds a broad set of media-related endpoints.

Key changes:

  • app/api_v1.py: new versioned endpoints (downloads, presets, metadata, thumbnails, search, jobs, analysis, docs, metrics).
  • app/presets.py: presets store + defaults.
  • app/metadata.py, app/thumbnails.py: metadata extraction and thumbnail utilities.
  • app/jobs.py: batch job manager with persistence and auto-indexing.
  • app/search_index.py: simple persistent search index and endpoints.
  • app/analysis.py: placeholder analysis functions + endpoints.
  • app/middleware.py: auth, rate-limit, and versioning middleware.
  • app/monitoring.py: Prometheus-compatible metrics helpers.
  • app/logging_config.py: structured JSON logging support.
  • app/tests/test_search_and_jobs.py: tests for search + job auto-indexing.

Why:

  • Expand API surface to support metadata extraction, batch processing, and discovery features required by frontend and integrations.

Notes for reviewers:

  • Many endpoints are initial scaffolds and will need production hardening (security, distributed rate-limiting, resilient job queue, full-text search engine).
  • See CHANGELOG.md and docs/API_EXPANSION_PLAN.md for a detailed roadmap.

Suggested next steps after merge:

  1. Implement persistent metadata CRUD and link to downloads.
  2. Add robust job orchestration and status updates (job queue backed by Redis/RQ/Celery).
  3. Integrate real transcription/labeling models or external services.
  4. Add CI checks for linting and tests.