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Accusys b5e3adf5de feat: add generate_seed_embeddings.py for TMDb profile extraction

Implements:
- get_tmdb_identities(): Query PG for TMDb identities with profile photos
- download_tmdb_image(): Download profile image from TMDb (handles full URL or path)
- extract_face_embedding(): CoreML FaceNet 512D embedding extraction
- generate_seed_embeddings(): Full flow: download → extract → push to _seeds

TMDb image handling:
- Supports both full URL (https://...) and path (/xxx.jpg)
- Uses 'original' size for better quality (replaces /w185)

Usage:
  python generate_seed_embeddings.py                # All TMDb identities
  python generate_seed_embeddings.py --limit 10    # Limit to 10
  python generate_seed_embeddings.py --dry-run     # Don't push to Qdrant

Tested: 3 seeds successfully pushed (Cary Grant, Audrey Hepburn, Walter Matthau)

2026-06-25 01:45:48 +08:00

feat: add migrations, test scripts, and utility tools

2026-04-30 15:11:53 +08:00

fix: add environment variable exports to startup scripts

2026-06-21 21:21:32 +08:00

deliverable_v1.1.0

feat: ASRX hybrid pipeline, identity history, worker fixes, checkpoint system

2026-06-02 07:13:23 +08:00

feat: WASM-based doc viewer (pulldown-cmark)

2026-05-18 10:07:38 +08:00

feat: score-based search, LLM re-ranking endpoint, video title search, pipeline module

2026-06-04 07:40:41 +08:00

refactor: remove face embedding architecture - single Qdrant _faces collection

2026-06-24 22:27:09 +08:00

M4 handover: coordinate fixes, detector registry, deploy v2, YOLOv8s, identity lifecycle

2026-05-13 20:00:47 +08:00

fix: enable GFM tables in WASM doc renderer (pulldown-cmark ENABLE_TABLES)

2026-05-19 12:54:08 +08:00

release: v1.3.0 - TKG node type renaming

2026-06-22 07:18:21 +08:00

momentry_runtime

feat: ASRX hybrid pipeline, identity history, worker fixes, checkpoint system

2026-06-02 07:13:23 +08:00

fix: backup monitoring and PATH environment issues

2026-03-30 04:11:02 +08:00

feat: ASRX hybrid pipeline, identity history, worker fixes, checkpoint system

2026-06-02 07:13:23 +08:00

feat: ASRX hybrid pipeline, identity history, worker fixes, checkpoint system

2026-06-02 07:13:23 +08:00

feat: add generate_seed_embeddings.py for TMDb profile extraction

2026-06-25 01:45:48 +08:00

refactor: remove face embedding architecture - single Qdrant _faces collection

2026-06-24 22:27:09 +08:00

feat: ASRX hybrid pipeline, identity history, worker fixes, checkpoint system

2026-06-02 07:13:23 +08:00

feat: Phase 2.6 edges migration to Qdrant (TKG-only architecture)

2026-06-21 04:47:49 +08:00

.env.development

feat: Phase 2.6 edges migration to Qdrant (TKG-only architecture)

2026-06-21 04:47:49 +08:00

.env.example

feat: ASRX hybrid pipeline, identity history, worker fixes, checkpoint system

2026-06-02 07:13:23 +08:00

.gitignore

feat: ASRX hybrid pipeline, identity history, worker fixes, checkpoint system

2026-06-02 07:13:23 +08:00

.markdownlint.json

feat: Initial v0.9 release with API Key authentication

2026-03-25 14:53:41 +08:00

.markdownlintrc

feat: Initial v0.9 release with API Key authentication

2026-03-25 14:53:41 +08:00

AGENTS.md

fix: add environment variable exports to startup scripts

2026-06-21 21:21:32 +08:00

build.rs

feat: trace-level matching, health watcher/worker status, timezone config

2026-05-21 01:08:30 +08:00

Cargo.lock

feat: progressive multi-round face matching + pending person API

2026-06-24 03:42:04 +08:00

Cargo.toml

feat: progressive multi-round face matching + pending person API

2026-06-24 03:42:04 +08:00

check_jobs_status.sh

release: v1.3.0 - TKG node type renaming

2026-06-22 07:18:21 +08:00

check_jobs.rs

release: v1.3.0 - TKG node type renaming

2026-06-22 07:18:21 +08:00

clear_failed_processor.sql

release: v1.3.0 - TKG node type renaming

2026-06-22 07:18:21 +08:00

IDENTITY_BEST_FACE_API.md

docs: add Identity Best-Face API requirement document for frontend team

2026-06-01 21:58:54 +08:00

query_jobs.sh

release: v1.3.0 - TKG node type renaming

2026-06-22 07:18:21 +08:00

README.md

Initial commit

2026-03-25 14:51:25 +08:00

requirements.txt

feat: Initial v0.9 release with API Key authentication

2026-03-25 14:53:41 +08:00

run-server-3002.sh

fix: pre_chunks schema + TMDb movie name extraction

2026-06-22 11:55:12 +08:00

run-server-3003.sh

fix: add environment variable exports to startup scripts

2026-06-21 21:21:32 +08:00

run-worker-3002.sh

fix: add environment variable exports to startup scripts

2026-06-21 21:21:32 +08:00

rustfmt.toml

Initial commit: Momentry Core v0.1

2026-03-25 14:53:41 +08:00

SYNC_V1.1.md

docs: sync notes + identity_binding.rs traces pagination

2026-05-21 16:30:27 +08:00

test_3002_production.sh

test: Production (3002) Phase 2.5 release verification

2026-06-21 04:31:52 +08:00

test_3003_full.sh

feat: Phase 2.6 edges migration to Qdrant (TKG-only architecture)

2026-06-21 04:47:49 +08:00

test_charade_qa_detailed.sh

feat: Phase 2.5 gaze_trace and lip_trace Qdrant migration + Charade Q&A test

2026-06-21 02:17:08 +08:00

test_charade_qa.sh

feat: Phase 2.5 gaze_trace and lip_trace Qdrant migration + Charade Q&A test

2026-06-21 02:17:08 +08:00

test_phase2_6.sh

feat: Phase 2.7 identity resolution for gaze/lip trace nodes

2026-06-21 05:12:13 +08:00

test_production_3002.sh

test: Production (3002) Phase 2.6-2.7 release test

2026-06-21 05:20:39 +08:00

tests_api.sh

feat: media API (video/bbox/thumbnail), UUID unification, dot matrix text, portal fixes, API dictionary V1.3

2026-05-06 13:34:49 +08:00

verify_production_release.sh

release: v1.3.0 - TKG node type renaming

2026-06-22 07:18:21 +08:00

README.md

momentry_core

Digital asset management system with video analysis and RAG - Production version with API Key authentication

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