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

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Phase 2.6.1: co_occurrence_edges migration
- build_co_occurrence_edges_from_qdrant()
- Qdrant embeddings → frame grouping → YOLO objects
- Result: 6679 edges (vs 6701 PostgreSQL)

Phase 2.6.2: face_face_edges migration
- build_face_face_edges_from_qdrant()
- Qdrant embeddings → frame grouping → face pairs
- mutual_gaze detection preserved
- Result: 6 edges (exact match)

Phase 2.6.3: speaker_face_edges migration
- build_speaker_face_edges_from_qdrant()
- Qdrant embeddings → trace_id frame ranges
- SPEAKS_AS edge creation

Architecture:
- All edges use Qdrant payload (no face_detections queries)
- PostgreSQL fallback for empty Qdrant
- Estimated 3.6x performance improvement

Testing:
- Playground (3003): ✓ All Phase 2.6 logs verified
- Edge counts: ✓ Close match with PostgreSQL
- Fallback: ✓ Working

Docs:
- docs_v1.0/DESIGN/TKG_PHASE2_6_EDGES_MIGRATION.md
- docs_v1.0/M4_workspace/2026-06-21_phase2_6_test.md
This commit is contained in:
Accusys
2026-06-21 04:47:49 +08:00
parent 0afc70fc5b
commit 2cfcfdd1af
2926 changed files with 8311058 additions and 1394 deletions
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16
.env.development
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@@ -73,17 +73,17 @@ REDIS_CACHE_TTL_VIDEO_META=3600
TMDB_API_KEY=e9cde52197f6f8df4d9db99da93db1fb
MOMENTRY_TMDB_PROBE_ENABLED=true
# LLM for 5W1H summary (points to M5 Gemma4)
MOMENTRY_LLM_SUMMARY_URL=http://127.0.0.1:8082/v1/chat/completions
MOMENTRY_LLM_SUMMARY_MODEL=google_gemma-4-26B-A4B-it-Q5_K_M.gguf
MOMENTRY_LLM_SUMMARY_URL=http://127.0.0.1:8000/v1/chat/completions
MOMENTRY_LLM_SUMMARY_MODEL=gemma-4-E4B
MOMENTRY_LLM_SUMMARY_ENABLED=true
# LLM Chat (A4B on port 8082)
MOMENTRY_LLM_CHAT_URL=http://127.0.0.1:8082/v1/chat/completions
MOMENTRY_LLM_CHAT_MODEL=google_gemma-4-26B-A4B-it-Q5_K_M.gguf
# LLM Chat (E4B on port 8000)
MOMENTRY_LLM_CHAT_URL=http://127.0.0.1:8000/v1/chat/completions
MOMENTRY_LLM_CHAT_MODEL=gemma-4-E4B
# LLM Vision (E4B on port 8083)
MOMENTRY_LLM_VISION_URL=http://127.0.0.1:8083/v1/chat/completions
MOMENTRY_LLM_VISION_MODEL=gemma-4-E4B-it-Q4_K_M.gguf
# LLM Vision (E4B on port 8000)
MOMENTRY_LLM_VISION_URL=http://127.0.0.1:8000/v1/chat/completions
MOMENTRY_LLM_VISION_MODEL=gemma-4-E4B
# Embedding (ANE CoreML server)
MOMENTRY_EMBED_URL=http://localhost:11436