feat: update Python processors and add utility scripts

- Update ASR, face, OCR, pose processors
- Add release pre-flight check script
- Add synonym generation, chunk processing scripts
- Add face recognition, stamp search utilities

scripts/migrate_asr_to_children.py

@@ -0,0 +1,78 @@
+#!/opt/homebrew/bin/python3.11
+"""
+Migrate ASR Segments to Child Chunks
+將 ASR 的細碎語音片段寫入 child_chunks 表，並關聯到 parent_chunks。
+"""
+
+import json
+import psycopg2
+
+# Configuration
+UUID = "384b0ff44aaaa1f1"
+ASR_PATH = f"output/{UUID}/{UUID}.asr.json"
+DB_URL = "postgresql://accusys@localhost:5432/momentry"
+
+
+def migrate():
+    print(f"🚀 Starting migration for {UUID}...")
+
+    # 1. Load Data
+    with open(ASR_PATH, "r") as f:
+        asr_data = json.load(f)
+    segments = asr_data.get("segments", [])
+    print(f"📂 Loaded {len(segments)} ASR segments.")
+
+    # 2. Load Parent Chunks to map time ranges
+    conn = psycopg2.connect(DB_URL)
+    cur = conn.cursor()
+
+    cur.execute(
+        "SELECT id, start_time, end_time FROM parent_chunks WHERE uuid = %s", (UUID,)
+    )
+    parents = cur.fetchall()
+    print(f"📂 Found {len(parents)} Parent Chunks.")
+
+    # 3. Insert Child Chunks
+    count = 0
+    for seg in segments:
+        text = seg.get("text", "").strip()
+        start = seg.get("start", 0)
+        end = seg.get("end", 0)
+
+        if not text:
+            continue
+
+        # Find Parent
+        parent_id = None
+        for pid, p_start, p_end in parents:
+            # Tolerate 1s margin
+            if start >= p_start - 1.0 and end <= p_end + 1.0:
+                parent_id = pid
+                break
+
+        # Insert
+        # Note: raw_text_vector is null for now, we only do semantic search on Parent
+        cur.execute(
+            """
+            INSERT INTO child_chunks (parent_id, uuid, start_time, end_time, raw_text, speaker_ids)
+            VALUES (%s, %s, %s, %s, %s, %s)
+        """,
+            (
+                parent_id,
+                UUID,
+                start,
+                end,
+                text,
+                [seg.get("speaker_id")] if seg.get("speaker_id") else [],
+            ),
+        )
+        count += 1
+
+    conn.commit()
+    print(f"✅ Successfully migrated {count} Child Chunks.")
+    cur.close()
+    conn.close()
+
+
+if __name__ == "__main__":
+    migrate()