Release v4928.1.4.2 stable

scripts/extract_email_identity.py

@@ -0,0 +1,43 @@
+#!/usr/bin/env python3
+"""Extract identity signals from an opportunity email body/signature.
+
+Usage:
+  PYTHONPATH=. python scripts/extract_email_identity.py --opportunity-id <uuid>
+  PYTHONPATH=. python scripts/extract_email_identity.py --text-file /tmp/email.txt --email user@example.pt
+"""
+from __future__ import annotations
+
+import argparse
+import json
+from pathlib import Path
+
+from app.email_identity_extraction_service import extract_email_identity, extract_identity_for_opportunity
+
+
+def main() -> None:
+    parser = argparse.ArgumentParser()
+    parser.add_argument("--opportunity-id")
+    parser.add_argument("--text-file")
+    parser.add_argument("--email", default="")
+    parser.add_argument("--subject", default="")
+    parser.add_argument("--no-llm", action="store_true")
+    parser.add_argument("--refresh", action="store_true")
+    args = parser.parse_args()
+
+    if args.opportunity_id:
+        result = extract_identity_for_opportunity(args.opportunity_id, refresh=args.refresh, use_llm=not args.no_llm)
+    elif args.text_file:
+        result = extract_email_identity(
+            Path(args.text_file).read_text(encoding="utf-8"),
+            email=args.email,
+            subject=args.subject,
+            use_llm=not args.no_llm,
+        )
+    else:
+        parser.error("use --opportunity-id or --text-file")
+
+    print(json.dumps(result or {}, ensure_ascii=False, indent=2, default=str))
+
+
+if __name__ == "__main__":
+    main()