Floke/Brancheneinstufung2
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bugfix

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Floke
2025-07-01 07:35:59 +00:00
parent e852919a28
commit 21121ce47d
1 changed files with 17 additions and 7 deletions
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24
helpers.py
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@@ -1034,15 +1034,25 @@ def evaluate_branche_chatgpt(crm_branche, beschreibung, wiki_branche, wiki_kateg
logger.debug(f"ChatGPT-Branchenvorschlag '{suggested_branch}' ist gueltig ('{final_branch}').")
result["consistency"] = "pending_comparison"
else:
logger.debug(f"ChatGPT-Branchenvorschlag '{suggested_branch}' ist NICHT im Ziel-Schema. Starte Fallback...")
logger.debug(f"ChatGPT-Branchenvorschlag '{suggested_branch}' ist NICHT im Ziel-Schema. Starte intelligenten Fallback...")
crm_short_branch = crm_branche.strip() if crm_branche and isinstance(crm_branche, str) else "k.A."
crm_short_branch_lower = crm_short_branch.lower()
if crm_short_branch != "k.A." and crm_short_branch_lower in allowed_branches_lookup:
final_branch = allowed_branches_lookup[crm_short_branch_lower]
result["consistency"] = "fallback_crm_valid"
fallback_reason = f"Fallback: Ungueltiger ChatGPT-Vorschlag ('{suggested_branch}'). Gueltige CRM-Kurzform '{final_branch}' verwendet."
result["justification"] = f"{fallback_reason} (ChatGPT Begruendung war: {result.get('justification', 'Keine')})"
logger.info(f"Fallback auf gueltige CRM-Kurzform erfolgreich: '{final_branch}'")
# NEU: Intelligenterer Fallback mit Substring-Suche
best_fallback_match = None
if crm_short_branch_lower != "k.a.":
# Suche nach der ersten erlaubten Branche, die die CRM-Branche als Teil enthält
for allowed_branch_key, allowed_branch_value in allowed_branches_lookup.items():
if crm_short_branch_lower in allowed_branch_key:
best_fallback_match = allowed_branch_value
logger.info(f"Intelligenter Fallback gefunden: CRM-Branche '{crm_short_branch}' ist Teil von '{best_fallback_match}'.")
break # Nimm den ersten Treffer
if best_fallback_match:
final_branch = best_fallback_match
result["consistency"] = "fallback_crm_substring"
fallback_reason = f"Fallback (Substring): Ungueltiger Vorschlag ('{suggested_branch}'). CRM-Branche '{crm_short_branch}' passt zu Schema-Eintrag '{final_branch}'."
result["justification"] = f"{fallback_reason} (KI Begruendung: {result.get('justification', 'k.A.')})"
result["confidence"] = "N/A (Fallback)"
else:
final_branch = "FEHLER - UNGUELTIGE ZUWEISUNG"