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[2ff88f42] Finalize Pains & Gains Phase 2 + Matrix Engine v3.2 (Ops Secondary Logic)

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Floke
2026-02-23 10:53:13 +00:00
parent 6d778c90bb
commit f3fab63cc0
5 changed files with 94 additions and 60 deletions
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33
company-explorer/backend/scripts/generate_matrix.py
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@@ -128,7 +128,7 @@ PERSÖNLICHE HERAUSFORDERUNGEN DES ANSPRECHPARTNERS (PAIN POINTS):
}}
--- FORMAT ---
Antworte NUR mit einem validen JSON-Objekt.
Antworte NUR mit einem validen JSON-Objekt. Keine Markdown-Blöcke (```json), kein erklärender Text.
Format:
{{
"subject": "...",
@@ -231,9 +231,22 @@ def run_matrix_generation(dry_run: bool = True, force: bool = False, specific_in
else:
try:
result = real_gemini_call(prompt)
# Basic Validation
if not result.get("subject") or not result.get("intro"):
print(" -> Invalid result structure. Skipping.")
# Normalize Keys (Case-Insensitive)
normalized_result = {}
for k, v in result.items():
normalized_result[k.lower()] = v
# Map known variations to standardized keys
if "introduction_textonly" in normalized_result:
normalized_result["intro"] = normalized_result["introduction_textonly"]
if "industry_references_textonly" in normalized_result:
normalized_result["social_proof"] = normalized_result["industry_references_textonly"]
# Validation using normalized keys
if not normalized_result.get("subject") or not normalized_result.get("intro"):
print(f" -> Invalid result structure. Keys found: {list(result.keys())}")
print(f" -> Raw Result: {json.dumps(result, indent=2)}")
continue
except Exception as e:
@@ -246,16 +259,16 @@ def run_matrix_generation(dry_run: bool = True, force: bool = False, specific_in
new_entry = MarketingMatrix(
industry_id=ind.id,
persona_id=pers.id,
subject=result.get("subject"),
intro=result.get("intro"),
social_proof=result.get("social_proof")
subject=normalized_result.get("subject"),
intro=normalized_result.get("intro"),
social_proof=normalized_result.get("social_proof")
)
db.add(new_entry)
print(f" -> Created new entry.")
else:
existing.subject = result.get("subject")
existing.intro = result.get("intro")
existing.social_proof = result.get("social_proof")
existing.subject = normalized_result.get("subject")
existing.intro = normalized_result.get("intro")
existing.social_proof = normalized_result.get("social_proof")
print(f" -> Updated entry.")
db.commit()