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fix: Optimize Outreach - Generate Top 1 initially, list others for on-demand generation to prevent timeouts

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Floke
2025-12-29 15:11:00 +00:00
parent e42e9baa35
commit 457d0e06d8
1 changed files with 10 additions and 10 deletions
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market_intel_orchestrator.py
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@@ -552,11 +552,11 @@ def generate_outreach_campaign(company_data_json, knowledge_base_content, refere
logger.info(f"--- STARTING OUTREACH GENERATION FOR: {company_name} (Role: {specific_role if specific_role else 'Top 5'}) ---") logger.info(f"--- STARTING OUTREACH GENERATION FOR: {company_name} (Role: {specific_role if specific_role else 'Top 5'}) ---")
api_key = load_gemini_api_key() api_key = load_gemini_api_key()
# Switch to stable, super-fast gemini-1.5-flash to prevent timeouts # Back to high-quality 2.5-pro, but generating only 1 campaign to be fast
GEMINI_API_URL = f"https://generativelanguage.googleapis.com/v1beta/models/gemini-1.5-flash:generateContent?key={api_key}" GEMINI_API_URL = f"https://generativelanguage.googleapis.com/v1beta/models/gemini-2.5-pro:generateContent?key={api_key}"
if specific_role: if specific_role:
# --- MODE B: SINGLE ROLE GENERATION --- # --- MODE B: SINGLE ROLE GENERATION (On Demand) ---
task_description = f""" task_description = f"""
--- TASK --- --- TASK ---
1. **Focus**: Create a highly specific 3-step email campaign ONLY for the role: '{specific_role}'. 1. **Focus**: Create a highly specific 3-step email campaign ONLY for the role: '{specific_role}'.
@@ -572,14 +572,15 @@ def generate_outreach_campaign(company_data_json, knowledge_base_content, refere
} }
""" """
else: else:
# --- MODE A: INITIAL BATCH (TOP 5 + SUGGESTIONS) --- # --- MODE A: INITIAL START (TOP 1 + SUGGESTIONS) ---
# We only generate 1 campaign to ensure the request finishes quickly (< 20s).
task_description = f""" task_description = f"""
--- TASK --- --- TASK ---
1. **Analyze**: Match the Target Company (Input 2) to the most relevant 'Zielbranche/Segment' from the Knowledge Base (Input 1). 1. **Analyze**: Match the Target Company (Input 2) to the most relevant 'Zielbranche/Segment' from the Knowledge Base (Input 1).
2. **Identify Roles**: Identify ALL relevant 'Rollen' (Personas) from the Knowledge Base that fit this company. 2. **Identify Roles**: Identify ALL relevant 'Rollen' (Personas) from the Knowledge Base that fit this company.
3. **Select Top 5**: Choose the 5 most promising roles for immediate outreach based on the Audit findings. 3. **Select Best**: Choose the SINGLE most promising role for immediate outreach based on the Audit findings.
4. **Draft Campaigns**: For EACH of the Top 5 roles, write a 3-step email sequence. 4. **Draft Campaign**: Write a 3-step email sequence for this ONE role.
5. **List Others**: List the names of the other relevant roles that you identified but did NOT generate campaigns for yet. 5. **List Others**: List ALL other relevant roles (including the other top candidates) in 'available_roles' so the user can generate them later.
""" """
output_format = """ output_format = """
--- OUTPUT FORMAT (Strictly JSON) --- --- OUTPUT FORMAT (Strictly JSON) ---
@@ -589,10 +590,9 @@ def generate_outreach_campaign(company_data_json, knowledge_base_content, refere
"target_role": "Role Name", "target_role": "Role Name",
"rationale": "Why selected...", "rationale": "Why selected...",
"emails": [ ... ] "emails": [ ... ]
}, }
... (Top 5)
], ],
"available_roles": [ "Role 6", "Role 7", ... ] "available_roles": [ "Role 2", "Role 3", "Role 4", "Role 5", ... ]
} }
""" """