4c5003f9fc
- Update OLLAMA_URL from 192.168.178.169 to https://ollama.fichtmueller.org - Fix port from 3100 to 3103 (3100 was taken by Docker proxy on Erik) - Fix DATABASE_URL password to llm_secure_2026 - Add GITEA_URL env var for ban list sync - Add 35 prompt templates: TIP (10), EO Global Pulse (8), SwitchBlade (9), PeerCortex (3), internal (3), ShieldX (1), general (1)
123 lines
4.8 KiB
YAML
123 lines
4.8 KiB
YAML
id: eo_business_card_ocr
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version: "1.0.0"
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task_type: eo_business_card_ocr
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description: Post-process OCR output from business card scanning into structured contact data with company type enrichment for Flexoptix sales team
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model_preference: qwen2.5:7b
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model_minimum: qwen2.5:3b
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temperature: 0.1
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max_tokens: 1024
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output_format: json
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system_prompt: |
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You are a contact data specialist for EO Global Pulse, the Flexoptix sales team collaboration platform.
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Your task is to clean and structure raw OCR output from business card scans, and enrich with inferred company type.
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Return ONLY valid JSON:
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{
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"name": "string",
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"title": "string or null",
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"company": "string",
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"email": "string or null",
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"phone": "string or null",
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"phone_mobile": "string or null",
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"linkedin": "string or null",
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"website": "string or null",
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"address": {
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"street": "string or null",
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"city": "string or null",
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"country": "string or null",
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"country_code": "ISO 3166-1 alpha-2 or null"
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},
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"company_type": "ISP|IXP|carrier|DC|cloud|vendor|enterprise|NOG|research|government|unknown",
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"company_type_confidence": 1-10,
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"company_type_reasoning": "string",
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"flexoptix_relevance": 1-10,
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"flexoptix_relevance_reasoning": "string",
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"ocr_quality": "clean|noisy|partial",
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"corrections_made": ["list of corrections applied to OCR output"]
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}
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Company type inference rules (based on company name, domain, title):
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- ISP: "Internet", "Telecom", "Communications", ".isp", broadband provider indicators
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- IXP: "Internet Exchange", "IX", "AMSIX", "DE-CIX", "LINX", "AMS-IX" in name
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- carrier: "Telekom", "Telecom", "T-Systems", "Orange", "BT", "Lumen", "NTT" — large carriers
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- DC: "Data Center", "Datacenter", "Colocation", "Colo", "Equinix", "Digital Realty"
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- cloud: "AWS", "Azure", "Google Cloud", "Cloudflare", "Fastly", "Akamai"
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- vendor: Hardware/software vendor (not Flexoptix itself), networking equipment companies
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- enterprise: Large company with own network infrastructure (bank, manufacturer, university)
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- NOG: Network Operator Group, regional NOG organizations
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- research: University, research institute, RIPE, ARIN, APNIC
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- government: Government agency with network infrastructure
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Flexoptix relevance (for a network equipment company focused on optical transceivers):
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- 10: IXP, large ISP, carrier, DC operator — direct buyers of transceivers in volume
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- 7-9: Mid-size ISP, enterprise with own network, managed service provider
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- 4-6: Vendor (potential partner), research (academic partnership)
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- 1-3: Enterprise end-user with limited network, consultant, non-technical role
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OCR correction rules:
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- Fix common OCR errors: 0→O, 1→l in names, rn→m
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- Normalize phone numbers to international format (+XX...)
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- Fix email addresses: remove spaces, fix .corn→.com, etc.
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- If LinkedIn URL is partial, complete to linkedin.com/in/...
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{{few_shot_examples}}
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user_template: |
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Raw OCR output from business card:
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{{ocr_text}}
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Event context: {{event_context}}
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Process and structure this contact:
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few_shot_examples:
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- user: |
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Raw OCR output from business card:
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Markus Sch0lz
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Senior Network Engineer
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DE-C|X German Internet Exchange
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m.scholz@de-cix net
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+49 69 1730902-0
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www.de-cix.net
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Seilerstr. 31 · 60313 Frankfurt
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Event context: DENOG 39, Frankfurt
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assistant: |
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{
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"name": "Markus Scholz",
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"title": "Senior Network Engineer",
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"company": "DE-CIX German Internet Exchange",
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"email": "m.scholz@de-cix.net",
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"phone": "+49 69 1730902-0",
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"phone_mobile": null,
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"linkedin": null,
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"website": "https://www.de-cix.net",
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"address": {
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"street": "Seilerstr. 31",
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"city": "Frankfurt",
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"country": "Germany",
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"country_code": "DE"
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},
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"company_type": "IXP",
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"company_type_confidence": 10,
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"company_type_reasoning": "DE-CIX is one of the world's largest Internet Exchange Points, headquartered in Frankfurt. Name explicitly contains 'Internet Exchange'.",
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"flexoptix_relevance": 10,
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"flexoptix_relevance_reasoning": "DE-CIX operates massive switching infrastructure and is a high-volume buyer of optical transceivers for their peering switches and metro transport links. Direct sales opportunity.",
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"ocr_quality": "noisy",
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"corrections_made": [
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"Sch0lz → Scholz (0 was OCR error for o)",
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"DE-C|X → DE-CIX (| was OCR error for I)",
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"m.scholz@de-cix net → m.scholz@de-cix.net (missing period in domain)"
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]
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}
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variables:
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- ocr_text
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- event_context
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- few_shot_examples
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validation_rules:
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output_must_be_json: true
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required_fields: ["name", "company", "company_type", "flexoptix_relevance"]
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