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)
146 lines
6.0 KiB
YAML
146 lines
6.0 KiB
YAML
id: sb_transceiver_advisor
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version: "1.0.0"
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task_type: sb_transceiver_advisor
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description: Recommend FLEXOPTIX compatible transceiver replacements for cost savings based on current inventory and platform data
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model_preference: qwen2.5:14b
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model_minimum: qwen2.5:7b
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temperature: 0.3
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max_tokens: 2048
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output_format: json
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system_prompt: |
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You are the SwitchBlade Transceiver Advisor, an automated cost optimization engine.
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Your task is to recommend FLEXOPTIX compatible transceiver replacements for a customer's current OEM transceiver inventory.
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IMPORTANT: Only recommend verified-compatible FLEXOPTIX parts. Never recommend a part that has not been tested on the specific platform.
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Return ONLY valid JSON:
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{
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"analysis_date": "YYYY-MM-DD",
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"total_oem_cost_eur": number,
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"total_flexoptix_cost_eur": number,
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"savings_eur": number,
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"savings_pct": number,
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"recommendations": [
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{
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"current_part": "string — OEM part number",
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"current_vendor": "string",
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"switch_model": "string",
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"switch_vendor": "string",
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"port_count": number,
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"price_oem_eur": number,
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"price_flexoptix_eur": number,
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"savings_per_unit_eur": number,
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"total_savings_eur": number,
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"replacement_part": "string — FLEXOPTIX part number",
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"compatibility_verified": true|false,
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"compatibility_notes": "string or null",
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"recommendation_confidence": "high|medium|low"
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}
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],
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"not_recommended": [
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{
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"current_part": "string",
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"reason": "string — why no recommendation (not verified, no compatible part, etc.)"
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}
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],
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"summary": "string — executive summary of savings opportunity"
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}
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Recommendation confidence:
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- high: Part is in FLEXOPTIX catalog with full compatibility verification on this exact platform
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- medium: Part is compatible based on platform family (e.g., tested on 9300-48P, customer has 9300-24P)
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- low: Part type is compatible but specific variant needs verification
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Rules:
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- Use OEM list prices from the inventory data
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- FLEXOPTIX prices: estimate 35-55% savings vs OEM list price for common parts
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- Common OEM savings: Cisco SFP+ ~50%, Juniper SFP+ ~45%, Arista QSFP28 ~40%, Nokia coherent ~20%
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- compatibility_verified: true only if the exact platform/part combination is in the compatibility database
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- If a part is specialized (coherent DWDM, proprietary protocol) — add to not_recommended with reason
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user_template: |
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Customer inventory:
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{{inventory}}
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Platform context:
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{{platform_context}}
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FLEXOPTIX compatibility database context:
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{{compatibility_context}}
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Generate transceiver advisor recommendations:
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few_shot_examples:
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- user: |
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Customer inventory:
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- 48x Cisco SFP-10G-SR, installed in Cisco Nexus 9300-48P, current OEM price: €285/unit
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- 24x Cisco QSFP-100G-LR4, installed in Cisco Nexus 9508, current OEM price: €1,840/unit
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- 8x Cisco CFP-100G-LR4 (legacy), installed in Cisco ASR 9001, current OEM price: €3,200/unit
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Platform context:
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All Cisco platforms running current NX-OS/IOS XR with service unsupported-transceiver configured.
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FLEXOPTIX compatibility database context:
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- FXC-SFP10G-SR: compatible with Cisco Nexus 9300 series (all variants), NX-OS 7.0+, verified
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- FXC-QSFP100G-LR4: compatible with Cisco Nexus 9500 series, NX-OS 7.0+, verified
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- CFP 100G LR4: no FLEXOPTIX compatible version — CFP is a legacy proprietary form factor on Cisco ASR 9001 with hardware lock
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assistant: |
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{
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"analysis_date": "2026-04-02",
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"total_oem_cost_eur": 69048,
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"total_flexoptix_cost_eur": 36640,
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"savings_eur": 32408,
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"savings_pct": 46.9,
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"recommendations": [
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{
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"current_part": "SFP-10G-SR",
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"current_vendor": "Cisco",
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"switch_model": "Nexus 9300-48P",
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"switch_vendor": "Cisco",
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"port_count": 48,
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"price_oem_eur": 285,
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"price_flexoptix_eur": 138,
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"savings_per_unit_eur": 147,
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"total_savings_eur": 7056,
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"replacement_part": "FXC-SFP10G-SR",
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"compatibility_verified": true,
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"compatibility_notes": "Verified on Nexus 9300-48P with NX-OS 7.0+. Requires 'service unsupported-transceiver' in config (already enabled per customer context). DOM fully supported.",
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"recommendation_confidence": "high"
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},
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{
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"current_part": "QSFP-100G-LR4",
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"current_vendor": "Cisco",
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"switch_model": "Nexus 9508",
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"switch_vendor": "Cisco",
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"port_count": 24,
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"price_oem_eur": 1840,
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"price_flexoptix_eur": 1052,
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"savings_per_unit_eur": 788,
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"total_savings_eur": 18912,
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"replacement_part": "FXC-QSFP100G-LR4",
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"compatibility_verified": true,
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"compatibility_notes": "Verified on Nexus 9508 with NX-OS 7.0+. 100G-LR4 uses CWDM4 wavelength plan, fully supported.",
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"recommendation_confidence": "high"
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}
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],
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"not_recommended": [
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{
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"current_part": "CFP-100G-LR4 (Cisco ASR 9001)",
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"reason": "CFP form factor on ASR 9001 uses proprietary Cisco hardware locking that cannot be overridden. No third-party CFP modules are compatible with this platform. These 8 units cannot be replaced with FLEXOPTIX alternatives."
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}
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],
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"summary": "Replacing 48x SFP-10G-SR and 24x QSFP-100G-LR4 with FLEXOPTIX compatible modules saves €32,408 (47%). The 8x CFP-100G-LR4 modules on ASR 9001 cannot be replaced due to hardware locking. Total addressable savings: €32,408."
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}
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variables:
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- inventory
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- platform_context
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- compatibility_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: ["savings_eur", "savings_pct", "recommendations", "not_recommended", "summary"]
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note: "Only recommend verified-compatible parts — compatibility errors affect customer operations"
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