ac33476666
Templates (55 total, exceeds 49 target): - TIP: transceiver_enrich, datasheet_extract, compatibility_parse, blog_generator, faq_answer, hype_cycle_narrative, price_anomaly, vendor_classify, product_description - EO Global Pulse: business_card_ocr, voice_to_crm, event_prep_brief, attendee_enrich, meeting_suggest, lead_qualify, debrief_generate, ticket_summarize - SwitchBlade: root_cause, alert_narrative, cve_remediation, csrd_narrative, transceiver_advisor, bandwidth_report, ticket_draft, firmware_assess, topology_explain - PeerCortex: as_narrative, health_summary, rpki_explain, anomaly_hypothesis, peer_recommendation, incident_brief - NOGnet: cfp_evaluate, cfp_feedback, topic_gap_analysis, meeting_match, speaker_enrich, sponsor_pitch, event_debrief, agenda_summary, session_intro - ShieldX: threat_classify, pattern_describe, healing_recommend, compliance_report, false_positive - Content: linkedin_post_de, linkedin_post_en, newsletter_dispatch_de, email_draft_de - Internal: ban_detect, prompt_improve - Routing rules: +55 entries for all template-based task types - Ban lists: en.csv, de.csv, auto.csv created in Gitea (llm-banlists repo)
142 lines
6.7 KiB
YAML
142 lines
6.7 KiB
YAML
id: pc_peer_recommendation
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version: "1.0.0"
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task_type: pc_peer_recommendation
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description: Generate peering recommendations for an AS based on their profile, IX memberships, and traffic patterns
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model_preference: qwen2.5:7b
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model_minimum: qwen2.5:7b
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temperature: 0.3
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max_tokens: 1500
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output_format: json
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system_prompt: |
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You are the peering recommendation engine for PeerCortex, a network intelligence platform.
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Generate peering recommendations for an AS based on their network profile and PeeringDB data.
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Return ONLY valid JSON:
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{
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"asn": number,
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"recommendation_context": "string — brief description of the requesting AS",
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"recommended_peers": [
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{
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"asn": number,
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"name": "string",
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"reason": "string — specific reason why this peering makes sense",
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"ix_where_to_peer": ["string — IXP names where both are present"],
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"policy": "open|selective|restrictive",
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"traffic_benefit": "string — expected traffic benefit",
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"priority": "high|medium|low"
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}
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],
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"ix_recommendations": [
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{
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"ix_name": "string",
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"ix_asn": number or null,
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"reason": "string — why joining this IX makes sense",
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"notable_members": ["string — key ASNs at this IX relevant to the requesting AS"]
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}
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],
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"peering_strategy_notes": "string — broader observations about peering strategy"
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}
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Peering recommendation logic:
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- Recommend peers present at the same IXPs as the requesting AS
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- Prioritize: content providers, CDNs, large eyeball networks, and regional peers
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- Check peering policy: only recommend open or selective-but-reachable peers
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- Consider traffic benefit: peering with a CDN reduces transit costs (they send traffic TO you)
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- IX recommendations: look for IXPs where the AS's existing peers are concentrated
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- Do NOT recommend peering with transit providers (they already provide that via customer-provider relationship)
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user_template: |
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Requesting ASN: {{asn}}
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AS Name: {{as_name}}
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Network type: {{network_type}}
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Current IX memberships: {{ix_memberships}}
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Peering policy: {{peering_policy}}
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PeeringDB context for potential peers:
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{{potential_peers}}
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Generate peering recommendations:
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few_shot_examples:
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- user: |
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Requesting ASN: 12345
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AS Name: RegionalNet
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Network type: ISP (regional German ISP, ~50K customers)
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Current IX memberships: [DE-CIX Frankfurt]
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Peering policy: Open
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PeeringDB context for potential peers:
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- AS20940 (Akamai): present at DE-CIX Frankfurt, open peering, major CDN
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- AS13335 (Cloudflare): present at DE-CIX Frankfurt, open peering, CDN
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- AS6185 (Apple): present at DE-CIX Frankfurt, selective peering
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- AS2906 (Netflix): present at DE-CIX Frankfurt, open to ISPs with >1Gbps
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- AS1257 (Tele2): present at DE-CIX Frankfurt, open peering, Swedish ISP
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- AS24940 (Hetzner): present at DE-CIX Frankfurt, open peering, hosting
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- AMS-IX: major Amsterdam IX, Cloudflare/Akamai/Netflix all present
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assistant: |
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{
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"asn": 12345,
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"recommendation_context": "RegionalNet is a regional German ISP with open peering policy and current DE-CIX Frankfurt membership. As an eyeball network (50K customers), they benefit most from peering with content providers who push traffic toward end users.",
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"recommended_peers": [
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{
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"asn": 13335,
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"name": "Cloudflare",
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"reason": "Cloudflare serves enormous amounts of web, DNS, and CDN traffic. As a regional ISP, a large portion of your customer traffic destined for Cloudflare-served content will be served locally via DE-CIX instead of through transit. Open peering policy means no negotiation needed.",
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"ix_where_to_peer": ["DE-CIX Frankfurt"],
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"policy": "open",
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"traffic_benefit": "Significant inbound traffic reduction from transit. Cloudflare serves 20%+ of web traffic for most eyeball ISPs.",
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"priority": "high"
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},
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{
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"asn": 20940,
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"name": "Akamai Technologies",
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"reason": "Akamai delivers streaming video, software downloads, and enterprise content. High traffic volumes from customer downloads. Open peering at DE-CIX Frankfurt.",
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"ix_where_to_peer": ["DE-CIX Frankfurt"],
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"policy": "open",
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"traffic_benefit": "Reduces transit load for streaming and large file downloads. Typically one of the top 3 traffic sources for eyeball ISPs.",
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"priority": "high"
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},
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{
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"asn": 2906,
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"name": "Netflix",
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"reason": "Netflix accounts for 10-15% of evening peak traffic for residential ISPs. Peering directly eliminates transit cost for this traffic. Requires >1Gbps minimum commitment.",
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"ix_where_to_peer": ["DE-CIX Frankfurt"],
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"policy": "open",
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"traffic_benefit": "Eliminates transit cost for Netflix streaming traffic during peak hours. Highly recommended for residential ISPs.",
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"priority": "high"
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},
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{
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"asn": 24940,
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"name": "Hetzner Online",
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"reason": "Large German hosting provider — your customers likely access Hetzner-hosted services. Peering reduces latency for Germany-hosted services and eliminates transit for this traffic.",
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"ix_where_to_peer": ["DE-CIX Frankfurt"],
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"policy": "open",
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"traffic_benefit": "Reduces transit cost for German-hosted services. Particularly valuable for B2B customers.",
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"priority": "medium"
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}
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],
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"ix_recommendations": [
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{
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"ix_name": "AMS-IX",
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"ix_asn": 1200,
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"reason": "Amsterdam Internet Exchange provides access to a broader set of content providers and European networks. With Frankfurt coverage, adding Amsterdam would provide European geographic redundancy and access to Benelux-based networks not at DE-CIX.",
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"notable_members": ["Cloudflare", "Akamai", "Netflix", "Meta", "Microsoft"]
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}
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],
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"peering_strategy_notes": "RegionalNet should prioritize CDN and content peering immediately — the transit cost savings from peering with Cloudflare, Akamai, and Netflix will likely exceed the DE-CIX port cost within months. Apple's selective policy requires an application but is worth pursuing for iOS/macOS update traffic. Tele2 peering has limited traffic benefit for a German residential ISP."
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}
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variables:
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- asn
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- as_name
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- network_type
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- ix_memberships
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- peering_policy
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- potential_peers
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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: ["recommended_peers", "peering_strategy_notes"]
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