# LLM Gateway Model Configuration
# Ollama base URL: http://192.168.178.169:11434

ollama_base_url: "http://127.0.0.1:11434"

tiers:
  fast:
    timeout_ms: 10000
    error_threshold_percent: 50
    circuit_breaker_reset_ms: 15000
  medium:
    timeout_ms: 30000
    error_threshold_percent: 50
    circuit_breaker_reset_ms: 20000
  large:
    timeout_ms: 120000
    error_threshold_percent: 30
    circuit_breaker_reset_ms: 45000
  code_generation:
    timeout_ms: 180000
    error_threshold_percent: 20
    circuit_breaker_reset_ms: 60000

models:
  # Fast tier
  qwen2.5:3b:
    tier: fast
    context_length: 32768
    strengths: [classification, summarization, routing]
    max_tokens_default: 512

  qwen2.5:7b:
    tier: fast
    context_length: 32768
    strengths: [classification, summarization, short_analysis]
    max_tokens_default: 1024

  qwen2.5:7b-instruct:
    tier: fast
    context_length: 32768
    strengths: [classification, summarization, short_analysis]
    max_tokens_default: 1024

  qwen2.5-coder:7b-instruct:
    tier: fast
    context_length: 32768
    strengths: [code_generation, technical_analysis, routing]
    max_tokens_default: 512

  # ─── MAGATAMA — Fine-tuned Security Intelligence (Context X) ─────────────────
  magatama:32b:
    tier: large
    context_length: 131072
    strengths: [security_analysis, threat_intelligence, compliance, bgp_security, incident_response, nis2, ciso_reporting, complex_writing, deep_analysis, technical]
    max_tokens_default: 4096
    description: "MAGATAMA まがたま — TEPPEKI 7-pillar security AI, fine-tuned on Qwen2.5-32B"

  # Medium tier
  qwen2.5:14b:
    tier: medium
    context_length: 131072
    strengths: [general, writing, analysis, coding, dialogue]
    max_tokens_default: 2048

  magatama-llm-v2-0:latest:
    tier: medium
    context_length: 131072
    strengths: [general, writing, analysis, coding, dialogue]
    max_tokens_default: 2048

  magatama-coder:latest:
    tier: medium
    context_length: 65536
    strengths: [code_generation, technical_analysis, debugging]
    max_tokens_default: 2048

  # Large tier
  qwen2.5:32b:
    tier: large
    context_length: 131072
    strengths: [complex_writing, deep_analysis, technical, security_analysis]
    max_tokens_default: 4096

# Fallback chains per tier
fallback_chains:
  fast: [qwen2.5:7b-instruct, qwen2.5-coder:7b-instruct]
  medium: [magatama-llm-v2-0:latest, magatama-coder:latest, qwen2.5:7b-instruct]
  large: [magatama:32b, magatama-llm-v2-0:latest]
  code_generation: [magatama-coder:latest, qwen2.5-coder:7b-instruct]

# Cross-tier fallback when primary tier fails
tier_fallback:
  code_generation: large
  large: medium
  medium: fast
  fast: null