config:
  version: v0.3
  listeners: []
  providers:
    defaults:
      default_model: general-expert
      reasoning_families:
        deepseek:
          type: chat_template_kwargs
          parameter: thinking
        qwen3:
          type: chat_template_kwargs
          parameter: enable_thinking
        gpt-oss:
          type: reasoning_effort
          parameter: reasoning_effort
        gpt:
          type: reasoning_effort
          parameter: reasoning_effort
      default_reasoning_effort: high
    models:
      - name: base-model
        reasoning_family: qwen3
        backend_refs:
          - name: local-vllm
            endpoint: vllm-llama3-8b-instruct.default.svc.cluster.local:8000
            weight: 1
  routing:
    decisions:
      - name: business_decision
        description: Business and management related queries
        priority: 10
        rules:
          operator: OR
          conditions:
            - type: domain
              name: business
        modelRefs:
          - model: base-model
            lora_name: social-expert
            use_reasoning: false
        plugins:
          - type: system_prompt
            configuration:
              enabled: true
              system_prompt: You are a senior business consultant and strategic advisor with expertise in corporate strategy, operations management, financial analysis, marketing, and organizational development. Provide practical, actionable business advice backed by proven methodologies and industry best practices. Consider market dynamics, competitive landscape, and stakeholder interests in your recommendations.
              mode: replace
      - name: law_decision
        description: Legal questions and law-related topics
        priority: 10
        rules:
          operator: OR
          conditions:
            - type: domain
              name: law
        modelRefs:
          - model: base-model
            lora_name: law-expert
            use_reasoning: false
        plugins:
          - type: system_prompt
            configuration:
              enabled: true
              system_prompt: You are a knowledgeable legal expert with comprehensive understanding of legal principles, case law, statutory interpretation, and legal procedures across multiple jurisdictions. Provide accurate legal information and analysis while clearly stating that your responses are for informational purposes only and do not constitute legal advice. Always recommend consulting with qualified legal professionals for specific legal matters.
              mode: replace
      - name: psychology_decision
        description: Psychology and mental health topics
        priority: 10
        rules:
          operator: OR
          conditions:
            - type: domain
              name: psychology
        modelRefs:
          - model: base-model
            lora_name: humanities-expert
            use_reasoning: false
        plugins:
          - type: response_cache
            configuration:
              enabled: true
              similarity_threshold: 0.8
      - name: biology_decision
        description: Biology and life sciences questions
        priority: 10
        rules:
          operator: OR
          conditions:
            - type: domain
              name: biology
        modelRefs:
          - model: base-model
            lora_name: science-expert
            use_reasoning: false
        plugins:
          - type: system_prompt
            configuration:
              enabled: true
              system_prompt: You are a biology expert with comprehensive knowledge spanning molecular biology, genetics, cell biology, ecology, evolution, anatomy, physiology, and biotechnology. Explain biological concepts with scientific accuracy, use appropriate terminology, and provide examples from current research. Connect biological principles to real-world applications and emphasize the interconnectedness of biological systems.
              mode: replace
      - name: chemistry_decision
        description: Chemistry and chemical sciences questions
        priority: 10
        rules:
          operator: OR
          conditions:
            - type: domain
              name: chemistry
        modelRefs:
          - model: base-model
            lora_name: science-expert
            use_reasoning: true
        plugins:
          - type: system_prompt
            configuration:
              enabled: true
              system_prompt: You are a chemistry expert specializing in chemical reactions, molecular structures, and laboratory techniques. Provide detailed, step-by-step explanations.
              mode: replace
      - name: history_decision
        description: Historical questions and cultural topics
        priority: 10
        rules:
          operator: OR
          conditions:
            - type: domain
              name: history
        modelRefs:
          - model: base-model
            lora_name: humanities-expert
            use_reasoning: false
        plugins:
          - type: system_prompt
            configuration:
              enabled: true
              system_prompt: You are a historian with expertise across different time periods and cultures. Provide accurate historical context and analysis.
              mode: replace
      - name: health_decision
        description: Health and medical information queries
        priority: 10
        rules:
          operator: OR
          conditions:
            - type: domain
              name: health
        modelRefs:
          - model: base-model
            lora_name: science-expert
            use_reasoning: false
        plugins:
          - type: response_cache
            configuration:
              enabled: true
              similarity_threshold: 0.8
      - name: economics_decision
        description: Economics and financial topics
        priority: 10
        rules:
          operator: OR
          conditions:
            - type: domain
              name: economics
        modelRefs:
          - model: base-model
            lora_name: social-expert
            use_reasoning: false
        plugins:
          - type: system_prompt
            configuration:
              enabled: true
              system_prompt: You are an economics expert with deep understanding of microeconomics, macroeconomics, econometrics, financial markets, monetary policy, fiscal policy, international trade, and economic theory. Analyze economic phenomena using established economic principles, provide data-driven insights, and explain complex economic concepts in accessible terms. Consider both theoretical frameworks and real-world applications in your responses.
              mode: replace
      - name: math_decision
        description: Mathematics and quantitative reasoning
        priority: 10
        rules:
          operator: OR
          conditions:
            - type: domain
              name: math
        modelRefs:
          - model: base-model
            lora_name: math-expert
            use_reasoning: true
        plugins:
          - type: system_prompt
            configuration:
              enabled: true
              system_prompt: You are a mathematics expert. Provide step-by-step solutions, show your work clearly, and explain mathematical concepts in an understandable way.
              mode: replace
      - name: physics_decision
        description: Physics and physical sciences
        priority: 10
        rules:
          operator: OR
          conditions:
            - type: domain
              name: physics
        modelRefs:
          - model: base-model
            lora_name: science-expert
            use_reasoning: true
        plugins:
          - type: system_prompt
            configuration:
              enabled: true
              system_prompt: You are a physics expert with deep understanding of physical laws and phenomena. Provide clear explanations with mathematical derivations when appropriate.
              mode: replace
      - name: computer_science_decision
        description: Computer science and programming
        priority: 10
        rules:
          operator: OR
          conditions:
            - type: domain
              name: computer science
        modelRefs:
          - model: base-model
            lora_name: science-expert
            use_reasoning: false
        plugins:
          - type: system_prompt
            configuration:
              enabled: true
              system_prompt: You are a computer science expert with knowledge of algorithms, data structures, programming languages, and software engineering. Provide clear, practical solutions with code examples when helpful.
              mode: replace
      - name: philosophy_decision
        description: Philosophy and ethical questions
        priority: 10
        rules:
          operator: OR
          conditions:
            - type: domain
              name: philosophy
        modelRefs:
          - model: base-model
            lora_name: humanities-expert
            use_reasoning: false
        plugins:
          - type: system_prompt
            configuration:
              enabled: true
              system_prompt: You are a philosophy expert with comprehensive knowledge of philosophical traditions, ethical theories, logic, metaphysics, epistemology, political philosophy, and the history of philosophical thought. Engage with complex philosophical questions by presenting multiple perspectives, analyzing arguments rigorously, and encouraging critical thinking. Draw connections between philosophical concepts and contemporary issues while maintaining intellectual honesty about the complexity and ongoing nature of philosophical debates.
              mode: replace
      - name: engineering_decision
        description: Engineering and technical problem-solving
        priority: 10
        rules:
          operator: OR
          conditions:
            - type: domain
              name: engineering
        modelRefs:
          - model: base-model
            lora_name: science-expert
            use_reasoning: false
        plugins:
          - type: system_prompt
            configuration:
              enabled: true
              system_prompt: You are an engineering expert with knowledge across multiple engineering disciplines including mechanical, electrical, civil, chemical, software, and systems engineering. Apply engineering principles, design methodologies, and problem-solving approaches to provide practical solutions. Consider safety, efficiency, sustainability, and cost-effectiveness in your recommendations. Use technical precision while explaining concepts clearly, and emphasize the importance of proper engineering practices and standards.
              mode: replace
      - name: thinking_decision
        description: Complex reasoning and multi-step thinking
        priority: 20
        rules:
          operator: OR
          conditions:
            - type: keyword
              name: thinking
        modelRefs:
          - model: base-model
            lora_name: general-expert
            use_reasoning: true
        plugins:
          - type: system_prompt
            configuration:
              enabled: true
              system_prompt: You are a thinking expert, should think multiple steps before answering. Please answer the question step by step.
              mode: replace
      - name: general_decision
        description: General knowledge and miscellaneous topics
        priority: 1
        rules:
          operator: OR
          conditions:
            - type: domain
              name: other
        modelRefs:
          - model: base-model
            lora_name: general-expert
            use_reasoning: false
        plugins:
          - type: response_cache
            configuration:
              enabled: true
              similarity_threshold: 0.75
    signals:
      keywords:
        - name: thinking
          operator: OR
          keywords:
            - urgent
            - immediate
            - asap
            - think
            - careful
          case_sensitive: false
      domains:
        - name: business
          description: Business, corporate strategy, management, finance, marketing
        - name: law
          description: Legal principles, case law, statutory interpretation, legal procedures
        - name: psychology
          description: Cognitive processes, behavioral patterns, mental health, developmental psychology
        - name: biology
          description: Molecular biology, genetics, cell biology, ecology, evolution, anatomy
        - name: chemistry
          description: Chemical reactions, molecular structures, laboratory techniques
        - name: history
          description: Historical events, time periods, cultures, civilizations
        - name: health
          description: Anatomy, physiology, diseases, treatments, preventive care, nutrition
        - name: economics
          description: Microeconomics, macroeconomics, financial markets, monetary policy, trade
        - name: math
          description: Mathematics, algebra, calculus, geometry, statistics
        - name: physics
          description: Physical laws, mechanics, thermodynamics, electromagnetism, quantum physics
        - name: computer science
          description: Algorithms, data structures, programming, software engineering
        - name: philosophy
          description: Philosophical traditions, ethics, logic, metaphysics, epistemology
        - name: engineering
          description: Engineering disciplines, design, problem-solving, systems
        - name: other
          description: General knowledge and miscellaneous topics
    modelCards:
      - name: base-model
        loras:
          - name: science-expert
            description: 'Specialized for science domains: biology, chemistry, physics, health, engineering'
          - name: social-expert
            description: 'Optimized for social sciences: business, economics'
          - name: math-expert
            description: Fine-tuned for mathematics and quantitative reasoning
          - name: law-expert
            description: Specialized for legal questions and law-related topics
          - name: humanities-expert
            description: 'Optimized for humanities: psychology, history, philosophy'
          - name: general-expert
            description: General-purpose adapter for diverse topics
      - name: general-expert
  global:
    router:
      strategy: priority
    services:
      response_api:
        enabled: true
        store_backend: memory
        ttl_seconds: 86400
        max_responses: 1000
      router_replay:
        store_backend: memory
        ttl_seconds: 2592000
        async_writes: false
      api:
        batch_classification:
          max_batch_size: 100
          concurrency_threshold: 5
          max_concurrency: 8
          metrics:
            enabled: true
            detailed_goroutine_tracking: true
            high_resolution_timing: false
            sample_rate: 1.0
            duration_buckets:
              - 0.001
              - 0.005
              - 0.01
              - 0.025
              - 0.05
              - 0.1
              - 0.25
              - 0.5
              - 1
              - 2.5
              - 5
              - 10
              - 30
            size_buckets:
              - 1
              - 2
              - 5
              - 10
              - 20
              - 50
              - 100
              - 200
      observability:
        tracing:
          enabled: false
          provider: opentelemetry
          exporter:
            type: otlp
            endpoint: jaeger:4317
            insecure: true
          sampling:
            type: always_on
            rate: 1.0
          resource:
            service_name: vllm-semantic-router
            service_version: v0.1.0
            deployment_environment: development
    stores:
      response_cache:
        enabled: true
        backend_type: memory
        similarity_threshold: 0.8
        max_entries: 1000
        ttl_seconds: 3600
        eviction_policy: fifo
        embedding_model: mmbert
      memory:
        embedding_model: mmbert
      vector_store:
        embedding_model: mmbert
    integrations:
      tools:
        enabled: true
        top_k: 3
        similarity_threshold: 0.2
        tools_db_path: config/tools_db.json
        fallback_to_empty: true