py/config.yaml

# AI Assistant Configuration File
# This file contains all hyperparameters and settings for the multi-agent system

# Model Configuration
models:
  available:
    - model_id: "gpt-4o-mini"
      display_name: "GPT-4o Mini"
      max_tokens: 128000
      input_cost_per_1m: 0.15  # $0.15 per 1M tokens
      output_cost_per_1m: 0.60  # $0.60 per 1M tokens
      description: "Most cost-efficient model for high-volume tasks"
      default: true
    - model_id: "gpt-4"
      display_name: "GPT-4"
      max_tokens: 8192
      input_cost_per_1m: 30.00  # $30.00 per 1M tokens
      output_cost_per_1m: 60.00  # $60.00 per 1M tokens
      description: "Original GPT-4 with 8k context"
    - model_id: "gpt-4o"
      display_name: "GPT-4o"
      max_tokens: 128000
      input_cost_per_1m: 2.50  # $2.50 per 1M tokens (latest pricing)
      output_cost_per_1m: 10.00  # $10.00 per 1M tokens
      description: "Most capable model with vision capabilities"
    - model_id: "gpt-4o-nano"
      display_name: "GPT-4o Nano"
      max_tokens: 8192
      input_cost_per_1m: 0.10
      output_cost_per_1m: 0.40
      description: "Fastest model (when available)"
    - model_id: "gpt-3.5-turbo"
      display_name: "GPT-3.5 Turbo"
      max_tokens: 16384
      input_cost_per_1m: 0.50  # $0.50 per 1M tokens
      output_cost_per_1m: 1.50  # $1.50 per 1M tokens
      description: "Fast and efficient for simple tasks"
  
  # Default model parameters
  default_temperature: 0.0
  default_max_tokens: 4000

# Product Configuration
products:
  available:
    - id: "harmony"
      display_name: "Harmony"
      versions: ["1.8", "1.6", "1.5", "1.2"]
      default_version: "1.8"
    - id: "chorus"
      display_name: "Chorus"
      versions: ["1.1"]
      default_version: "1.1"
  
  default_product: "harmony"

# RAG (Retrieval-Augmented Generation) Settings
rag:
  # Number of documents to retrieve for context
  default_k: 6
  
  # ChromaDB settings
  collection_name: "documentation"
  embedding_model: "text-embedding-3-small"
  
  # Unused RAG parameters (kept for reference)
  # max_k: 15
  # similarity_threshold: 0.7
  # include_metadata: true

# Agent Configuration
agents:
  # Document Reader Agent
  document_reader:
    enabled: true
    display_name: "Document Reader"
    description: "Handles documentation queries with RAG"
    # Tools list not currently used - tools are defined in agent code
    # tools:
    #   - search_version_documentation
    #   - search_all_versions
    #   - list_available_versions
    #   - switch_to_profile_settings
    max_iterations: 3
    verbose: true
  
  # Profile Settings Agent
  profile_settings:
    enabled: true
    display_name: "Profile Settings"
    description: "Manages user preferences and settings"
    # Tools list not currently used - tools are defined in agent code
    # tools:
    #   - view_profile
    #   - update_preference
    #   - update_notifications
    #   - confirm_changes
    #   - show_settings_menu
    #   - switch_to_document_reader
    max_iterations: 3
    verbose: true
  
  # Network Configuration Agent
  network_config:
    enabled: false
    display_name: "Network Configuration"
    description: "Manages network configurations (NAT, VLAN, IP)"
    # Tools list not currently used - tools are defined in agent code
    # tools:
    #   - configure_nat
    #   - configure_vlan
    #   - bulk_create_vlans
    #   - configure_ip_address
    #   - configure_dhcp
    #   - apply_network_template
    #   - preview_network_config
    #   - list_network_interfaces
    max_iterations: 3
    verbose: true
  
  # Subscriber Management Agent
  subscriber_management:
    enabled: false
    display_name: "Subscriber Management"
    description: "Manages subscriber operations and CSV imports"
    # Tools list not currently used - tools are defined in agent code
    # tools:
    #   - create_subscriber
    #   - create_subscriber_range
    #   - import_subscribers_csv
    #   - clone_subscriber
    #   - update_subscriber
    #   - bulk_update_subscribers
    #   - toggle_subscribers
    #   - generate_csv_template
    #   - preview_import
    max_iterations: 3
    verbose: true
  
  # System Query Agent
  system_query:
    enabled: false
    display_name: "System Query"
    description: "Provides read-only analytics and insights"
    # Tools list not currently used - tools are defined in agent code
    # tools:
    #   - query_radio_status
    #   - query_subscriber_sessions
    #   - query_network_performance
    #   - query_system_logs
    #   - generate_analytics_report
    #   - query_slice_performance
    #   - query_resource_utilization
    #   - query_service_health
    #   - query_top_talkers
    max_iterations: 3
    verbose: true
  
  # Policy & DNN Agent
  policy_dnn:
    enabled: false
    display_name: "Policy & DNN"
    description: "Manages policies, DNNs, and QoS profiles"
    # Tools list not currently used - tools are defined in agent code
    # tools:
    #   - create_dnn
    #   - update_dnn
    #   - assign_dnn_to_subscribers
    #   - create_qos_profile
    #   - create_policy_rule
    #   - apply_policy_template
    #   - bulk_update_qos
    #   - list_dnns
    #   - create_service_profile
    max_iterations: 3
    verbose: true
  
  # Default active agent
  default_agent: "document_reader"

# Tool Configuration (NOT CURRENTLY USED - Kept for reference)
# tools:
#   # Maximum number of tool calls per query
#   max_tool_calls: 5
#   
#   # Tool timeout in seconds
#   tool_timeout: 30
#   
#   # Enable/disable specific tools globally
#   enabled_tools:
#     # Document Reader tools
#     - search_version_documentation
#     - search_all_versions
#     - list_available_versions
#     # Profile Settings tools
#     - view_profile
#     - update_preference
#     - update_notifications
#     - confirm_changes
#     - show_settings_menu
#     # Network Configuration tools
#     - configure_nat
#     - configure_vlan
#     - bulk_create_vlans
#     - configure_ip_address
#     - configure_dhcp
#     - apply_network_template
#     - preview_network_config
#     - list_network_interfaces
#     # Subscriber Management tools
#     - create_subscriber
#     - create_subscriber_range
#     - import_subscribers_csv
#     - clone_subscriber
#     - update_subscriber
#     - bulk_update_subscribers
#     - toggle_subscribers
#     - generate_csv_template
#     - preview_import
#     # System Query tools
#     - query_radio_status
#     - query_subscriber_sessions
#     - query_network_performance
#     - query_system_logs
#     - generate_analytics_report
#     - query_slice_performance
#     - query_resource_utilization
#     - query_service_health
#     - query_top_talkers
#     # Policy & DNN tools
#     - create_dnn
#     - update_dnn
#     - assign_dnn_to_subscribers
#     - create_qos_profile
#     - create_policy_rule
#     - apply_policy_template
#     - bulk_update_qos
#     - list_dnns
#     - create_service_profile
#     # Agent switching tools
#     - switch_to_profile_settings
#     - switch_to_document_reader
#     - switch_to_network_config
#     - switch_to_subscriber_management
#     - switch_to_system_query
#     - switch_to_policy_dnn

# Conversation Settings
conversation:
  # SQLite settings
  database_path: "data/chat_history.db"


# Logging Configuration
logging:
  level: "INFO"  # DEBUG, INFO, WARNING, ERROR
  format: "%(asctime)s - %(name)s - %(levelname)s - %(message)s"
  file: "logs/assistant.log"
  console: true