# model_list:
#   - model_name: claude-sonnet-4-6
#     litellm_params: {model: anthropic/claude-sonnet-4-6}
#     model_info:
#       litellm_routing_preferences:
#         quality_tier: 1
#         keywords: [tin]
#   - model_name: gpt-4o-mini
#     litellm_params: {model: openai/gpt-4o-mini}
#     model_info:
#       litellm_routing_preferences:
#         quality_tier: 1
#         keywords: []
#   - model_name: gpt-4o
#     litellm_params: {model: openai/gpt-4o}
#     model_info:
#       litellm_routing_preferences:
#         quality_tier: 2
#         keywords: [vision, function_calling]
#   - model_name: opus
#     litellm_params: {model: anthropic/claude-opus-4-7}
#     model_info:
#       litellm_routing_preferences:
#         quality_tier: 3
#         keywords: ["architecture", "design"]
#   - model_name: my-quality-router
#     litellm_params:
#       model: auto_router/adaptive_router
#       adaptive_router_default_model: gpt-4o-mini
#       adaptive_router_config:
#         available_models: [gpt-4o-mini, gpt-4o, opus, claude-sonnet-4-6]
# Example proxy config for the adaptive router (v0).
#
# Wires one logical router ("smart-cheap-router") that adaptively picks between
# two real deployments ("fast" and "smart") based on per-session feedback signals.
#
# How to use from a client:
#   POST /v1/chat/completions { "model": "smart-cheap-router", ... }
#   Add { "metadata": { "litellm_session_id": "<your-session-id>" } } to enable
#   sticky-session routing within a conversation.
#
# Required env vars: OPENAI_API_KEY, DATABASE_URL.

model_list:
  # ---- The adaptive router "control" deployment -------------------------
  # `model_name` is what clients call. `available_models` lists the underlying
  # deployments the router is allowed to pick from (must match other model_name
  # entries in this list).
  - model_name: smart-cheap-router
    litellm_params:
      model: auto_router/adaptive_router
      adaptive_router_config:
        available_models: ["fast", "smart"]
        weights:
          quality: 0.7
          cost: 0.3

  # ---- Underlying deployments the router picks from ---------------------
  - model_name: fast
    litellm_params:
      model: anthropic/claude-sonnet-4-6
      api_key: os.environ/ANTHROPIC_API_KEY
      input_cost_per_token: 0.00000015
    model_info:
      adaptive_router_preferences:
        quality_tier: 2
        strengths: []

  - model_name: smart
    litellm_params:
      model: anthropic/claude-opus-4-7
      api_key: os.environ/ANTHROPIC_API_KEY
      input_cost_per_token: 0.0000050
    model_info:
      adaptive_router_preferences:
        quality_tier: 3
        strengths: ["code_generation", "technical_design", "analytical_reasoning"]

litellm_settings:
  drop_params: True

general_settings:
  master_key: sk-1234 # REPLACE in production
