babylon.rag.context_window.config

Configuration model for the context window management system.

This module defines ContextWindowConfig, a Pydantic model that controls how the context window manager operates. Configuration includes:

  • Maximum token limits (model-specific)

  • Capacity thresholds for triggering optimization

  • Prioritization strategies (relevance, recency, hybrid)

  • Minimum importance scores for content retention

The config can be instantiated with defaults or loaded from BaseConfig for integration with the broader Babylon configuration system.

See also

ContextWindowManager:

The manager that uses this configuration.

BaseConfig:

Source of default values when using from_base_config().

Classes

ContextWindowConfig(**data)

Configuration for the Context Window Management system.
class babylon.rag.context_window.config.ContextWindowConfig(**data)[source]

Bases: BaseModel

Configuration for the Context Window Management system.

Parameters:

  • max_token_limit (int)

  • capacity_threshold (float)

  • prioritization_strategy (str)

  • min_content_importance (float)

max_token_limit

Maximum number of tokens allowed in the context window

capacity_threshold

Percentage of capacity at which optimization should trigger

prioritization_strategy

Strategy for content prioritization (relevance, recency, hybrid)

min_content_importance

Minimum importance score for content to be kept in context

model_config: ClassVar[ConfigDict] = {'frozen': True}

Configuration for the model, should be a dictionary conforming to [ConfigDict][pydantic.config.ConfigDict].

max_token_limit: int
capacity_threshold: float
prioritization_strategy: str
min_content_importance: float
classmethod from_base_config()[source]

Create context window config from BaseConfig.

Return type:

ContextWindowConfig