ractogateway.redis._models

Pydantic configuration models for the Redis infrastructure layer.

class ractogateway.redis._models.RateLimitConfig(**data)[source]

Configuration for RedisRateLimiter.

Parameters:

max_tokens_per_minute (int) – Maximum LLM tokens a single user_id may consume in any 60-second window.
key_prefix (str) – Redis key namespace. All rate-limit keys are stored under "{key_prefix}:{user_id}:{unix_minute}".

Create a new model by parsing and validating input data from keyword arguments.

Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be validated to form a valid model.

self is explicitly positional-only to allow self as a field name.

model_config: ClassVar[ConfigDict] = {}: Configuration for the model, should be a dictionary conforming to [ConfigDict][pydantic.config.ConfigDict].

class ractogateway.redis._models.ChatMemoryConfig(**data)[source]

Configuration for RedisChatMemory.

Parameters:

max_turns (int) – Maximum number of conversation turns to retain. Each turn consists of one user message and one assistant message, so up to max_turns * 2 raw messages are stored per conversation.
ttl_seconds (float | None) – Optional TTL. Every append() call refreshes the expiry on the underlying Redis list. None disables expiry.
key_prefix (str) – Redis key namespace. Each conversation is stored at "{key_prefix}:{conversation_id}".

Create a new model by parsing and validating input data from keyword arguments.

Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be validated to form a valid model.

self is explicitly positional-only to allow self as a field name.

model_config: ClassVar[ConfigDict] = {}: Configuration for the model, should be a dictionary conforming to [ConfigDict][pydantic.config.ConfigDict].