RedisDb

RedisDb is a class that implements the Db interface using Redis as the backend storage system. It provides high-performance, distributed storage for agent sessions with support for JSON data types and schema versioning.

Parameter	Type	Default	Description
redis_client	Optional[Redis]	-	Redis client instance to use. If not provided a new client will be created.
db_url	Optional[str]	-	Redis connection URL (e.g., "redis://localhost:6379/0" or "rediss://user:pass@host:port/db")
db_prefix	str	"agno"	Prefix for all Redis keys.
expire	Optional[int]	-	TTL for Redis keys in seconds.
session_table	Optional[str]	-	Name of the table to store sessions.
memory_table	Optional[str]	-	Name of the table to store memories.
metrics_table	Optional[str]	-	Name of the table to store metrics.
eval_table	Optional[str]	-	Name of the table to store evaluation runs.
knowledge_table	Optional[str]	-	Name of the table to store knowledge documents.

Methods

upsert_sessions

Bulk upsert multiple sessions for improved performance on large datasets.

Parameters:

• sessions (List[Session]): List of sessions to upsert
• deserialize (Optional[bool]): Whether to deserialize the sessions. Defaults to True

Returns: List[Union[Session, Dict[str, Any]]]

upsert_memories

Bulk upsert multiple memories for improved performance on large datasets.

Parameters:

• memories (List[UserMemory]): List of memories to upsert
• deserialize (Optional[bool]): Whether to deserialize the memories. Defaults to True

Returns: List[Union[UserMemory, Dict[str, Any]]]