In-Memory Storage

Use in-memory storage for testing and development.

InMemoryDb stores sessions, memories, metrics, evaluation runs, knowledge, and cultural knowledge in the current Python process.

Data is lost when the process exits. Use InMemoryDb for demos and tests. Use a persistent database for production and for features that InMemoryDb does not implement, including tracing, spans, and learning storage.

Usage

Install the openai package:

uv pip install openai

from agno.agent import Agent
from agno.db.in_memory import InMemoryDb

db = InMemoryDb()

agent = Agent(db=db)