Learning Machine

1"""
2Learning Machine
3=============================
4
5Learning Machine.
6"""
7
8from kern.agent import Agent
9from kern.db.sqlite import SqliteDb
10from kern.learn import LearningMachine, LearningMode, UserProfileConfig
11from kern.models.openai import OpenAIResponses
12
13# ---------------------------------------------------------------------------
14# Setup
15# ---------------------------------------------------------------------------
16agent_db = SqliteDb(db_file="tmp/agents.db")
17
18# ---------------------------------------------------------------------------
19# Create Agent
20# ---------------------------------------------------------------------------
21agent = Agent(
22    name="Learning Agent",
23    model=OpenAIResponses(id="gpt-5.2"),
24    db=agent_db,
25    learning=LearningMachine(
26        user_profile=UserProfileConfig(mode=LearningMode.AGENTIC),
27    ),
28    markdown=True,
29)
30
31# ---------------------------------------------------------------------------
32# Run Agent
33# ---------------------------------------------------------------------------
34if __name__ == "__main__":
35    user_id = "learning-demo-user"
36
37    agent.print_response(
38        "My name is Alex, and I prefer concise responses.",
39        user_id=user_id,
40        session_id="learning_session_1",
41        stream=True,
42    )
43
44    agent.print_response(
45        "What do you remember about me?",
46        user_id=user_id,
47        session_id="learning_session_2",
48        stream=True,
49    )

1# Clone and setup repo
2git clone https://github.com/kern-ai/kern.git
3cd kern/cookbook/02_agents/06_memory_and_learning
4
5# Create and activate virtual environment
6./scripts/demo_setup.sh
7source .venvs/demo/bin/activate
8
9python learning_machine.py