Memory Integration

from upsonic import AutonomousAgent, Task

# InMemoryStorage + full_session_memory are enabled automatically
agent = AutonomousAgent(
    model="anthropic/claude-sonnet-4-5",
    workspace="/path/to/project"
)

# First interaction
task = Task("Read the main.py file")
agent.print_do(task)

# Second interaction - agent remembers context (full_session_memory is True by default)
task = Task("Now add error handling to that file")
agent.print_do(task)

from upsonic import AutonomousAgent

agent = AutonomousAgent(
    model="anthropic/claude-sonnet-4-5",
    workspace="/path/to/project",
    # full_session_memory=True is already the default
    summary_memory=True,       # Generate session summaries
    user_analysis_memory=True  # Track user preferences
)

from upsonic import AutonomousAgent, Task
from upsonic.storage import SqliteStorage, Memory

# Create persistent storage
storage = SqliteStorage(db_file="sessions.db")
memory = Memory(
    storage=storage,
    session_id="project_session_001",
    user_id="developer_001",
    full_session_memory=True
)

agent = AutonomousAgent(
    model="anthropic/claude-sonnet-4-5",
    workspace="/path/to/project",
    memory=memory
)

# Conversations persist across restarts
task = Task("Continue where we left off")
agent.print_do(task)

from upsonic import AutonomousAgent

agent = AutonomousAgent(
    model="anthropic/claude-sonnet-4-5",
    workspace="/path/to/project",
    session_id="coding_session_123",
    user_id="alice"
    # full_session_memory=True is the default
)

# Access IDs
print(f"Session: {agent.session_id}")
print(f"User: {agent.user_id}")