Summary Memory

from upsonic import Agent, Task
from upsonic.storage.memory import Memory
from upsonic.storage.sqlite import SqliteStorage

storage = SqliteStorage(db_file="summaries.db")

memory = Memory(
    storage=storage,
    session_id="session_001",
    full_session_memory=True
    summary_memory=True,
    model="openai/gpt-4o-mini"  # Required for summary generation
)

agent = Agent("openai/gpt-4o", memory=memory)

result1 = agent.do(Task("Let's discuss Python web frameworks"))
result2 = agent.do(Task("How does Django compare to Flask?"))
result3 = agent.do(Task("What have we discussed so far?"))
print(result3)  # Uses summary for context

from upsonic import Agent, Task
from upsonic.storage.memory import Memory
from upsonic.storage.sqlite import SqliteStorage

storage = SqliteStorage(db_file="hybrid.db")

memory = Memory(
    storage=storage,
    session_id="session_001",
    full_session_memory=True,
    summary_memory=True,
    num_last_messages=10,  # Recent history + summary for older context
    model="openai/gpt-4o-mini"
)

agent = Agent("openai/gpt-4o", memory=memory)

result = agent.do(Task("Continue our database optimization discussion"))
print(result)