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What is Summary Memory?

Summary Memory maintains an evolving, condensed summary of key conversation points, reducing costs while preserving important context.

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Usage

from upsonic.storage import Memory, SqliteStorage

# Summary memory with model
memory = Memory(
    storage=SqliteStorage(sessions_table_name="sessions", profiles_table_name="profiles"),
    session_id="session_002",
    summary_memory=True,
    model="openai/gpt-4o-mini"  # Model for generating summaries
)

# Combined with conversation memory
memory = Memory(
    storage=SqliteStorage(sessions_table_name="sessions", profiles_table_name="profiles"),
    session_id="session_002",
    full_session_memory=True,
    summary_memory=True,
    model="openai/gpt-4o-mini"
)

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Params

  • summary_memory: bool - Enable/disable summary generation
  • session_id: str - Required identifier for the session
  • model: str - Required model for generating summaries