maximem-synap-agno 0.2.0

Synap memory integration for Agno — user memories backed by Synap

synap-agno

Synap integration for Agno — backs Agno's user memories with Synap's semantic memory store.

Install

pip install synap-agno

Requires agno>=2.0, maximem-synap>=0.2.0.

Quickstart

from agno.agent import Agent
from agno.models.openai import OpenAIChat
from maximem_synap import MaximemSynapSDK
from synap_agno import SynapDb

sdk = MaximemSynapSDK(api_key="sk-...")

agent = Agent(
    db=SynapDb(sdk, customer_id="acme"),
    model=OpenAIChat(id="gpt-4o-mini"),
    enable_user_memories=True,
)

agent.run("Remember that I prefer tea over coffee", user_id="alice")
agent.run("What do you remember about me?", user_id="alice")

Scope

Agno 2.x unifies every persistence concern (sessions, traces, evals, metrics, knowledge, culture, memories) under a single BaseDb with 46+ abstract methods. Synap natively backs only user memories, so SynapDb:

• Extends Agno's InMemoryDb
• Overrides user-memory methods (upsert_user_memory, get_user_memory, get_user_memories, get_all_memory_topics) to route through Synap
• Leaves sessions, traces, evals, metrics, knowledge, and culture in-process (inherited from InMemoryDb)

Need durable sessions or traces? Use SqliteDb / PostgresDb from Agno directly — this package is scoped to memory specifically.

Error policy

• Reads (get_user_memory, get_user_memories, get_all_memory_topics) degrade gracefully — SDK failures log at ERROR and return empty results.
• Writes (upsert_user_memory, upsert_memories) surface SynapIntegrationError so ingestion outages are observable.
• Deletes (delete_user_memory, delete_user_memories, clear_memories) warn once and no-op — Synap has no public delete API. Same contract used by synap-crewai.
• Stats (get_user_memory_stats) warns once and returns ([], 0) — Synap doesn't expose aggregate counts.