maximem-synap-livekit-agents 0.2.0

Synap memory integration for LiveKit Agents — preload long-term memory, record turns, expose Synap as LLM tools

synap-livekit-agents

Synap integration for LiveKit Agents — preload long-term memory before a realtime call, record every committed turn back to Synap, and expose Synap search/store as LLM-callable function tools.

Install

pip install synap-livekit-agents

Requires livekit-agents>=1.0, maximem-synap>=0.2.0.

Quickstart

from livekit.agents import Agent, AgentSession, ChatContext
from maximem_synap import MaximemSynapSDK
from synap_livekit_agents import (
    preload_synap_context,
    attach_synap_recording,
    synap_search_tool,
    synap_store_tool,
)

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

async def entrypoint(ctx):
    chat_ctx = ChatContext()
    await preload_synap_context(
        chat_ctx, sdk, user_id="alice", customer_id="acme",
    )

    agent = Agent(
        instructions="You are a helpful assistant.",
        chat_ctx=chat_ctx,
        tools=[
            synap_search_tool(sdk, user_id="alice", customer_id="acme"),
            synap_store_tool(sdk, user_id="alice", customer_id="acme"),
        ],
    )
    session = AgentSession(...)
    conversation_id = attach_synap_recording(
        session, sdk, user_id="alice", customer_id="acme",
    )
    await session.start(agent=agent, room=ctx.room)

Scope

• preload_synap_context(chat_ctx, sdk, *, user_id, ...) — async helper. Fetches user-scoped context from Synap and prepends a single system-role ChatMessage to the ChatContext so the agent starts with long-term memory in scope. Read failures degrade silently — a Synap blip must never prevent a call from starting.
• attach_synap_recording(session, sdk, *, user_id, ...) — wires AgentSession.on("conversation_item_added", ...) to sdk.conversation.record_message(). Handles both user and assistant turns (dispatched on item.role). Returns the conversation_id used for this call (auto-generated per call when absent). Callbacks never raise — write failures are logged and swallowed, consistent with LiveKit's sync-event contract.
• synap_search_tool(sdk, *, user_id, ...) / synap_store_tool(sdk, *, user_id, ...) — factories that return FunctionTool instances registerable via Agent(tools=[...]). The LLM can invoke synap_search(query) to retrieve formatted context, or synap_store(content, category) to write a new memory.

Error policy

• Reads (preload_synap_context, synap_search_tool) degrade gracefully. SDK failures log at ERROR, return an empty / "no relevant memory" placeholder, and the call proceeds.
• Writes (attach_synap_recording, synap_store_tool) surface SynapIntegrationError via wrap_sdk_errors_async. The recording callback catches+logs (can't bubble an exception out of a sync LiveKit event emission without tearing down the session); the store tool lets the SynapIntegrationError propagate to the LLM runtime so the model sees a tool failure.

Constructor args

All helpers accept:

• sdk: a configured MaximemSynapSDK
• user_id: required — Synap memory is user-scoped
• customer_id: optional customer/org scope; empty string means customer-less
• conversation_id (recording only): optional explicit id; auto-generated when absent
• mode (read helpers only): "accurate" or "fast", passed through to sdk.fetch
• max_results (read helpers only): cap per fetch