feat: add Memory Gateway integration with async support for memory snapshots and user management
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190
app-instance/backend/beaver/memory/gateway/service.py
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190
app-instance/backend/beaver/memory/gateway/service.py
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"""Memory service wrapper that augments local snapshots with Memory Gateway recall."""
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from __future__ import annotations
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import asyncio
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import logging
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from typing import Any
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from beaver.foundation.config.schema import MemoryGatewayConfig
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from beaver.memory.curated.snapshot import MemorySnapshot
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from beaver.services.memory_service import MemoryService
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logger = logging.getLogger(__name__)
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class GatewayAugmentedMemoryService:
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"""Keep local curated memory and add Memory Gateway recall when available."""
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def __init__(
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self,
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*,
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local_service: MemoryService,
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client: Any,
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config: MemoryGatewayConfig,
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) -> None:
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self.local_service = local_service
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self.client = client
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self.config = config
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def initialize(self) -> None:
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self.local_service.initialize()
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def get_store(self) -> Any:
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return self.local_service.get_store()
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def get_snapshot(self) -> MemorySnapshot:
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return self.local_service.get_snapshot()
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def capture_snapshot_for_run(self) -> MemorySnapshot:
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return self.local_service.capture_snapshot_for_run()
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async def capture_snapshot_for_run_async(
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self,
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*,
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user_id: str | None = None,
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session_id: str | None = None,
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query: str | None = None,
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) -> MemorySnapshot:
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local_snapshot = self.local_service.capture_snapshot_for_run()
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if not user_id or not session_id or not query:
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return local_snapshot
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try:
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user_key = await self.client.ensure_user(user_id)
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limit = max(1, self.config.snapshot_search_limit)
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profile, session_context, search = await asyncio.gather(
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self.client.get_profile(
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user_id=user_id,
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user_key=user_key,
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query="用户画像",
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limit=limit,
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),
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self.client.get_session_context(
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user_id=user_id,
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user_key=user_key,
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session_id=session_id,
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query=query,
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limit=limit,
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),
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self.client.search(
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user_id=user_id,
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user_key=user_key,
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session_id=session_id,
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query=query,
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limit=limit,
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),
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)
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except Exception as exc: # noqa: BLE001 - gateway recall must not break local memory
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logger.warning("Memory Gateway snapshot augmentation failed: %s", exc, exc_info=True)
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return local_snapshot
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user_block = self._join_blocks(
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local_snapshot.user_block,
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self._render_profile(profile),
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)
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memory_block = self._join_blocks(
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local_snapshot.memory_block,
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self._render_session_context(session_context),
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self._render_search(search),
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)
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return MemorySnapshot(memory_block=memory_block, user_block=user_block)
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async def archive_run_async(
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self,
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*,
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user_id: str | None,
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session_id: str,
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user_message: str,
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assistant_message: str,
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) -> dict[str, Any]:
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if not user_id:
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return {"success": False, "error": "user_id is required for Memory Gateway archive."}
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user_key = await self.client.ensure_user(user_id)
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result: dict[str, Any] = {
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"messages": await self.client.ingest_messages(
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user_id=user_id,
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user_key=user_key,
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session_id=session_id,
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user_message=user_message,
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assistant_message=assistant_message,
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)
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}
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if self.config.commit_on_run_complete:
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result["commit"] = await self.client.commit_session(
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user_id=user_id,
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user_key=user_key,
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session_id=session_id,
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)
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return result
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@staticmethod
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def _join_blocks(*blocks: str | None) -> str | None:
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joined = "\n\n".join(block.strip() for block in blocks if block and block.strip())
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return joined or None
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@staticmethod
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def _render_profile(payload: dict[str, Any]) -> str | None:
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lines: list[str] = []
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profile = payload.get("profile")
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if isinstance(profile, dict):
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lines.extend(_compact_mapping(profile))
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elif profile:
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lines.append(str(profile))
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lines.extend(_compact_items(payload.get("items")))
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return _section("GATEWAY USER PROFILE", lines)
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@staticmethod
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def _render_session_context(payload: dict[str, Any]) -> str | None:
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lines: list[str] = []
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context = payload.get("context")
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if isinstance(context, dict):
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overview = context.get("latest_archive_overview")
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if overview:
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lines.append(str(overview))
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messages = context.get("messages")
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if isinstance(messages, list):
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lines.extend(_compact_items(messages))
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lines.extend(_compact_items(payload.get("items")))
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return _section("GATEWAY SESSION CONTEXT", lines)
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@staticmethod
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def _render_search(payload: dict[str, Any]) -> str | None:
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return _section("GATEWAY SEARCH RESULTS", _compact_items(payload.get("items")))
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def _section(title: str, lines: list[str]) -> str | None:
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cleaned = [line.strip() for line in lines if line and line.strip()]
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if not cleaned:
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return None
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return f"{title}\n" + "\n".join(cleaned)
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def _compact_mapping(payload: dict[str, Any]) -> list[str]:
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result: list[str] = []
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for key in ("summary", "text", "content", "description"):
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value = payload.get(key)
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if value:
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result.append(str(value))
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if not result and payload:
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result.append(str(payload))
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return result
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def _compact_items(items: Any) -> list[str]:
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if not isinstance(items, list):
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return []
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result: list[str] = []
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for item in items:
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if not isinstance(item, dict):
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if item:
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result.append(f"- {item}")
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continue
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text = item.get("text") or item.get("summary") or item.get("content")
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if not text:
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text = str(item)
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source = item.get("source_backend")
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prefix = f"[{source}] " if source else ""
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result.append(f"- {prefix}{text}")
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return result
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