fixed memmory

backend/app/api/routes/memory.py

@@ -5,6 +5,8 @@ from pydantic import BaseModel, Field
 from sqlalchemy.orm import Session
 
 from app.db.base import get_db
+from app.db.models import ChatSession
+from app.memory.extract import extract_after_turn
 from app.memory.service import MemoryService
 
 router = APIRouter()
@@ -26,6 +28,13 @@ class SessionSummaryUpdate(BaseModel):
     message_count: int = 0
 
 
+class ExtractRequest(BaseModel):
+    session_id: int
+    user_text: str = Field(min_length=1)
+    assistant_text: str = ""
+    force: bool = False
+
+
 @router.get("/memory")
 def get_memory_snapshot(
     session_id: int | None = None,
@@ -85,6 +94,23 @@ def forget_fact(memory_id: int, db: Session = Depends(get_db)) -> dict[str, Any]
         raise HTTPException(status_code=404, detail=str(exc)) from exc
 
 
+@router.post("/memory/extract")
+async def extract_memories(
+    payload: ExtractRequest,
+    db: Session = Depends(get_db),
+) -> dict:
+    session = db.get(ChatSession, payload.session_id)
+    if not session:
+        raise HTTPException(status_code=404, detail="Session not found")
+    return await extract_after_turn(
+        db,
+        payload.session_id,
+        payload.user_text,
+        payload.assistant_text,
+        force=payload.force,
+    )
+
+
 @router.put("/memory/sessions/{session_id}/summary")
 def update_session_summary(
     session_id: int,