Refactor OpenViking Memory API and User Management

- Updated API authentication headers to use `X-API-Key` for both admin and user APIs.
- Modified the account creation process to directly create user-specific accounts without requiring an admin workspace.
- Enhanced user creation to return account-specific details, including `admin_user_id`.
- Introduced new endpoints for retrieving task status and user profiles, allowing for more flexible user data management.
- Updated search functionality to include additional parameters such as `level` and `score_threshold`.
- Improved the handling of user keys in the storage layer to associate them with specific accounts.
- Added tests to validate the new user account creation process and search functionalities, ensuring proper integration with the OpenViking service.
- Included new documentation to reflect changes in API usage and expected request/response formats.

memory_system_api/api.py

@@ -6,9 +6,11 @@ from fastapi import APIRouter, Depends, HTTPException, Query, status
 from .auth import verify_api_key
 from .schemas import (
     MessageIngestRequest,
+    ProfileRequest,
     SearchRequest,
     SessionContextRequest,
     SessionUserRequest,
+    TaskStatusRequest,
     UserCreateRequest,
 )
 from .service import MemorySystemService
@@ -123,6 +125,23 @@ async def get_openviking_task(
         raise user_auth_error(exc) from exc
 
 
+@router.post("/openviking/tasks/{task_id}")
+async def get_openviking_task_from_body(
+    task_id: str,
+    request: TaskStatusRequest,
+    service: MemorySystemService = Depends(get_service),
+):
+    try:
+        return await service.get_openviking_task(
+            request.user_id,
+            request.user_key,
+            task_id,
+            session_id=request.session_id,
+        )
+    except PermissionError as exc:
+        raise user_auth_error(exc) from exc
+
+
 @router.post("/search")
 async def search(
     request: SearchRequest,
@@ -134,14 +153,34 @@ async def search(
         raise user_auth_error(exc) from exc
 
 
+@router.post("/users/{user_id}/profile")
+async def get_profile_from_body(
+    user_id: str,
+    request: ProfileRequest,
+    service: MemorySystemService = Depends(get_service),
+):
+    try:
+        return await service.get_profile(
+            user_id,
+            request.user_key,
+            query=request.query,
+            limit=request.limit,
+            level=request.level,
+        )
+    except PermissionError as exc:
+        raise user_auth_error(exc) from exc
+
+
 @router.get("/users/{user_id}/profile")
 async def get_profile(
     user_id: str,
     user_key: str = Query(min_length=1),
+    query: str = Query(default="用户画像", min_length=1),
+    limit: int = Query(default=10, ge=1, le=100),
+    level: int = Query(default=2, ge=0),
     service: MemorySystemService = Depends(get_service),
 ):
     try:
-        service.openviking.credential_for_user(user_id, user_key)
+        return await service.get_profile(user_id, user_key, query=query, limit=limit, level=level)
     except PermissionError as exc:
         raise user_auth_error(exc) from exc
-    return await service.get_profile(user_id)