Align API with official LangGraph Server protocol and improve Studio compatibility

.gitignore

@@ -2,6 +2,7 @@
 .coverage
 .agentseek/
 .pytest_cache/
+.ruff_cache/
 .tmp/
 .venv/
 __pycache__/
@@ -15,3 +16,5 @@ venv/
 ENV/
 env.bak/
 venv.bak/
+graph/
+.langgraph_api/

pyproject.toml

@@ -44,6 +44,7 @@ dev = [
     "httpx>=0.27.0",
     "ruff>=0.6.0",
     "a2a-sdk>=1.0.3",
+    "langgraph-cli[inmem]",
 ]
 
 [build-system]

src/agentseek_api/api/assistants.py

@@ -1,6 +1,9 @@
+from typing import Any
+
 from sqlalchemy import select
 
-from fastapi import APIRouter, Depends, HTTPException, Response
+from fastapi import APIRouter, Depends, HTTPException, Query, Response
+from langchain_core.runnables.utils import create_model
 
 from agentseek_api.core.auth_deps import get_current_user
 from agentseek_api.core.database import db_manager
@@ -13,12 +16,13 @@
     AssistantVersionInfo,
     ErrorDetailResponse,
 )
+from agentseek_api.services.default_assistants import resolve_assistant_id
 from agentseek_api.services.langgraph_service import get_langgraph_service
 
 router = APIRouter(dependencies=[Depends(get_current_user)])
-ASSISTANT_SUBGRAPHS_UNSUPPORTED = "Assistant subgraph inspection is not supported"
 ASSISTANT_VERSION_PROMOTION_UNSUPPORTED = "Assistant version promotion is not supported"
 DELETE_THREADS_UNSUPPORTED = "delete_threads=true is not supported"
+SUBGRAPHS_UNSUPPORTED = "The graph does not support subgraphs"
 
 
 def _detail_response(*, description: str, detail: str) -> dict[str, object]:
@@ -111,19 +115,21 @@ async def count_assistants(payload: AssistantSearchRequest) -> int:
 
 @router.get("/{assistant_id}", response_model=AssistantRead)
 async def get_assistant(assistant_id: str) -> AssistantRead:
+    resolved_id = resolve_assistant_id(assistant_id)
     session_factory = db_manager.get_session_factory()
     async with session_factory() as session:
-        row = await session.scalar(select(Assistant).where(Assistant.assistant_id == assistant_id))
+        row = await session.scalar(select(Assistant).where(Assistant.assistant_id == resolved_id))
         if row is None:
             raise HTTPException(status_code=404, detail="Assistant not found")
         return _to_read_model(row)
 
 
 @router.patch("/{assistant_id}", response_model=AssistantRead)
 async def patch_assistant(assistant_id: str, payload: AssistantPatch) -> AssistantRead:
+    resolved_id = resolve_assistant_id(assistant_id)
     session_factory = db_manager.get_session_factory()
     async with session_factory() as session:
-        row = await session.scalar(select(Assistant).where(Assistant.assistant_id == assistant_id))
+        row = await session.scalar(select(Assistant).where(Assistant.assistant_id == resolved_id))
         if row is None:
             raise HTTPException(status_code=404, detail="Assistant not found")
         if payload.graph_id is not None:
@@ -154,9 +160,10 @@ async def patch_assistant(assistant_id: str, payload: AssistantPatch) -> Assista
 async def delete_assistant(assistant_id: str, delete_threads: bool = False) -> Response:
     if delete_threads:
         raise HTTPException(status_code=400, detail=DELETE_THREADS_UNSUPPORTED)
+    resolved_id = resolve_assistant_id(assistant_id)
     session_factory = db_manager.get_session_factory()
     async with session_factory() as session:
-        row = await session.scalar(select(Assistant).where(Assistant.assistant_id == assistant_id))
+        row = await session.scalar(select(Assistant).where(Assistant.assistant_id == resolved_id))
         if row is None:
             raise HTTPException(status_code=404, detail="Assistant not found")
         await session.delete(row)
@@ -165,55 +172,119 @@ async def delete_assistant(assistant_id: str, delete_threads: bool = False) -> R
 
 
 @router.get("/{assistant_id}/graph")
-async def get_assistant_graph(assistant_id: str) -> dict[str, object]:
+async def get_assistant_graph(
+    assistant_id: str,
+    xray: bool | int | None = Query(
+        None,
+        description="Expand subgraph nodes. Pass true or a positive integer depth.",
+    ),
+) -> dict[str, object]:
     assistant = await get_assistant(assistant_id)
-    return {
-        "assistant_id": assistant.assistant_id,
-        "graph_id": assistant.graph_id,
-        "registered_graph_ids": get_langgraph_service().registered_graph_ids(),
-    }
+    entry = get_langgraph_service().get_entry(assistant.graph_id)
+    graph = entry.build_graph()
+    if isinstance(xray, int) and not isinstance(xray, bool) and xray <= 0:
+        raise HTTPException(status_code=422, detail="Invalid xray value")
+    xray_value: bool | int = xray if xray is not None else False
+    try:
+        drawable_graph = await graph.aget_graph(xray=xray_value)
+    except NotImplementedError as exc:
+        raise HTTPException(status_code=422, detail="The graph does not support visualization") from exc
+    json_graph = drawable_graph.to_json()
+    for node in json_graph.get("nodes", []):
+        data = node.get("data") if isinstance(node, dict) else None
+        if isinstance(data, dict):
+            data.pop("id", None)
+    return json_graph
 
 
 @router.get("/{assistant_id}/schemas")
 async def get_assistant_schemas(assistant_id: str) -> dict[str, object]:
     assistant = await get_assistant(assistant_id)
     entry = get_langgraph_service().get_entry(assistant.graph_id)
+    graph = entry.build_graph()
+    return {"graph_id": assistant.graph_id, **_extract_graph_schemas(graph)}
+
+
+def _safe_schema(getter, *args, **kwargs) -> dict[str, object] | None:
+    try:
+        return getter(*args, **kwargs)
+    except Exception:  # noqa: BLE001 - graph helpers raise broad errors
+        return None
+
+
+def _state_jsonschema(graph) -> dict[str, object] | None:
+    channel_list = getattr(graph, "stream_channels_list", None)
+    channels = getattr(graph, "channels", None)
+    if not channel_list or channels is None:
+        return None
+    fields: dict[str, tuple[object, object]] = {}
+    for key in channel_list:
+        channel = channels.get(key) if isinstance(channels, dict) else getattr(channels, key, None)
+        update_type = getattr(channel, "UpdateType", Any) if channel is not None else Any
+        fields[key] = (update_type, None)
+    try:
+        name = graph.get_name("State") if hasattr(graph, "get_name") else "State"
+        return create_model(name, **fields).model_json_schema()
+    except Exception:  # noqa: BLE001
+        return None
+
+
+def _extract_graph_schemas(graph) -> dict[str, object | None]:
     return {
-        "assistant_id": assistant.assistant_id,
-        "graph_id": assistant.graph_id,
-        "name": assistant.name,
-        "description": assistant.description,
-        "input_schema": entry.input_schema,
-        "output_schema": entry.output_schema,
+        "input_schema": _safe_schema(graph.get_input_jsonschema),
+        "output_schema": _safe_schema(graph.get_output_jsonschema),
+        "state_schema": _state_jsonschema(graph),
+        "config_schema": _safe_schema(graph.get_config_jsonschema) if hasattr(graph, "get_config_jsonschema") else None,
+        "context_schema": _safe_schema(graph.get_context_jsonschema) if hasattr(graph, "get_context_jsonschema") else None,
     }
 
 
+async def _collect_subgraphs(assistant_id: str, *, namespace: str | None, recurse: bool) -> dict[str, dict[str, object | None]]:
+    assistant = await get_assistant(assistant_id)
+    entry = get_langgraph_service().get_entry(assistant.graph_id)
+    graph = entry.build_graph()
+    aget_subgraphs = getattr(graph, "aget_subgraphs", None)
+    if not callable(aget_subgraphs):
+        raise HTTPException(status_code=422, detail=SUBGRAPHS_UNSUPPORTED)
+    try:
+        return {
+            ns: _extract_graph_schemas(subgraph)
+            async for ns, subgraph in aget_subgraphs(namespace=namespace, recurse=recurse)
+        }
+    except NotImplementedError as exc:
+        raise HTTPException(status_code=422, detail=SUBGRAPHS_UNSUPPORTED) from exc
+
+
 @router.get(
     "/{assistant_id}/subgraphs",
-    status_code=501,
-    response_model=None,
+    response_model=dict[str, dict[str, object | None]],
     responses={
         404: _detail_response(description="Assistant not found", detail="Assistant not found"),
-        501: _detail_response(description="Unsupported helper endpoint", detail=ASSISTANT_SUBGRAPHS_UNSUPPORTED),
+        422: _detail_response(description="Graph does not support subgraphs", detail=SUBGRAPHS_UNSUPPORTED),
     },
 )
-async def get_assistant_subgraphs(assistant_id: str) -> None:
-    _ = await get_assistant(assistant_id)
-    raise HTTPException(status_code=501, detail=ASSISTANT_SUBGRAPHS_UNSUPPORTED)
+async def get_assistant_subgraphs(
+    assistant_id: str,
+    recurse: bool = Query(False, description="Recursively include nested subgraphs."),
+    namespace: str | None = Query(None, description="Filter to a specific subgraph namespace."),
+) -> dict[str, dict[str, object | None]]:
+    return await _collect_subgraphs(assistant_id, namespace=namespace, recurse=recurse)
 
 
 @router.get(
     "/{assistant_id}/subgraphs/{namespace}",
-    status_code=501,
-    response_model=None,
+    response_model=dict[str, dict[str, object | None]],
     responses={
         404: _detail_response(description="Assistant not found", detail="Assistant not found"),
-        501: _detail_response(description="Unsupported helper endpoint", detail=ASSISTANT_SUBGRAPHS_UNSUPPORTED),
+        422: _detail_response(description="Graph does not support subgraphs", detail=SUBGRAPHS_UNSUPPORTED),
     },
 )
-async def get_assistant_subgraphs_by_namespace(assistant_id: str, namespace: str) -> None:
-    _ = (await get_assistant(assistant_id), namespace)
-    raise HTTPException(status_code=501, detail=ASSISTANT_SUBGRAPHS_UNSUPPORTED)
+async def get_assistant_subgraphs_by_namespace(
+    assistant_id: str,
+    namespace: str,
+    recurse: bool = Query(False, description="Recursively include nested subgraphs."),
+) -> dict[str, dict[str, object | None]]:
+    return await _collect_subgraphs(assistant_id, namespace=namespace, recurse=recurse)
 
 
 @router.post(

src/agentseek_api/api/crons.py

@@ -17,16 +17,19 @@
 )
 from agentseek_api.models.auth import User
 from agentseek_api.services import cron_service
+from agentseek_api.services.default_assistants import resolve_assistant_id
 
 router = APIRouter(tags=["Crons"])
 
 
-async def _ensure_assistant_exists(*, assistant_id: str) -> None:
+async def _ensure_assistant_exists(*, assistant_id: str) -> str:
+    resolved_id = resolve_assistant_id(assistant_id)
     session_factory = db_manager.get_session_factory()
     async with session_factory() as session:
-        existing = await session.scalar(select(Assistant.assistant_id).where(Assistant.assistant_id == assistant_id))
+        existing = await session.scalar(select(Assistant.assistant_id).where(Assistant.assistant_id == resolved_id))
         if existing is None:
             raise HTTPException(status_code=404, detail="Assistant not found")
+    return resolved_id
 
 
 async def _create_cron(
@@ -44,19 +47,19 @@ async def _create_cron(
 
 @router.post("/runs/crons", response_model=CronRead)
 async def create_stateless_cron(payload: CronCreate, user: User = Depends(get_current_user)) -> CronRead:
-    await _ensure_assistant_exists(assistant_id=payload.assistant_id)
-    return await _create_cron(assistant_id=payload.assistant_id, thread_id=None, payload=payload, user=user)
+    resolved_id = await _ensure_assistant_exists(assistant_id=payload.assistant_id)
+    return await _create_cron(assistant_id=resolved_id, thread_id=None, payload=payload, user=user)
 
 
 @router.post("/threads/{thread_id}/runs/crons", response_model=CronRead)
 async def create_thread_cron(thread_id: str, payload: CronCreate, user: User = Depends(get_current_user)) -> CronRead:
-    await _ensure_assistant_exists(assistant_id=payload.assistant_id)
+    resolved_id = await _ensure_assistant_exists(assistant_id=payload.assistant_id)
     session_factory = db_manager.get_session_factory()
     async with session_factory() as session:
         thread = await session.scalar(select(Thread).where(Thread.thread_id == thread_id, Thread.user_id == user.identity))
         if thread is None:
             raise HTTPException(status_code=404, detail="Thread not found")
-    return await _create_cron(assistant_id=payload.assistant_id, thread_id=thread_id, payload=payload, user=user)
+    return await _create_cron(assistant_id=resolved_id, thread_id=thread_id, payload=payload, user=user)
 
 
 @router.post("/runs/crons/search", response_model=CronSearchResponse)