app/services/ocr/vl_model.py

@@ -33,7 +33,7 @@ def _try_docuvision(image_path: str | Path) -> str | None:
     if not cf_orch_url:
         return None
     try:
-        from circuitforge_core.resources import CFOrchClient
+        from circuitforge_orch.client import CFOrchClient
         from app.services.ocr.docuvision_client import DocuvisionClient
 
         client = CFOrchClient(cf_orch_url)

app/services/recipe/llm_recipe.py

@@ -143,7 +143,7 @@ class LLMRecipeGenerator:
         cf_orch_url = os.environ.get("CF_ORCH_URL")
         if cf_orch_url:
             try:
-                from circuitforge_core.resources import CFOrchClient
+                from circuitforge_orch.client import CFOrchClient
                 client = CFOrchClient(cf_orch_url)
                 return client.allocate(
                     service="vllm",

pyproject.toml

@@ -23,7 +23,7 @@ dependencies = [
     "httpx>=0.27",
     "requests>=2.31",
     # CircuitForge shared scaffold
-    "circuitforge-core>=0.6.0",
+    "circuitforge-core>=0.8.0",
 ]
 
 [tool.setuptools.packages.find]