feat(registry): more flexible model lookup

llama_stack/distribution/routing_tables/models.py

@@ -36,10 +36,23 @@ class ModelsRoutingTable(CommonRoutingTableImpl, Models):
         return OpenAIListModelsResponse(data=openai_models)
 
     async def get_model(self, model_id: str) -> Model:
+        # first try to get the model by identifier
+        # this works if model_id is an alias or is of the form provider_id/provider_model_id
         model = await self.get_object_by_identifier("model", model_id)
-        if model is None:
+        if model is not None:
+            return model
+
+        # if not found, this means model_id is an unscoped provider_model_id, we need
+        # to iterate (given a lack of an efficient index on the KVStore)
+        models = await self.get_all_with_type("model")
+        matching_models = [m for m in models if m.provider_resource_id == model_id]
+        if len(matching_models) == 0:
             raise ValueError(f"Model '{model_id}' not found")
-        return model
+
+        if len(matching_models) > 1:
+            raise ValueError(f"Multiple providers found for '{model_id}': {[m.provider_id for m in matching_models]}")
+
+        return matching_models[0]
 
     async def register_model(
         self,
@@ -49,24 +62,32 @@ class ModelsRoutingTable(CommonRoutingTableImpl, Models):
         metadata: dict[str, Any] | None = None,
         model_type: ModelType | None = None,
     ) -> Model:
-        if provider_model_id is None:
-            provider_model_id = model_id
         if provider_id is None:
             # If provider_id not specified, use the only provider if it supports this model
             if len(self.impls_by_provider_id) == 1:
                 provider_id = list(self.impls_by_provider_id.keys())[0]
             else:
                 raise ValueError(
-                    f"No provider specified and multiple providers available. Please specify a provider_id. Available providers: {self.impls_by_provider_id.keys()}"
+                    f"Please specify a provider_id for model {model_id} since multiple providers are available: {self.impls_by_provider_id.keys()}"
                 )
-        if metadata is None:
-            metadata = {}
-        if model_type is None:
-            model_type = ModelType.llm
+
+        provider_model_id = provider_model_id or model_id
+        metadata = metadata or {}
+        model_type = model_type or ModelType.llm
         if "embedding_dimension" not in metadata and model_type == ModelType.embedding:
             raise ValueError("Embedding model must have an embedding dimension in its metadata")
+
+        # an identifier different than provider_model_id implies it is an alias, so that
+        # becomes the globally unique identifier. otherwise provider_model_ids can conflict,
+        # so as a general rule we must use the provider_id to disambiguate.
+
+        if model_id != provider_model_id:
+            identifier = model_id
+        else:
+            identifier = f"{provider_id}/{provider_model_id}"
+
         model = ModelWithOwner(
-            identifier=model_id,
+            identifier=identifier,
             provider_resource_id=provider_model_id,
             provider_id=provider_id,
             metadata=metadata,