# Copyright (c) 2025, NVIDIA CORPORATION. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import json from flask import Request from nemo.collections.llm.evaluation.adapters.interceptors.system_message_interceptor import SystemMessageInterceptor from nemo.collections.llm.evaluation.adapters.interceptors.types import AdapterMetadata, AdapterRequest def test_new_system_injected(): # Test if the new system message is injected at the beginning system_message_interceptor = SystemMessageInterceptor(new_system_message="detailed thinking on") data = { "model": "gpt-4.1", "messages": [ {"role": "system", "content": "you are a helpful assistant"}, {"role": "user", "content": "Are semicolons optional in JavaScript?"}, ], "max_tokens": 100, "temperature": 0.5, } request = Request.from_values( method="POST", headers={"Content-Type": "application/json"}, data=json.dumps(data), ) adapter_request = AdapterRequest( r=request, meta=AdapterMetadata(), ) adapter_response = system_message_interceptor.intercept_request(adapter_request) json_output = adapter_response.r.get_json() assert json_output["messages"][0]["content"] == "detailed thinking on"