Update agent.py

agent.py

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+from langchain_openai import ChatOpenAI
+
+# gpt-4.1-nano (cheaper for debugging) with temperature 0 for less randomness
+# for benchmarking use gpt-4.1-mini or 04-mini
+
+llm = ChatOpenAI(model="gpt-4.1-nano", temperature=0)