import os import sys def main() -> int: if len(sys.argv) < 2: print(f"Usage: {sys.argv[0]} ", file=sys.stderr) return 1 api_key = os.getenv("OPENAI_API_KEY") if not api_key: print("OPENAI_API_KEY environment variable is required.", file=sys.stderr) return 1 # Validate CLI inputs before importing optional dependencies so usage and # configuration errors stay concise even before the example is installed. from langchain_core.output_parsers import StrOutputParser from langchain_core.prompts import PromptTemplate from langchain_openai import OpenAI llm = OpenAI(temperature=0, api_key=api_key) math_chain = ( PromptTemplate.from_template( "Solve the following math problem carefully. Return only the final answer.\n\n{question}" ) | llm | StrOutputParser() ) try: result = math_chain.invoke({"question": sys.argv[1]}) except Exception as error: print(f"Error invoking math chain: {error}", file=sys.stderr) return 1 print(result) return 0 if __name__ == "__main__": sys.exit(main())