langchain.callbacks.tracers import LangChainTracerfrom aiohttp import ClientSessionquestions = [    "Who won the US Open men's final in 2019? What is his age raised to the 0.334 power?",    "Who is Olivia Wilde's boyfriend? What is his current age raised to the 0.23 power?",    "Who won the most recent formula 1 grand prix? What is their age raised to the 0.23 power?",    "Who won the US Open women's final in 2019? What is her age raised to the 0.34 power?",    "Who is Beyonce's husband? What is his age raised to the 0.19 power?",]llm = OpenAI(temperature=0)tools = load_tools(["google-serper", "llm-math"], llm=llm)agent = initialize_agent(    tools, llm, agent=AgentType.ZERO_SHOT_REACT_DESCRIPTION, verbose=True)s = time.perf_counter()for q in questions:    agent.run(q)elapsed = time.perf_counter() - sprint(f"Serial executed in {elapsed:0.2f} seconds.")            > Entering new AgentExecutor chain...     I need to find out who won the US Open men's final in 2019 and then calculate his age raised to the 0.334 power.    Action: Google Serper    Action Input: "Who won the US Open men's final in 2019?"    Observation: Rafael Nadal defeated Daniil Medvedev in the final, 7‚Äì5, 6‚Äì3, 5‚Äì7, 4‚Äì6, 6‚Äì4 to win the men's singles tennis title at the 2019 US Open. It was his fourth US ... Draw: 128 (16 Q / 8 WC). Champion: Rafael Nadal. Runner-up: Daniil Medvedev. Score: 7‚Äì5, 6‚Äì3, 5‚Äì7, 4‚Äì6, 6‚Äì4. Bianca Andreescu won the women's singles title, defeating Serena Williams in straight sets in the final, becoming the first Canadian to win a Grand Slam singles ... Rafael Nadal won his 19th career Grand Slam title, and his fourth US Open crown, by surviving an all-time comback effort from Daniil ... Rafael Nadal beats Daniil Medvedev in US Open final to claim 19th major title. World No2 claims 7-5, 6-3, 5-7, 4-6, 6-4 victory over Russian ... Rafael Nadal defeated Daniil Medvedev in the men's singles final of the U.S. Open on Sunday. Rafael Nadal survived. The 33-year-old
LangChain provides async support for Agents by leveraging the asyncio library.
LangChain provides async support for Agents by leveraging the asyncio library. ->: langchain.callbacks.tracers import LangChainTracerfrom aiohttp import ClientSessionquestions = [    "Who won the US Open men's final in 2019? What is his age raised to the 0.334 power?",    "Who is Olivia Wilde's boyfriend? What is his current age raised to the 0.23 power?",    "Who won the most recent formula 1 grand prix? What is their age raised to the 0.23 power?",    "Who won the US Open women's final in 2019? What is her age raised to the 0.34 power?",    "Who is Beyonce's husband? What is his age raised to the 0.19 power?",]llm = OpenAI(temperature=0)tools = load_tools(["google-serper", "llm-math"], llm=llm)agent = initialize_agent(    tools, llm, agent=AgentType.ZERO_SHOT_REACT_DESCRIPTION, verbose=True)s = time.perf_counter()for q in questions:    agent.run(q)elapsed = time.perf_counter() - sprint(f"Serial executed in {elapsed:0.2f} seconds.")            > Entering new AgentExecutor chain...     I need to find out who won the US Open men's final in 2019 and then calculate his age raised to the 0.334 power.    Action: Google Serper    Action Input: "Who won the US Open men's final in 2019?"    Observation: Rafael Nadal defeated Daniil Medvedev in the final, 7‚Äì5, 6‚Äì3, 5‚Äì7, 4‚Äì6, 6‚Äì4 to win the men's singles tennis title at the 2019 US Open. It was his fourth US ... Draw: 128 (16 Q / 8 WC). Champion: Rafael Nadal. Runner-up: Daniil Medvedev. Score: 7‚Äì5, 6‚Äì3, 5‚Äì7, 4‚Äì6, 6‚Äì4. Bianca Andreescu won the women's singles title, defeating Serena Williams in straight sets in the final, becoming the first Canadian to win a Grand Slam singles ... Rafael Nadal won his 19th career Grand Slam title, and his fourth US Open crown, by surviving an all-time comback effort from Daniil ... Rafael Nadal beats Daniil Medvedev in US Open final to claim 19th major title. World No2 claims 7-5, 6-3, 5-7, 4-6, 6-4 victory over Russian ... Rafael Nadal defeated Daniil Medvedev in the men's singles final of the U.S. Open on Sunday. Rafael Nadal survived. The 33-year-old