1  """
 2  This script demonstrates how to automatically store experiences using @exp_cache and query the stored experiences.
 3  """
 4  
 5  import asyncio
 6  import uuid
 7  
 8  from metagpt.exp_pool import exp_cache, get_exp_manager
 9  from metagpt.logs import logger
10  
11  
12  @exp_cache()
13  async def produce(req=""):
14      return f"{req} {uuid.uuid4().hex}"
15  
16  
17  async def main():
18      req = "Water"
19  
20      resp = await produce(req=req)
21      logger.info(f"The response of `produce({req})` is: {resp}")
22  
23      exps = await get_exp_manager().query_exps(req)
24      logger.info(f"Find experiences: {exps}")
25  
26  
27  if __name__ == "__main__":
28      asyncio.run(main())