Merge remote-tracking branch 'origin/mgx_ops' into data_analyst_ldy

examples/exp_pool/README.md

@@ -2,6 +2,7 @@ # Experience Pool
 
 ## Prerequisites
 - Ensure the RAG module is installed: https://docs.deepwisdom.ai/main/en/guide/in_depth_guides/rag_module.html
+- Set embedding: https://docs.deepwisdom.ai/main/en/guide/in_depth_guides/rag_module.html
 - Set both `enable_read` and `enable_write` to `true` in the `exp_pool` section of `config2.yaml`
 
 ## Example Files

metagpt/exp_pool/decorator.py

@@ -129,13 +129,14 @@ class ExpCacheHandler(BaseModel):
         """Fetch experiences by query_type."""
 
         self._exps = await self.exp_manager.query_exps(self._req, query_type=self.query_type, tag=self.tag)
+        logger.debug(f"Found {len(self._exps)} experiences for req '{self._req[:20]}...' and tag '{self.tag}'")
 
     async def get_one_perfect_exp(self) -> Optional[Any]:
         """Get a potentially perfect experience, and resolve resp."""
 
         for exp in self._exps:
             if await self.exp_perfect_judge.is_perfect_exp(exp, self._req, *self.args, **self.kwargs):
-                logger.info(f"Get one perfect experience: {exp.req[:20]}...")
+                logger.debug(f"Got one perfect experience for req '{exp.req[:20]}...'")
                 return self.serializer.deserialize_resp(exp.resp)
 
         return None

metagpt/exp_pool/manager.py

@@ -55,7 +55,7 @@ class ExperienceManager(BaseModel):
             self._storage: SimpleEngine = SimpleEngine.from_objs(
                 retriever_configs=retriever_configs, ranker_configs=ranker_configs
             )
-            logger.debug(f"exp_pool config: {self.config.exp_pool}")
+            logger.info(f"exp_pool config: {self.config.exp_pool}")
 
         return self._storage