fix(docs): update the cookbooks and remove and update teh depcreataed param (#4814)

Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>

cookbooks/helper/mem0_teachability.py

@@ -56,7 +56,7 @@ class Mem0Teachability(AgentCapability):
 
     def process_last_received_message(self, text: Union[Dict, str]):
         expanded_text = text
-        if self.memory.get_all(agent_id=self.agent_id):
+        if self.memory.get_all(filters={"agent_id": self.agent_id}):
             expanded_text = self._consider_memo_retrieval(text)
         self._consider_memo_storage(text)
         return expanded_text
@@ -139,7 +139,7 @@ class Mem0Teachability(AgentCapability):
         return comment + self._concatenate_memo_texts(memo_list)
 
     def _retrieve_relevant_memos(self, input_text: str) -> list:
-        search_results = self.memory.search(input_text, agent_id=self.agent_id, limit=self.max_num_retrievals)
+        search_results = self.memory.search(input_text, filters={"agent_id": self.agent_id}, top_k=self.max_num_retrievals)
         memo_list = [result["memory"] for result in search_results if result["score"] <= self.recall_threshold]
 
         if self.verbosity >= 1 and not memo_list: