Update Docs (#3520)

docs/integrations/google-ai-adk.mdx

@@ -9,7 +9,7 @@ Integrate [**Mem0**](https://github.com/mem0ai/mem0) with [Google Agent Developm
 1. Store and retrieve memories from Mem0 within Google ADK agents
 2. Multi-agent workflows with shared memory across hierarchies
 3. Retrieve relevant memories from past conversations
-4. Personalized responses
+4. Personalized responses based on user history
 
 ## Prerequisites
 
@@ -130,9 +130,9 @@ from google.adk.tools.agent_tool import AgentTool
 travel_agent = Agent(
     name="travel_specialist",
     model="gemini-2.0-flash",
-    instruction="""You are a travel planning specialist. Use get_user_context to
+    instruction="""You are a travel planning specialist. Use search_memory to
     understand the user's travel preferences and history before making recommendations.
-    After providing advice, use store_interaction to save travel-related information.""",
+    After providing advice, use save_memory to save travel-related information.""",
     description="Specialist in travel planning and recommendations",
     tools=[search_memory, save_memory]
 )
@@ -141,9 +141,9 @@ travel_agent = Agent(
 health_agent = Agent(
     name="health_advisor",
     model="gemini-2.0-flash",
-    instruction="""You are a health and wellness advisor. Use get_user_context to
+    instruction="""You are a health and wellness advisor. Use search_memory to
     understand the user's health goals and dietary preferences.
-    After providing advice, use store_interaction to save health-related information.""",
+    After providing advice, use save_memory to save health-related information.""",
     description="Specialist in health and wellness advice",
     tools=[search_memory, save_memory]
 )
@@ -155,7 +155,7 @@ coordinator_agent = Agent(
     instruction="""You are a coordinator that delegates requests to specialist agents.
     For travel-related questions (trips, hotels, flights, destinations), delegate to the travel specialist.
     For health-related questions (fitness, diet, wellness, exercise), delegate to the health advisor.
-    Use get_user_context to understand the user before delegation.""",
+    Use search_memory to understand the user before delegation.""",
     description="Coordinates requests between specialist agents",
     tools=[
         AgentTool(agent=travel_agent, skip_summarization=False),
@@ -282,6 +282,5 @@ os.environ["GOOGLE_CLOUD_LOCATION"] = "us-central1"
 
 - [Google ADK Documentation](https://google.github.io/adk-docs/)
 - [Mem0 Platform](https://app.mem0.ai/)
-- If you need further assistance, please feel free to reach out to us through the following methods:
 
 <Snippet file="get-help.mdx" />