diff --git a/README.md b/README.md
index f9c66156..ca290998 100644
--- a/README.md
+++ b/README.md
@@ -160,11 +160,12 @@ You can then run Vision Agent using the Azure OpenAI models:
 
 ```python
 import vision_agent as va
+import vision_agent.tools as T
 agent = va.agent.VisionAgent(
     planner=va.llm.AzureOpenAILLM(),
     coder=va.lmm.AzureOpenAILMM(),
     tester=va.lmm.AzureOpenAILMM(),
     debugger=va.lmm.AzureOpenAILMM(),
-    tool_recommender=va.utils.AzureSim(),
+    tool_recommender=va.utils.AzureSim(T.TOOLS_DF, sim_key="desc"),
 )
 ```
diff --git a/docs/index.md b/docs/index.md
index dc174285..4225ff17 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -150,11 +150,12 @@ You can then run Vision Agent using the Azure OpenAI models:
 
 ```python
 import vision_agent as va
+import vision_agent.tools as T
 agent = va.agent.VisionAgent(
     planner=va.llm.AzureOpenAILLM(),
     coder=va.lmm.AzureOpenAILMM(),
     tester=va.lmm.AzureOpenAILMM(),
     debugger=va.lmm.AzureOpenAILMM(),
-    tool_recommender=va.utils.AzureSim(),
+    tool_recommender=va.utils.AzureSim(T.TOOLS_DF, sim_key="desc"),
 )
 ```