diff --git a/_ml-commons-plugin/agents-tools/index.md b/_ml-commons-plugin/agents-tools/index.md
index 009906d4cf..1fa86bdf67 100644
--- a/_ml-commons-plugin/agents-tools/index.md
+++ b/_ml-commons-plugin/agents-tools/index.md
@@ -130,7 +130,7 @@ POST /_plugins/_ml/agents/_register
     {
       "type": "VectorDBTool",
       "name": "VectorDBTool",
-      "description": "A tool to search opensearch index with natural language quesiotn. If you don't know answer for some question, you should always try to search data with this tool. Action Input: <natrual language question>",
+      "description": "A tool to search opensearch index with natural language question. If you don't know answer for some question, you should always try to search data with this tool. Action Input: <natrual language question>",
       "parameters": {
         "model_id": "YOUR_TEXT_EMBEDDING_MODEL_ID",
         "index": "my_test_data",
@@ -157,4 +157,4 @@ It is important to provide thorough descriptions of the tools so that the LLM ca
 - For a list of supported tools, see [Tools]({{site.url}}{{site.baseurl}}/ml-commons-plugin/agents-tools/tools/index/).
 - For a step-by-step tutorial, see [Agents and tools tutorial]({{site.url}}{{site.baseurl}}/ml-commons-plugin/agents-tools/agents-tools-tutorial/).
 - For supported APIs, see [Agent APIs]({{site.url}}{{site.baseurl}}/ml-commons-plugin/api/agent-apis/).
-- To use agents and tools in configuration automation, see [Automating configurations]({{site.url}}{{site.baseurl}}/automating-configurations/index/).
\ No newline at end of file
+- To use agents and tools in configuration automation, see [Automating configurations]({{site.url}}{{site.baseurl}}/automating-configurations/index/).
diff --git a/_ml-commons-plugin/api/agent-apis/register-agent.md b/_ml-commons-plugin/api/agent-apis/register-agent.md
index 820bb923f7..339c25bf0e 100644
--- a/_ml-commons-plugin/api/agent-apis/register-agent.md
+++ b/_ml-commons-plugin/api/agent-apis/register-agent.md
@@ -161,7 +161,7 @@ POST /_plugins/_ml/agents/_register
     {
       "type": "VectorDBTool",
       "name": "VectorDBTool",
-      "description": "A tool to search opensearch index with natural language quesiotn. If you don't know answer for some question, you should always try to search data with this tool. Action Input: <natrual language question>",
+      "description": "A tool to search opensearch index with natural language question. If you don't know answer for some question, you should always try to search data with this tool. Action Input: <natrual language question>",
       "parameters": {
         "model_id": "<embedding_model_id>",
         "index": "<your_knn_index>",
@@ -190,4 +190,4 @@ OpenSearch responds with an agent ID that you can use to refer to the agent:
 {
   "agent_id": "bpV_Zo0BRhAwb9PZqGja"
 }
-```
\ No newline at end of file
+```