diff --git a/sdk/ai/azure-ai-agents/README.md b/sdk/ai/azure-ai-agents/README.md
index 57cead3540ea..e05d8f3e8d56 100644
--- a/sdk/ai/azure-ai-agents/README.md
+++ b/sdk/ai/azure-ai-agents/README.md
@@ -69,10 +69,10 @@ To report an issue with the client library, or request additional features, plea
 
 - Python 3.9 or later.
 - An [Azure subscription][azure_sub].
-- A [project in Azure AI Foundry](https://learn.microsoft.com/azure/ai-studio/how-to/create-projects).
-- The project endpoint string. It can be found in your Azure AI Foundry project overview page, under "Project details". Below we will assume the environment variable `PROJECT_ENDPOINT_STRING` was defined to hold this value.
+- A [project in Azure AI Foundry](https://learn.microsoft.com/azure/ai-foundry/how-to/create-projects).
+- The project endpoint string. It can be found in your Azure AI Foundry project overview page, under "Project details". Below we will assume the environment variable `PROJECT_ENDPOINT` was defined to hold this value.
 - Entra ID is needed to authenticate the client. Your application needs an object that implements the [TokenCredential](https://learn.microsoft.com/python/api/azure-core/azure.core.credentials.tokencredential) interface. Code samples here use [DefaultAzureCredential](https://learn.microsoft.com/python/api/azure-identity/azure.identity.defaultazurecredential). To get that working, you will need:
-  * An appropriate role assignment. see [Role-based access control in Azure AI Foundry portal](https://learn.microsoft.com/azure/ai-foundry/concepts/rbac-ai-foundry). Role assigned can be done via the "Access Control (IAM)" tab of your Azure AI Project resource in the Azure portal.
+  * An appropriate role assignment. See [Role-based access control in Azure AI Foundry portal](https://learn.microsoft.com/azure/ai-foundry/concepts/rbac-ai-foundry). Role assignment can be done via the "Access Control (IAM)" tab of your Azure AI Project resource in the Azure portal.
   * [Azure CLI](https://learn.microsoft.com/cli/azure/install-azure-cli) installed.
   * You are logged into your Azure account by running `az login`.
   * Note that if you have multiple Azure subscriptions, the subscription that contains your Azure AI Project resource must be your default subscription. Run `az account list --output table` to list all your subscription and see which one is the default. Run `az account set --subscription "Your Subscription ID or Name"` to change your default subscription.
@@ -224,7 +224,7 @@ agent = agents_client.create_agent(
 
 <!-- END SNIPPET -->
 
-Also notices that if you use asynchronous client, you use `AsyncToolSet` instead.  Additional information related to `AsyncFunctionTool` be discussed in the later sections.
+Also note that if you use the asynchronous client, you use `AsyncToolSet` instead.  Additional information related to `AsyncFunctionTool` will be discussed in later sections.
 
 Here is an example to use `tools` and `tool_resources`:
 <!-- SNIPPET:sample_agents_vector_store_batch_file_search.create_agent_with_tools_and_tool_resources -->