diff --git a/api-reference/server/services/llm/aws.mdx b/api-reference/server/services/llm/aws.mdx
index 8803bb0f..23daff6f 100644
--- a/api-reference/server/services/llm/aws.mdx
+++ b/api-reference/server/services/llm/aws.mdx
@@ -75,8 +75,8 @@ Before using AWS Bedrock LLM services, you need:
 
 <ParamField path="aws_access_key" type="str" default="None">
   AWS access key ID. If `None`, falls back to environment variables and the
-  default boto3 credential chain (instance profiles, IRSA, ECS task roles, SSO,
-  etc.).
+  default botocore credential chain (instance profiles, IRSA, ECS task roles,
+  SSO, etc.).
 </ParamField>
 
 <ParamField path="aws_secret_key" type="str" default="None">
@@ -109,7 +109,7 @@ Before using AWS Bedrock LLM services, you need:
 </ParamField>
 
 <ParamField path="client_config" type="botocore.config.Config" default="None">
-  Custom boto3 client configuration. If `None`, uses defaults with 5-minute
+  Custom botocore client configuration. If `None`, uses defaults with 5-minute
   connect/read timeouts and 3 retry attempts.
 </ParamField>
 
@@ -207,7 +207,7 @@ await task.queue_frame(
 
 ## Notes
 
-- **Credential resolution**: Credentials are resolved via a fallback chain: explicit parameters → environment variables (`AWS_ACCESS_KEY_ID`, `AWS_SECRET_ACCESS_KEY`) → boto3 credential provider chain (instance profiles, IRSA, ECS task roles, SSO, credential files). Services running with IAM roles no longer need to export static credentials.
+- **Credential resolution**: Credentials are resolved via a fallback chain: explicit parameters → environment variables (`AWS_ACCESS_KEY_ID`, `AWS_SECRET_ACCESS_KEY`) → botocore credential provider chain (instance profiles, IRSA, ECS task roles, SSO, credential files). Services running with IAM roles no longer need to export static credentials.
 - **No-op tool handling**: AWS Bedrock requires at least one tool to be defined when tool content exists in the conversation. The service automatically adds a placeholder tool when needed to prevent API errors.
 - **Model-specific parameters**: Some models (e.g., Claude Sonnet 4.5) don't allow certain parameter combinations. The service only includes explicitly set parameters in the inference config to avoid conflicts.
 - **Retry behavior**: When `retry_on_timeout=True`, the first attempt uses the `retry_timeout_secs` timeout. If it times out, a second attempt is made with no timeout limit.
diff --git a/api-reference/server/services/stt/aws.mdx b/api-reference/server/services/stt/aws.mdx
index ef14edc7..87ea5cea 100644
--- a/api-reference/server/services/stt/aws.mdx
+++ b/api-reference/server/services/stt/aws.mdx
@@ -67,8 +67,8 @@ Before using AWS Transcribe STT services, you need:
 
 <ParamField path="api_key" type="str" default="None">
   AWS secret access key. If `None`, falls back to environment variables and the
-  default boto3 credential chain (instance profiles, IRSA, ECS task roles, SSO,
-  etc.).
+  default botocore credential chain (instance profiles, IRSA, ECS task roles,
+  SSO, etc.).
 </ParamField>
 
 <ParamField path="aws_access_key_id" type="str" default="None">
diff --git a/api-reference/server/services/tts/aws.mdx b/api-reference/server/services/tts/aws.mdx
index 133285c6..3b0e1a17 100644
--- a/api-reference/server/services/tts/aws.mdx
+++ b/api-reference/server/services/tts/aws.mdx
@@ -70,8 +70,8 @@ Before using AWS Polly TTS services, you need:
 
 <ParamField path="api_key" type="str" default="None">
   AWS secret access key. If `None`, falls back to environment variables and the
-  default boto3 credential chain (instance profiles, IRSA, ECS task roles, SSO,
-  etc.).
+  default botocore credential chain (instance profiles, IRSA, ECS task roles,
+  SSO, etc.).
 </ParamField>
 
 <ParamField path="aws_access_key_id" type="str" default="None">