diff --git a/core/src/services/ghac/backend.rs b/core/src/services/ghac/backend.rs
index e78fdb4055e3..f66f60d7ddca 100644
--- a/core/src/services/ghac/backend.rs
+++ b/core/src/services/ghac/backend.rs
@@ -60,6 +60,26 @@ const GITHUB_REPOSITORY: &str = "GITHUB_REPOSITORY";
 /// The github API version that used by OpenDAL.
 const GITHUB_API_VERSION: &str = "2022-11-28";
 
+fn value_or_env(
+    explicit_value: Option<String>,
+    env_var_name: &str,
+    operation: &'static str,
+) -> Result<String> {
+    if let Some(value) = explicit_value {
+        return Ok(value);
+    }
+
+    env::var(env_var_name).map_err(|err| {
+        let text = format!(
+            "{} not found, maybe not in github action environment?",
+            env_var_name
+        );
+        Error::new(ErrorKind::ConfigInvalid, &text)
+            .with_operation(operation)
+            .set_source(err)
+    })
+}
+
 /// GitHub Action Cache Services support.
 ///
 /// # Capabilities
@@ -83,8 +103,8 @@ const GITHUB_API_VERSION: &str = "2022-11-28";
 ///
 /// Refer to [Caching dependencies to speed up workflows](https://docs.github.com/en/actions/using-workflows/caching-dependencies-to-speed-up-workflows) for more information.
 ///
-/// To make this service work as expected, please make sure the following
-/// environment has been setup correctly:
+/// To make this service work as expected, please make sure to either call `endpoint` and `token` to
+/// configure the URL and credentials, or that the following environment has been setup correctly:
 ///
 /// - `ACTIONS_CACHE_URL`
 /// - `ACTIONS_RUNTIME_TOKEN`
@@ -151,6 +171,8 @@ pub struct GhacBuilder {
     root: Option<String>,
     version: Option<String>,
     enable_create_simulation: bool,
+    endpoint: Option<String>,
+    runtime_token: Option<String>,
 
     http_client: Option<HttpClient>,
 }
@@ -191,6 +213,31 @@ impl GhacBuilder {
         self
     }
 
+    /// Set the endpoint for ghac service.
+    ///
+    /// For example, this is provided as the `ACTIONS_CACHE_URL` environment variable by the GHA runner.
+    ///
+    /// Default: the value of the `ACTIONS_CACHE_URL` environment variable.
+    pub fn endpoint(&mut self, endpoint: &str) -> &mut Self {
+        if !endpoint.is_empty() {
+            self.endpoint = Some(endpoint.to_string())
+        }
+        self
+    }
+
+    /// Set the runtime token for ghac service.
+    ///
+    /// For example, this is provided as the `ACTIONS_RUNTIME_TOKEN` environment variable by the GHA
+    /// runner.
+    ///
+    /// Default: the value of the `ACTIONS_RUNTIME_TOKEN` environment variable.
+    pub fn runtime_token(&mut self, runtime_token: &str) -> &mut Self {
+        if !runtime_token.is_empty() {
+            self.runtime_token = Some(runtime_token.to_string())
+        }
+        self
+    }
+
     /// Specify the http client that used by this service.
     ///
     /// # Notes
@@ -238,22 +285,12 @@ impl Builder for GhacBuilder {
             root,
             enable_create_simulation: self.enable_create_simulation,
 
-            cache_url: env::var(ACTIONS_CACHE_URL).map_err(|err| {
-                Error::new(
-                    ErrorKind::ConfigInvalid,
-                    "ACTIONS_CACHE_URL not found, maybe not in github action environment?",
-                )
-                .with_operation("Builder::build")
-                .set_source(err)
-            })?,
-            catch_token: env::var(ACTIONS_RUNTIME_TOKEN).map_err(|err| {
-                Error::new(
-                    ErrorKind::ConfigInvalid,
-                    "ACTIONS_RUNTIME_TOKEN not found, maybe not in github action environment?",
-                )
-                .with_operation("Builder::build")
-                .set_source(err)
-            })?,
+            cache_url: value_or_env(self.endpoint.take(), ACTIONS_CACHE_URL, "Builder::build")?,
+            catch_token: value_or_env(
+                self.runtime_token.take(),
+                ACTIONS_RUNTIME_TOKEN,
+                "Builder::build",
+            )?,
             version: self
                 .version
                 .clone()