diff --git a/core/amber/src/main/resources/application.conf b/core/amber/src/main/resources/application.conf
index 69e0c00188e..460a60a9310 100644
--- a/core/amber/src/main/resources/application.conf
+++ b/core/amber/src/main/resources/application.conf
@@ -91,3 +91,11 @@ region-plan-generator {
     enable-cost-based-region-plan-generator = false
     use-global-search = false
 }
+
+ai-assistant-server{
+    assistant = "none"
+    # Put your Ai Service authentication key here
+    ai-service-key = ""
+    # Put your Ai service url here (If you are using OpenAI, then the url should be "https://api.openai.com/v1")
+    ai-service-url = ""
+}
\ No newline at end of file
diff --git a/core/amber/src/main/scala/edu/uci/ics/amber/engine/common/AmberConfig.scala b/core/amber/src/main/scala/edu/uci/ics/amber/engine/common/AmberConfig.scala
index 6b1c04981ee..f5691b5d402 100644
--- a/core/amber/src/main/scala/edu/uci/ics/amber/engine/common/AmberConfig.scala
+++ b/core/amber/src/main/scala/edu/uci/ics/amber/engine/common/AmberConfig.scala
@@ -105,4 +105,9 @@ object AmberConfig {
   // JDBC configuration
   val jdbcConfig: Config = getConfSource.getConfig("jdbc")
 
+  // Python language server configuration
+  var aiAssistantConfig: Option[Config] = None
+  if (getConfSource.hasPath("ai-assistant-server")) {
+    aiAssistantConfig = Some(getConfSource.getConfig("ai-assistant-server"))
+  }
 }
diff --git a/core/amber/src/main/scala/edu/uci/ics/texera/web/TexeraWebApplication.scala b/core/amber/src/main/scala/edu/uci/ics/texera/web/TexeraWebApplication.scala
index 99b8bfd19e7..e05e7e23fd3 100644
--- a/core/amber/src/main/scala/edu/uci/ics/texera/web/TexeraWebApplication.scala
+++ b/core/amber/src/main/scala/edu/uci/ics/texera/web/TexeraWebApplication.scala
@@ -258,6 +258,7 @@ class TexeraWebApplication
     environment.jersey.register(classOf[AdminExecutionResource])
     environment.jersey.register(classOf[UserQuotaResource])
     environment.jersey.register(classOf[UserDiscussionResource])
+    environment.jersey.register(classOf[AiAssistantResource])
   }
 
   /**
diff --git a/core/amber/src/main/scala/edu/uci/ics/texera/web/resource/aiassistant/AiAssistantManager.scala b/core/amber/src/main/scala/edu/uci/ics/texera/web/resource/aiassistant/AiAssistantManager.scala
new file mode 100644
index 00000000000..00e334a17aa
--- /dev/null
+++ b/core/amber/src/main/scala/edu/uci/ics/texera/web/resource/aiassistant/AiAssistantManager.scala
@@ -0,0 +1,51 @@
+package edu.uci.ics.texera.web.resource.aiassistant
+import edu.uci.ics.amber.engine.common.AmberConfig
+import java.net.{HttpURLConnection, URL}
+
+object AiAssistantManager {
+  private val aiAssistantConfig = AmberConfig.aiAssistantConfig.getOrElse(
+    throw new Exception("ai-assistant-server configuration is missing in application.conf")
+  )
+  val assistantType: String = aiAssistantConfig.getString("assistant")
+  // The accountKey is the OpenAI authentication key used to authenticate API requests and obtain responses from the OpenAI service.
+
+  val accountKey: String = aiAssistantConfig.getString("ai-service-key")
+  val sharedUrl: String = aiAssistantConfig.getString("ai-service-url")
+
+  private def initOpenAI(): String = {
+    var connection: HttpURLConnection = null
+    try {
+      val url = new URL(s"${sharedUrl}/models")
+      connection = url.openConnection().asInstanceOf[HttpURLConnection]
+      connection.setRequestMethod("GET")
+      connection.setRequestProperty(
+        "Authorization",
+        s"Bearer ${accountKey.trim.replaceAll("^\"|\"$", "")}"
+      )
+      val responseCode = connection.getResponseCode
+      if (responseCode == 200) {
+        "OpenAI"
+      } else {
+        "NoAiAssistant"
+      }
+    } catch {
+      case e: Exception =>
+        "NoAiAssistant"
+    } finally {
+      if (connection != null) {
+        connection.disconnect()
+      }
+    }
+  }
+
+  val validAIAssistant: String = assistantType match {
+    case "none" =>
+      "NoAiAssistant"
+
+    case "openai" =>
+      initOpenAI()
+
+    case _ =>
+      "NoAiAssistant"
+  }
+}
diff --git a/core/amber/src/main/scala/edu/uci/ics/texera/web/resource/aiassistant/AiAssistantResource.scala b/core/amber/src/main/scala/edu/uci/ics/texera/web/resource/aiassistant/AiAssistantResource.scala
new file mode 100644
index 00000000000..4d4c3002d79
--- /dev/null
+++ b/core/amber/src/main/scala/edu/uci/ics/texera/web/resource/aiassistant/AiAssistantResource.scala
@@ -0,0 +1,13 @@
+package edu.uci.ics.texera.web.resource
+import edu.uci.ics.texera.web.resource.aiassistant.AiAssistantManager
+import javax.annotation.security.RolesAllowed
+import javax.ws.rs._
+
+@Path("/aiassistant")
+class AiAssistantResource {
+  final private lazy val isEnabled = AiAssistantManager.validAIAssistant
+  @GET
+  @RolesAllowed(Array("REGULAR", "ADMIN"))
+  @Path("/isenabled")
+  def isAiAssistantEnable: String = isEnabled
+}
diff --git a/core/gui/src/app/dashboard/service/user/ai-assistant/ai-assistant.service.ts b/core/gui/src/app/dashboard/service/user/ai-assistant/ai-assistant.service.ts
new file mode 100644
index 00000000000..66534152827
--- /dev/null
+++ b/core/gui/src/app/dashboard/service/user/ai-assistant/ai-assistant.service.ts
@@ -0,0 +1,30 @@
+import { Injectable } from "@angular/core";
+import { firstValueFrom } from "rxjs";
+import { AppSettings } from "../../../../common/app-setting";
+import { HttpClient } from "@angular/common/http";
+
+export const AI_ASSISTANT_API_BASE_URL = `${AppSettings.getApiEndpoint()}/aiassistant`;
+
+@Injectable({
+  providedIn: "root",
+})
+export class AiAssistantService {
+  constructor(private http: HttpClient) {}
+
+  public checkAiAssistantEnabled(): Promise<string> {
+    const apiUrl = `${AI_ASSISTANT_API_BASE_URL}/isenabled`;
+    return firstValueFrom(this.http.get(apiUrl, { responseType: "text" }))
+      .then(response => {
+        const isEnabled = response !== undefined ? response : "NoAiAssistant";
+        console.log(
+          isEnabled === "OpenAI"
+            ? "AI Assistant successfully started"
+            : "No AI Assistant or OpenAI authentication key error"
+        );
+        return isEnabled;
+      })
+      .catch(() => {
+        return "NoAiAssistant";
+      });
+  }
+}