diff --git a/tests/playwright/studio-e2e/002_test_sandbox_chatqna.spec.ts b/tests/playwright/studio-e2e/002_test_sandbox_chatqna.spec.ts
index c1aab39..3f2583a 100644
--- a/tests/playwright/studio-e2e/002_test_sandbox_chatqna.spec.ts
+++ b/tests/playwright/studio-e2e/002_test_sandbox_chatqna.spec.ts
@@ -7,7 +7,11 @@ const uploadPDF1 = path.resolve(__dirname, '../../test-files/tennis_tutorial.pdf
 const uploadPDF2 = path.resolve(__dirname, '../../test-files/Q3 24_EarningsRelease.pdf');
 
 const question = "what is intel third-quarter 2024 revenue?";
-const keyword = "billion"; // more keywords needed
+const keywords = ["billion", "$13.3", "$13.3-14.3", "above the midpoint", "guidance"]; // more keywords needed
+
+function containsAnyKeyword(response: string, keywords: string[]): boolean {
+    return keywords.some((keyword) => response.includes(keyword.replace(/\s+/g, '')));
+}
 
 async function setupResponseListener(page, apiResponse) {
     page.on('response', async (response) => {
@@ -67,7 +71,7 @@ test('002_test_sandbox_chatqna', async ({ page, baseURL }) => {
     await page2.getByPlaceholder('Ask a question').fill(question);
     await page2.getByRole('button').nth(3).click();
     await page2.waitForTimeout(10000);
-    let responseContainsKeyword = apiResponse && apiResponse.value.includes(keyword.replace(/\s+/g, ''));
+    let responseContainsKeyword = apiResponse && containsAnyKeyword(apiResponse.value, keywords);
     if (responseContainsKeyword) {
         throw new Error('LLM already has knowledge of this guide!')
     }
@@ -146,12 +150,28 @@ test('002_test_sandbox_chatqna', async ({ page, baseURL }) => {
     await page2.waitForTimeout(10000);
 
     // Chat Attempt 2
+    console.log ('Chat Attempt 2-------------------');
     await page2.getByPlaceholder('Ask a question').fill(question);
     await page2.getByRole('button').nth(3).click();
     await page2.waitForTimeout(10000);
-    responseContainsKeyword = apiResponse && apiResponse.value.includes(keyword.replace(/\s+/g, ''));
+    responseContainsKeyword = apiResponse && containsAnyKeyword(apiResponse.value, keywords);
+    console.log ('response:', apiResponse.value);
     if (!responseContainsKeyword) {
-        throw new Error('RAG failed')
+        console.log('First attempt failed. Asking a follow-up question...');
+        apiResponse.value = ""; // Clear the response listener buffer
+    
+        // Ask another question
+        const followUpQuestion = "How is Intel performing in Q3 2024?";
+        await page2.getByPlaceholder('Ask a question').fill(followUpQuestion);
+        await page2.getByRole('button').nth(3).click();
+        await page2.waitForTimeout(10000);
+    
+        responseContainsKeyword = apiResponse && containsAnyKeyword(apiResponse.value, keywords);
+        console.log ('response:', apiResponse.value);
+
+        if (!responseContainsKeyword) {
+            throw new Error('RAG failed after follow-up question');
+        }
     }
 
     // Delete 1 document + Check data sources successfully deduct 1 or not