diff --git a/packages/backend/server/src/data/migrations/utils/prompts.ts b/packages/backend/server/src/data/migrations/utils/prompts.ts
index 645e54225791d..1060ec80b3ce7 100644
--- a/packages/backend/server/src/data/migrations/utils/prompts.ts
+++ b/packages/backend/server/src/data/migrations/utils/prompts.ts
@@ -286,7 +286,7 @@ export const prompts: Prompt[] = [
   },
   {
     name: 'Make it real',
-    action: 'image',
+    action: 'Make it real',
     model: 'gpt-4-vision-preview',
     messages: [
       {
diff --git a/packages/frontend/core/src/components/blocksuite/block-suite-editor/ai/provider.ts b/packages/frontend/core/src/components/blocksuite/block-suite-editor/ai/provider.ts
index f7be9b379fd78..b361a8d60ed24 100644
--- a/packages/frontend/core/src/components/blocksuite/block-suite-editor/ai/provider.ts
+++ b/packages/frontend/core/src/components/blocksuite/block-suite-editor/ai/provider.ts
@@ -31,7 +31,10 @@ export function setupAIProvider() {
 
   AIProvider.provideAction('translate', options => {
     assertExists(options.stream);
-    const prompt = `Translate the following content to ${options.lang}: ${options.input}`;
+    const prompt = `Please translate the following content into ${options.lang} and return it to us, adhering to the original format of the content：
+
+    ${options.input}
+    `;
     return textToTextStream({
       docId: options.docId,
       workspaceId: options.workspaceId,
@@ -111,7 +114,144 @@ export function setupAIProvider() {
 
   AIProvider.provideAction('checkCodeErrors', options => {
     assertExists(options.stream);
-    const prompt = `Check the code errors in the following content: ${options.input}`;
+    const prompt = `Check the code errors in the following content and provide the corrected version:
+
+    ${options.input}
+    `;
+    return textToTextStream({
+      docId: options.docId,
+      workspaceId: options.workspaceId,
+      prompt,
+    });
+  });
+
+  AIProvider.provideAction('explainCode', options => {
+    assertExists(options.stream);
+    const prompt = `Explain the code in the following content, focusing on the logic, functions, and expected outcomes:
+
+    ${options.input}
+    `;
+    return textToTextStream({
+      docId: options.docId,
+      workspaceId: options.workspaceId,
+      prompt,
+    });
+  });
+
+  AIProvider.provideAction('writeArticle', options => {
+    assertExists(options.stream);
+    const prompt = `Write an article based on the following content, focusing on the main ideas, structure, and flow:
+
+    ${options.input}
+    `;
+    return textToTextStream({
+      docId: options.docId,
+      workspaceId: options.workspaceId,
+      prompt,
+    });
+  });
+
+  AIProvider.provideAction('writeTwitterPost', options => {
+    assertExists(options.stream);
+    const prompt = `Write a Twitter post based on the following content, keeping it concise and engaging:
+
+    ${options.input}
+    `;
+    return textToTextStream({
+      docId: options.docId,
+      workspaceId: options.workspaceId,
+      prompt,
+    });
+  });
+
+  AIProvider.provideAction('writePoem', options => {
+    assertExists(options.stream);
+    const prompt = `Write a poem based on the following content, focusing on the emotions, imagery, and rhythm:
+
+    ${options.input}
+    `;
+    return textToTextStream({
+      docId: options.docId,
+      workspaceId: options.workspaceId,
+      prompt,
+    });
+  });
+
+  AIProvider.provideAction('writeOutline', options => {
+    assertExists(options.stream);
+    const prompt = `Write an outline from the following content in Markdown: ${options.input}`;
+
+    return textToTextStream({
+      docId: options.docId,
+      workspaceId: options.workspaceId,
+      prompt,
+    });
+  });
+
+  AIProvider.provideAction('writeBlogPost', options => {
+    assertExists(options.stream);
+    const prompt = `Write a blog post based on the following content, focusing on the insights, analysis, and personal perspective:
+
+    ${options.input}
+    `;
+    return textToTextStream({
+      docId: options.docId,
+      workspaceId: options.workspaceId,
+      prompt,
+    });
+  });
+
+  AIProvider.provideAction('brainstorm', options => {
+    assertExists(options.stream);
+    const prompt = `Brainstorm ideas based on the following content, exploring different angles, perspectives, and approaches:
+
+    ${options.input}
+    `;
+    return textToTextStream({
+      docId: options.docId,
+      workspaceId: options.workspaceId,
+      prompt,
+    });
+  });
+
+  AIProvider.provideAction('findActions', options => {
+    assertExists(options.stream);
+    const prompt = `Find actions related to the following content and return content in markdown: ${options.input}`;
+
+    return textToTextStream({
+      docId: options.docId,
+      workspaceId: options.workspaceId,
+      prompt,
+    });
+  });
+
+  AIProvider.provideAction('writeOutline', options => {
+    assertExists(options.stream);
+    const prompt = `Write an outline based on the following content, organizing the main points, subtopics, and structure:
+
+    ${options.input}
+    `;
+    return textToTextStream({
+      docId: options.docId,
+      workspaceId: options.workspaceId,
+      prompt,
+    });
+  });
+
+  AIProvider.provideAction('brainstormMindmap', options => {
+    assertExists(options.stream);
+    const prompt = `Use the nested unordered list syntax without other extra text style in Markdown to create a structure similar to a mind map without any unnecessary plain text description. Analyze the following questions or topics: ${options.input}`;
+    return textToTextStream({
+      docId: options.docId,
+      workspaceId: options.workspaceId,
+      prompt,
+    });
+  });
+
+  AIProvider.provideAction('explain', options => {
+    assertExists(options.stream);
+    const prompt = `Explain the following content in Markdown: ${options.input}`;
+
     return textToTextStream({
       docId: options.docId,
       workspaceId: options.workspaceId,
@@ -119,11 +259,34 @@ export function setupAIProvider() {
     });
   });
 
+  AIProvider.provideAction('explainImage', options => {
+    assertExists(options.stream);
+    const prompt = `Describe the scene captured in this image, focusing on the details, colors, emotions, and any interactions between subjects or objects present.`;
+    return textToTextStream({
+      docId: options.docId,
+      workspaceId: options.workspaceId,
+      prompt,
+      attachments: options.attachments,
+    });
+  });
+
   AIProvider.provideAction('makeItReal', options => {
     assertExists(options.stream);
     const prompt = 'Make it real';
-    return imageToTextStream({
+    return textToTextStream({
+      docId: options.docId,
+      workspaceId: options.workspaceId,
       prompt,
+      attachments: options.attachments,
+      params: options.params,
+    });
+  });
+
+  AIProvider.provideAction('makeItReal', options => {
+    assertExists(options.stream);
+    const prompt = 'Make it real';
+    return imageToTextStream({
+      promptName: prompt,
       docId: options.docId,
       workspaceId: options.workspaceId,
       params: options.params,
diff --git a/packages/frontend/core/src/components/blocksuite/block-suite-editor/ai/request.ts b/packages/frontend/core/src/components/blocksuite/block-suite-editor/ai/request.ts
index 7223289643f60..81a81250ef612 100644
--- a/packages/frontend/core/src/components/blocksuite/block-suite-editor/ai/request.ts
+++ b/packages/frontend/core/src/components/blocksuite/block-suite-editor/ai/request.ts
@@ -1,27 +1,43 @@
 import { getBaseUrl } from '@affine/graphql';
 import { CopilotClient, toTextStream } from '@blocksuite/presets';
 
-const TIMEOUT = 5000;
+const TIMEOUT = 500000;
 
 export function textToTextStream({
   docId,
   workspaceId,
   prompt,
+  attachments,
+  params,
 }: {
   docId: string;
   workspaceId: string;
   prompt: string;
+  attachments?: string[];
+  params?: string;
 }): BlockSuitePresets.TextStream {
   const client = new CopilotClient(getBaseUrl());
   return {
     [Symbol.asyncIterator]: async function* () {
+      const hasAttachments = attachments && attachments.length > 0;
       const session = await client.createSession({
         workspaceId,
         docId,
-        promptName: 'Summary', // placeholder
+        promptName: hasAttachments ? 'debug:action:vision4' : 'Summary',
       });
-      const eventSource = client.textToTextStream(prompt, session);
-      yield* toTextStream(eventSource, { timeout: TIMEOUT });
+      if (hasAttachments) {
+        const messageId = await client.createMessage({
+          sessionId: session,
+          content: prompt,
+          attachments,
+          params,
+        });
+        const eventSource = client.textStream(messageId, session);
+        yield* toTextStream(eventSource, { timeout: TIMEOUT });
+      } else {
+        const eventSource = client.textToTextStream(prompt, session);
+        yield* toTextStream(eventSource, { timeout: TIMEOUT });
+      }
     },
   };
 }
@@ -30,13 +46,14 @@ export function textToTextStream({
 export function imageToTextStream({
   docId,
   workspaceId,
-  prompt: promptName,
+  promptName: promptName,
   ...options
 }: {
   docId: string;
   workspaceId: string;
-  prompt: string;
+  promptName: string;
   params?: string;
+  content: string;
   attachments?: string[];
 }) {
   const client = new CopilotClient(getBaseUrl());