diff --git a/CHANGELOG.md b/CHANGELOG.md
index d0c7a3d2..f12ef193 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,17 @@
 # Change Log
 
+## [10.6.0] - 2024-xx-xx
+
+### ✨ New features
+
+### 🎨 Enhancements
+
+- [#873](https://github.com/estruyf/vscode-front-matter/issues/873): Add retry logic to get the AI model for calling GitHub Copilot
+
+### ⚡️ Optimizations
+
+### 🐞 Fixes
+
 ## [10.5.0] - 2024-10-21 - [Release notes](https://beta.frontmatter.codes/updates/v10.5.0)
 
 ### 🎨 Enhancements
diff --git a/src/listeners/panel/DataListener.ts b/src/listeners/panel/DataListener.ts
index bc356a01..15369a25 100644
--- a/src/listeners/panel/DataListener.ts
+++ b/src/listeners/panel/DataListener.ts
@@ -115,7 +115,12 @@ export class DataListener extends BaseListener {
   }
 
   private static async copilotSuggestTitle(command: string, requestId?: string, title?: string) {
-    if (!command || !requestId || !title) {
+    if (!command || !requestId) {
+      return;
+    }
+
+    if (!title) {
+      this.sendRequestError(command, requestId, 'No title provided');
       return;
     }
 
diff --git a/src/services/Copilot.ts b/src/services/Copilot.ts
index e1123553..1a07b212 100644
--- a/src/services/Copilot.ts
+++ b/src/services/Copilot.ts
@@ -4,7 +4,8 @@ import {
   LanguageModelChatResponse,
   extensions,
   lm,
-  version as VscodeVersion
+  version as VscodeVersion,
+  LanguageModelChat
 } from 'vscode';
 import { Logger, Settings, TaxonomyHelper } from '../helpers';
 import {
@@ -14,6 +15,7 @@ import {
 } from '../constants';
 import { TagType } from '../panelWebView/TagType';
 import { TaxonomyType } from '../models';
+import { sleep } from '../utils';
 
 export class Copilot {
   private static personality =
@@ -51,7 +53,7 @@ export class Copilot {
         LanguageModelChatMessage.User(`The title of the blog post is """${title}""".`)
       ];
 
-      const chatResponse = await this.getChatResponse(messages);
+      const chatResponse = await Copilot.getChatResponse(messages);
       if (!chatResponse) {
         return;
       }
@@ -100,7 +102,7 @@ Response format: a single string wrapped in double quotes, e.g., "Boost your web
         );
       }
 
-      const chatResponse = await this.getChatResponse(messages);
+      const chatResponse = await Copilot.getChatResponse(messages);
 
       if (!chatResponse) {
         return;
@@ -179,7 +181,7 @@ Example: SEO, website optimization, digital marketing.`
         );
       }
 
-      const chatResponse = await this.getChatResponse(messages);
+      const chatResponse = await Copilot.getChatResponse(messages);
 
       if (!chatResponse) {
         return;
@@ -211,6 +213,9 @@ Example: SEO, website optimization, digital marketing.`
 
     try {
       const model = await this.getModel();
+      if (!model) {
+        return;
+      }
       chatResponse = await model.sendRequest(messages, {}, new CancellationTokenSource().token);
     } catch (err) {
       Logger.error(`Copilot:getChatResponse:: ${(err as Error).message}`);
@@ -229,7 +234,7 @@ Example: SEO, website optimization, digital marketing.`
    * Retrieves the chat model for the Copilot service.
    * @returns A Promise that resolves to the chat model.
    */
-  private static async getModel() {
+  private static async getModel(retry = 0): Promise<LanguageModelChat | undefined> {
     // const models = await lm.selectChatModels();
     // console.log(models);
     const [model] = await lm.selectChatModels({
@@ -237,6 +242,11 @@ Example: SEO, website optimization, digital marketing.`
       family: Settings.get<string>(SETTING_COPILOT_FAMILY) || 'gpt-4o-mini'
     });
 
+    if ((!model || !model.sendRequest) && retry <= 5) {
+      await sleep(1000);
+      return Copilot.getModel(retry + 1);
+    }
+
     return model;
   }
 }
diff --git a/src/utils/index.ts b/src/utils/index.ts
index b7802850..f1013c87 100644
--- a/src/utils/index.ts
+++ b/src/utils/index.ts
@@ -20,6 +20,7 @@ export * from './readdirAsync';
 export * from './renameAsync';
 export * from './rmdirAsync';
 export * from './sentryInit';
+export * from './sleep';
 export * from './sortPages';
 export * from './unlinkAsync';
 export * from './writeFileAsync';
diff --git a/src/utils/sleep.ts b/src/utils/sleep.ts
new file mode 100644
index 00000000..fe57bb62
--- /dev/null
+++ b/src/utils/sleep.ts
@@ -0,0 +1 @@
+export const sleep = (ms: number) => new Promise((resolve) => setTimeout(resolve, ms));