diff --git a/client/forge.config.ts b/client/forge.config.ts
index 35d03860..ace7d900 100644
--- a/client/forge.config.ts
+++ b/client/forge.config.ts
@@ -12,6 +12,7 @@ import { rendererConfig } from './webpack.renderer.config'
 const config: ForgeConfig = {
   packagerConfig: {
     asar: true,
+    icon: './images/icon',
   },
   rebuildConfig: {},
   makers: [new MakerSquirrel({}), new MakerZIP({}, ['darwin']), new MakerRpm({}), new MakerDeb({})],
diff --git a/client/images/icon.icns b/client/images/icon.icns
new file mode 100644
index 00000000..ad9a1819
Binary files /dev/null and b/client/images/icon.icns differ
diff --git a/client/src/app.css b/client/src/app.css
index 47d8f540..af1ebf96 100644
--- a/client/src/app.css
+++ b/client/src/app.css
@@ -8,5 +8,5 @@ body {
 }
 
 .drag {
-  -webkit-app-region: deag;
+  -webkit-app-region: drag;
 }
diff --git a/client/src/app.tsx b/client/src/app.tsx
index 0b504ef6..bf675ddf 100644
--- a/client/src/app.tsx
+++ b/client/src/app.tsx
@@ -1,6 +1,6 @@
 import { useState } from 'react'
 
-const API_URL = 'http://127.0.0.1:8080'
+const API_URL = 'http://127.0.0.1:5000'
 
 type Message = {
   sender: string
@@ -8,16 +8,18 @@ type Message = {
 }
 
 async function completion(prompt: string, callback: (res: string) => void) {
-  const result = await fetch(`${API_URL}/completion`, {
+  const result = await fetch(`${API_URL}/generate`, {
     method: 'POST',
+    headers: {
+      'Content-Type': 'application/json',
+    },
     body: JSON.stringify({
-      prompt: prompt,
-      temperature: 0.2,
-      top_k: 40,
-      top_p: 0.9,
-      n_predict: 256,
-      stop: ['\n### Human:'], // stop completion after generating this
-      stream: true,
+      prompt: `A chat between a curious human and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the human's questions.
+
+      ### Human: Hello, Assistant.
+      ### Assistant: Hello. How may I help you today?
+      ### Human: ${prompt}`,
+      model: 'ggml-model-q4_0',
     }),
   })
 
@@ -36,12 +38,17 @@ async function completion(prompt: string, callback: (res: string) => void) {
 
     let decoder = new TextDecoder()
     let str = decoder.decode(value)
-    if (str.startsWith('data: ')) {
-      const message = JSON.parse(str.substring(6))
-      callback(message.content)
-      if (message.stop) {
+    let re = /}{/g
+    str = '[' + str.replace(re, '},{') + ']'
+    let messages = JSON.parse(str)
+
+    for (const message of messages) {
+      const choice = message.choices[0]
+      if (choice.finish_reason === 'stop') {
         break
       }
+
+      callback(choice.text)
     }
   }
 
@@ -63,10 +70,20 @@ export default function () {
       <section className='mx-auto mb-10 w-full max-w-xl flex-1 break-words'>
         {messages.map((m, i) => (
           <div className='my-4 flex gap-4' key={i}>
-            <div className='flex-none pr-1 text-lg'>{m.sender === 'human' ? '👩' : '🤖'}</div>
+            <div className='flex-none pr-1 text-lg'>
+              {m.sender === 'human' ? (
+                <div className='bg-neutral-200 text-neutral-700 text-sm h-6 w-6 rounded-md flex items-center justify-center mt-px'>
+                  H
+                </div>
+              ) : (
+                <div className='bg-blue-600 text-white text-sm h-6 w-6 rounded-md flex items-center justify-center mt-0.5'>
+                  L
+                </div>
+              )}
+            </div>
             <div className='flex-1 text-gray-800'>
               {m.content}
-              {m.sender === 'bot' && <span className='relative -top-[3px] left-1 text-[10px] text-blue-600'>⬤</span>}
+              {m.sender === 'bot' && <span className='relative -top-[3px] left-1 text-[10px]'>⬤</span>}
             </div>
           </div>
         ))}
diff --git a/client/src/index.ts b/client/src/index.ts
index a4694de5..0a1ca3d2 100644
--- a/client/src/index.ts
+++ b/client/src/index.ts
@@ -39,9 +39,6 @@ const createWindow = (): void => {
 
   // and load the index.html of the app.
   mainWindow.loadURL(MAIN_WINDOW_WEBPACK_ENTRY)
-
-  // Open the DevTools.
-  mainWindow.webContents.openDevTools()
 }
 
 // This method will be called when Electron has finished