diff --git a/app/backend/ProcessMemory.ts b/app/backend/ProcessMemory.ts
deleted file mode 100644
index d66d8e5..0000000
--- a/app/backend/ProcessMemory.ts
+++ /dev/null
@@ -1,20 +0,0 @@
-import { Settings } from 'electron'
-import React from 'react'
-
-type Message = {
-    role: string
-    content: string
-}
-
-type Chat = {
-    name: string
-    messages: Message[]
-}
-
-type Data = {
-    chats: Chat[]
-    settings: Settings[]
-}
-
-
-
diff --git a/app/backend/ProcessMemory.tsx b/app/backend/ProcessMemory.tsx
new file mode 100644
index 0000000..c402e15
--- /dev/null
+++ b/app/backend/ProcessMemory.tsx
@@ -0,0 +1,13 @@
+import React from 'react'
+
+type Chat = {
+    name:string
+    messages:string[]
+}
+
+type History = {
+    chats:Chat[]
+}
+
+
+
diff --git a/app/backend/database.ts b/app/backend/database.ts
index 054302b..7b7437d 100644
--- a/app/backend/database.ts
+++ b/app/backend/database.ts
@@ -1,96 +1,16 @@
 import axios from "axios";
 
-/*
-This is the guide on how to user this function:
+const sendToDatabase = (data: any) => {
+    axios.post("http://localhost:5000/interstellar_ai/db", data)
+        .then(response => {
+            const status = response.data.status
+            console.log(status);
+            postMessage({ status })
+            console.log('message posted');
 
-data should be the json containing everything relevant, the json can contain the following keys:
-
-action -> contains the action you want to do, there are: create_account, change_password, get_data, change_data, check_credentials, delete_account
-username -> contains the current username, required for create_account, but can be omitted in favor of email in other requests. Preffered over email authentication.
-email -> contains the current email, required for create_account, but just like the username, it can be omitted, in favor of the other, sending both is possible too.
-password -> contains the password, required for all requests.
-new_password -> in the case you are changing your password, you will need to use this in addition to password, to specify the new password.
-data -> data contains all the data you want to store, you have to always give the entire data, because the data you give here overwrites the data in the database, 
-so if you only give the chat history for example, all settings will be deleted, and if you only give settings, all chat histories will get deleted.
-
-
-if all went well, you will get the status 200 in response.data.status
-to check if the request was accepted or declined, check response.data.response, it will be either true or false depending on if it worked, or not.
-*/
-
-export const sendToDatabase = (data: any): Promise<boolean> => {
-  return axios.post("http://localhost:5000/interstellar_ai/db", data)
-    .then(response => {
-      const status = response.data.status;
-      const success = response.data.response;
-      postMessage({ status, success });
-      return success;  // Ensure success is returned to the caller
-    })
-    .catch(error => {
-      postMessage({ status: 500, success: false });
-      return false;  // Return false in case of an error
-    });
-};
-
-// Functions for each action
-export const createAccount = async (username: string, email: string, password: string) => {
-  const data = {
-    action: "create_account",
-    username,
-    email,
-    password,
-  };
-  return await sendToDatabase(data);
-};
-
-export const changePassword = async (usernameOrEmail: string, password: string, newPassword: string) => {
-  const data = {
-    action: "change_password",
-    username: usernameOrEmail.includes('@') ? undefined : usernameOrEmail,
-    email: usernameOrEmail.includes('@') ? usernameOrEmail : undefined,
-    password,
-    new_password: newPassword,
-  };
-  return await sendToDatabase(data);
-};
-
-export const getData = async (usernameOrEmail: string, password: string) => {
-  const data = {
-    action: "get_data",
-    username: usernameOrEmail.includes('@') ? undefined : usernameOrEmail,
-    email: usernameOrEmail.includes('@') ? usernameOrEmail : undefined,
-    password,
-  };
-  return await sendToDatabase(data);
-};
-
-export const changeData = async (usernameOrEmail: string, password: string, newData: any) => {
-  const data = {
-    action: "change_data",
-    username: usernameOrEmail.includes('@') ? undefined : usernameOrEmail,
-    email: usernameOrEmail.includes('@') ? usernameOrEmail : undefined,
-    password,
-    data: newData,
-  };
-  return await sendToDatabase(data);
-};
-
-export const checkCredentials = async (usernameOrEmail: string, password: string) => {
-  const data = {
-    action: "check_credentials",
-    username: usernameOrEmail.includes('@') ? undefined : usernameOrEmail,
-    email: usernameOrEmail.includes('@') ? usernameOrEmail : undefined,
-    password,
-  };
-  return await sendToDatabase(data);
-};
-
-export const deleteAccount = async (usernameOrEmail: string, password: string) => {
-  const data = {
-    action: "delete_account",
-    username: usernameOrEmail.includes('@') ? undefined : usernameOrEmail,
-    email: usernameOrEmail.includes('@') ? usernameOrEmail : undefined,
-    password,
-  };
-  return await sendToDatabase(data);
-};
+        })
+        .catch(error => {
+            console.log("Error calling Database:", error)
+            postMessage({ status: 500 })
+        })
+}
\ No newline at end of file
diff --git a/app/components/Login.tsx b/app/components/Login.tsx
index c766f09..665a7b3 100644
--- a/app/components/Login.tsx
+++ b/app/components/Login.tsx
@@ -1,11 +1,8 @@
 import React, { useState, useEffect } from 'react';
-import {
-  createAccount,
-  checkCredentials,
-} from '../backend/database';
 import Settings from './Settings'; // Import the Settings component
 
 const Login: React.FC = () => {
+  
   // State to handle popup visibility
   const [showLoginPopup, setShowLoginPopup] = useState(false);
   const [showSignUpPopup, setShowSignUpPopup] = useState(false);
@@ -31,11 +28,7 @@ const Login: React.FC = () => {
       setAccountName(savedAccountName);
       setEmail(savedAccountEmail);
       setPassword(savedAccountPassword);
-      const check = async () => {
-        const success = await checkCredentials(savedAccountName, savedAccountPassword);
-        setIsLoggedIn(success); // Automatically log in
-      };
-      check();
+      setIsLoggedIn(true); // Automatically log in
     }
   }, []);
 
@@ -49,40 +42,33 @@ const Login: React.FC = () => {
   };
 
   // Function to handle login
-  const handleLogin = async () => {
+  const handleLogin = () => {
     const savedAccountEmail = localStorage.getItem('accountEmail');
     const savedAccountPassword = localStorage.getItem('accountPassword');
     const savedAccountName = localStorage.getItem('accountName');
 
-    // Check if savedAccountName or savedAccountEmail is not null before passing to checkCredentials
-    const accountIdentifier = savedAccountName || savedAccountEmail;
-
-    if (accountIdentifier && password === savedAccountPassword) {
-      const success = await checkCredentials(accountIdentifier, password);
-      if (success) {
-        setIsLoggedIn(true); // Successful login
-        setShowLoginPopup(false); // Close the login popup
-        // Save credentials to localStorage (optional in case of changes)
-        localStorage.setItem('accountName', savedAccountName || accountName);
-        localStorage.setItem('accountEmail', savedAccountEmail || email);
-        localStorage.setItem('accountPassword', savedAccountPassword || password);
-      } else {
-        alert('Incorrect credentials');
-      }
+    if (
+      (email === savedAccountEmail || accountName === savedAccountName) &&
+      password === savedAccountPassword
+    ) {
+      setIsLoggedIn(true); // Successful login
+      setShowLoginPopup(false); // Close the login popup
+      // Save credentials to localStorage (optional in case of changes)
+      localStorage.setItem('accountName', savedAccountName || accountName);
+      localStorage.setItem('accountEmail', savedAccountEmail || email);
+      localStorage.setItem('accountPassword', savedAccountPassword || password);
     } else {
       alert('Incorrect credentials');
     }
   };
 
   // Function to handle account creation
-  const handleCreateAccount = async () => {
-    const success = await createAccount(newAccountName, newAccountEmail, newAccountPassword);
-    if (success) {
-      alert('Account created successfully! You can now log in.');
-      toggleSignUpPopup(); // Close sign-up popup
-    } else {
-      alert('Account creation failed. Please try again.');
-    }
+  const handleCreateAccount = () => {
+    localStorage.setItem('accountName', newAccountName);
+    localStorage.setItem('accountEmail', newAccountEmail);
+    localStorage.setItem('accountPassword', newAccountPassword);
+    alert('Account created successfully! You can now log in.');
+    toggleSignUpPopup(); // Close sign-up popup
   };
 
   // Function to toggle the settings popup
diff --git a/app/components/Models.tsx b/app/components/Models.tsx
index 1f9dc56..894623a 100644
--- a/app/components/Models.tsx
+++ b/app/components/Models.tsx
@@ -1,143 +1,7 @@
 "use client";
 import React, { useState, useEffect } from 'react';
 
-// Define all models that should be available.
-const modelList = {
-  'Offline Fast': {
-    'model_type': 'local',
-    'Math': 'qwen2-math:1.5b',
-    'Code': 'starcoder2',
-    'Language': 'llama3.2',
-    'Character': 'dolphin-phi',
-    'Finance': 'qwen2-math:1.5b',
-    'Weather': 'llama3.2',
-    'Time': 'llama3.2',
-    'Image': 'llava-phi3'
-  },
-  'Offline Slow': {
-    'model_type': 'local',
-    'Math': 'wizard-math',
-    'Code': 'starcoder2:7b',
-    'Language': 'llama3.1',
-    'Character': 'dolphin-llama3',
-    'Finance': 'wizard-math',
-    'Weather': 'llama3.1',
-    'Time': 'llama3.1',
-    'Image': 'llava'
-  },
-  'Offline Fast (FOSS)': {
-    'model_type': 'local',
-    'Math': 'qwen2-math:1.5b',
-    'Code': 'qwen2.5-coder:1.5b',
-    'Language': 'phi3.5',
-    'Character': 'dolphin-mistral',
-    'Finance': 'qwen2-math:1.5b',
-    'Weather': 'phi3.5',
-    'Time': 'phi3.5',
-    'Image': 'llava'
-  },
-  'Offline Slow (FOSS)': {
-    'model_type': 'local',
-    'Math': 'mathstral',
-    'Code': 'qwen2.5-coder',
-    'Language': 'qwen2.5',
-    'Character': 'dolphin-mistral',
-    'Finance': 'mathstral',
-    'Weather': 'qwen2.5',
-    'Time': 'qwen2.5',
-    'Image': 'llava'
-  },
-  'Online Cheap (OpenAI)': {
-    'model_type': 'openai',
-    'Math': 'gpt-4o-mini',
-    'Code': 'gpt-4o-mini',
-    'Language': 'gpt-4o-mini',
-    'Character': 'gpt-4o-mini',
-    'Finance': 'gpt-4o-mini',
-    'Weather': 'gpt-4o-mini',
-    'Time': 'gpt-4o-mini',
-    'Image': 'gpt-4o-mini'
-  },
-  'Online Expensive (OpenAI)': {
-    'model_type': 'openai',
-    'Math': 'gpt-4o',
-    'Code': 'gpt-4o',
-    'Language': 'gpt-4o',
-    'Character': 'gpt-4o',
-    'Finance': 'gpt-4o',
-    'Weather': 'gpt-4o',
-    'Time': 'gpt-4o',
-    'Image': 'gpt-4o'
-  },
-  'Online Cheap (Anthropic)': {
-    'model_type': 'anthropic',
-    'Math': 'claude-3-haiku',
-    'Code': 'claude-3-haiku',
-    'Language': 'claude-3-haiku',
-    'Character': 'claude-3-haiku',
-    'Finance': 'claude-3-haiku',
-    'Weather': 'claude-3-haiku',
-    'Time': 'claude-3-haiku',
-    'Image': 'claude-3-haiku'
-  },
-  'Online Expensive (Anthropic)': {
-    'model_type': 'anthropic',
-    'Math': 'claude-3-5-sonnet',
-    'Code': 'claude-3-5-sonnet',
-    'Language': 'claude-3-5-sonnet',
-    'Character': 'claude-3-5-sonnet',
-    'Finance': 'claude-3-5-sonnet',
-    'Weather': 'claude-3-5-sonnet',
-    'Time': 'claude-3-5-sonnet',
-    'Image': 'claude-3-5-sonnet'
-  },
-  'Online Cheap (Google)': {
-    'model_type': 'google',
-    'Math': 'gemini-1.5-flash-latest',
-    'Code': 'gemini-1.5-flash-latest',
-    'Language': 'gemini-1.5-flash-latest',
-    'Character': 'gemini-1.5-flash-latest',
-    'Finance': 'gemini-1.5-flash-latest',
-    'Weather': 'gemini-1.5-flash-latest',
-    'Time': 'gemini-1.5-flash-latest',
-    'Image': 'gemini-1.5-flash-latest'
-  },
-  'Online Expensive (Google)': {
-    'model_type': 'google',
-    'Math': 'gemini-1.5-pro-latest',
-    'Code': 'gemini-1.5-pro-latest',
-    'Language': 'gemini-1.5-pro-latest',
-    'Character': 'gemini-1.5-pro-latest',
-    'Finance': 'gemini-1.5-pro-latest',
-    'Weather': 'gemini-1.5-pro-latest',
-    'Time': 'gemini-1.5-pro-latest',
-    'Image': 'gemini-1.5-pro-latest'
-  },
-  'Online (La Plateforme)': {
-    'model_type': 'mistral',
-    'Math': 'open-mistral-nemo',
-    'Code': 'codestral-latest',
-    'Language': 'mistral-small-latest',
-    'Character': 'mistral-large-latest',
-    'Finance': 'open-mistral-nemo',
-    'Weather': 'mistral-small-latest',
-    'Time': 'mistral-small-latest',
-    'Image': 'pixtral-12b-2409'
-  },
-  'Online (FOSS) (La Plateforme)': {
-    'model_type': 'mistral',
-    'Math': 'open-mistral-nemo',
-    'Code': 'open-codestral-mamba',
-    'Language': 'open-mistral-nemo',
-    'Character': 'open-mixtral-8x22b',
-    'Finance': 'open-mixtral-8x22b',
-    'Weather': 'open-mistral-nemo',
-    'Time': 'open-mistral-nemo',
-    'Image': 'pixtral-12b-2409'
-  }
-}
-
-// Define the available category options
+// Define the available model options
 const modelDropdown = {
   offlineWithoutFoss: ['Offline Fast', 'Offline Slow'],
   offlineFoss: ['Offline Fast (FOSS)', 'Offline Slow (FOSS)'],
@@ -148,7 +12,6 @@ const modelDropdown = {
     'Online Expensive (Anthropic)',
     'Online Cheap (Google)',
     'Online Expensive (Google)',
-    'Online (La Plateforme)'
   ],
   onlineFoss: ['Online (FOSS) (La Plateforme)'],
 };
@@ -157,7 +20,7 @@ const Models: React.FC = () => {
   // Initialize state with value from localStorage or default to ''
   const [selectedModel, setSelectedModel] = useState('');
   const [radioSelection, setRadioSelection] = useState<string | null>("")
-
+  
   useEffect(() => {
     setRadioSelection(localStorage.getItem('radioSelection'))
     const handleStorageChange = () => {
@@ -235,13 +98,6 @@ const Models: React.FC = () => {
   const isOfflineModel = (model: string) =>
     modelDropdown.offlineWithoutFoss.includes(model) || modelDropdown.offlineFoss.includes(model);
 
-  const modelClicked = (model: string) => {
-    const category = selectedModel as keyof typeof modelList;
-    console.log(model)
-    console.log(category)
-    console.log(modelList[category][model as keyof typeof modelList[typeof category]]);
-  }
-
   return (
     <div className="model-background">
       <div className="models">
@@ -266,7 +122,7 @@ const Models: React.FC = () => {
         <div className="grid">
           {['Code', 'Math', 'Language', 'Character', 'Finance', 'Weather', 'Time', 'Image', 'Custom1', 'Custom2'].map(
             (category) => (
-              <button key={category} className={`${category.toLowerCase()}-model model-box`} onClick={() => modelClicked(category)}>
+              <button key={category} className={`${category.toLowerCase()}-model model-box`}>
                 <div className="overlay">
                   <h3>{category}</h3>
                   {isOfflineModel(selectedModel) && <img src="/img/nowifi.svg" alt="No Wi-Fi" />}
diff --git a/app/components/Settings.tsx b/app/components/Settings.tsx
index 48e452c..34560de 100644
--- a/app/components/Settings.tsx
+++ b/app/components/Settings.tsx
@@ -2,15 +2,6 @@ import React, { useState, useEffect } from 'react';
 import { applyIOMarketTheme, applyWhiteTheme, applyBlackTheme } from './theme';
 import { exportSettings, importSettings } from './settingUtils'; // Import utility functions
 import { getAllLocalStorageItems } from '../backend/GetLocalStorage';
-import {
-  sendToDatabase,
-  createAccount,
-  changePassword,
-  getData,
-  changeData,
-  checkCredentials,
-  deleteAccount,
-} from '../backend/database';
 
 const Settings: React.FC<{ closeSettings: () => void; accountName: string }> = ({ closeSettings, accountName }) => {
 
@@ -59,7 +50,6 @@ const Settings: React.FC<{ closeSettings: () => void; accountName: string }> = (
     const [newName, setNewName] = useState(() => localStorage.getItem('newName') || '');
     const [newEmail, setNewEmail] = useState(() => localStorage.getItem('newEmail') || '');
     const [newPassword, setNewPassword] = useState(() => localStorage.getItem('newPassword') || '');
-    const [currentPassword, setCurrentPassword] = useState('');
 
     // Measurement setting
     const [preferredMeasurement, setPreferredMeasurement] = useState(() => localStorage.getItem('preferredMeasurement') || 'Metric');
@@ -90,8 +80,8 @@ const Settings: React.FC<{ closeSettings: () => void; accountName: string }> = (
     const [selectedTheme, setSelectedTheme] = useState(() => localStorage.getItem('selectedTheme') || 'default');
 
     // API Keys
-    const [mistral, setmistral] = useState(() => getComputedStyle(document.documentElement).getPropertyValue('--online-la-plateforme').trim());
-    const [openai, setopenai] = useState(() => getComputedStyle(document.documentElement).getPropertyValue('--online-cheap-openai').trim());
+    const [laPlateforme, setLaPlateforme] = useState(() => getComputedStyle(document.documentElement).getPropertyValue('--online-la-plateforme').trim());
+    const [openAI, setOpenAI] = useState(() => getComputedStyle(document.documentElement).getPropertyValue('--online-cheap-openai').trim());
     const [anthropic, setAnthropic] = useState(() => getComputedStyle(document.documentElement).getPropertyValue('--online-cheap-anthropic').trim());
     const [google, setGoogle] = useState(() => getComputedStyle(document.documentElement).getPropertyValue('--online-cheap-google').trim());
 
@@ -142,8 +132,8 @@ const Settings: React.FC<{ closeSettings: () => void; accountName: string }> = (
           fontSize,
           burgerMenu,
           selectedTheme,
-          mistral,
-          openai,
+          laPlateforme,
+          openAI,
           anthropic,
           google,
       };
@@ -192,8 +182,8 @@ const Settings: React.FC<{ closeSettings: () => void; accountName: string }> = (
       fontSize,
       burgerMenu,
       selectedTheme,
-      mistral,
-      openai,
+      laPlateforme,
+      openAI,
       anthropic,
       google,
   ]);
@@ -316,41 +306,7 @@ const Settings: React.FC<{ closeSettings: () => void; accountName: string }> = (
     }  
   };
 
-    // Function to handle updating all credentials
-    const handleUpdateCredentials = async () => {
-      // Update account information
-      const newData = {
-        name: newName || accountName, // Keep old name if new name is not provided
-        email: newEmail || '', // Optionally use empty string if not provided
-      };
   
-      // First change the data
-      const dataSuccess = await changeData(accountName, currentPassword, newData);
-      
-      // Then change the password if a new password is provided
-      const passwordSuccess = newPassword ? 
-        await changePassword(accountName, currentPassword, newPassword) : 
-        true; // If no new password, treat as success
-  
-      if (dataSuccess && passwordSuccess) {
-        alert('Credentials updated successfully!');
-        closeSettings(); // Close settings after updating
-      } else {
-        alert('Failed to update credentials. Please check your current password.');
-      }
-    };
-  
-    // Function to handle account deletion
-    const handleDeleteAccount = async () => {
-      const success = await deleteAccount(accountName, currentPassword);
-      if (success) {
-        alert('Account deleted successfully!');
-        closeSettings(); // Close settings after deletion
-        // Optionally, redirect or reset state here
-      } else {
-        alert('Account deletion failed. Please check your password.');
-      }
-    };
 
 
   // Render settings content based on the active section
@@ -876,9 +832,9 @@ const Settings: React.FC<{ closeSettings: () => void; accountName: string }> = (
             );
           
 
-        case 'account':
-          return (
-            <div className="settings-section">
+      case 'account':
+        return (
+          <div className="settings-section">
             <h2>Account Settings</h2>
             <div className="settings-option">
               <label>New Name</label>
@@ -904,28 +860,15 @@ const Settings: React.FC<{ closeSettings: () => void; accountName: string }> = (
                 onChange={(e) => setNewPassword(e.target.value)}
               />
             </div>
-            <div className="settings-option">
-              <label>Current Password</label>
-              <input
-                type="password"
-                value={currentPassword}
-                onChange={(e) => setCurrentPassword(e.target.value)}
-              />
-            </div>
             <div className="settings-option">
               <button
-                onClick={handleUpdateCredentials} // Update all credentials
-                className="update-credentials-button"
+                onClick={() => {
+                  handleLogout();
+                  closeSettings(); // Optionally close settings after logout
+                }}
+                className="logout-button"
               >
-                Update Credentials
-              </button>
-            </div>
-            <div className="settings-option">
-              <button
-                onClick={handleDeleteAccount} // Delete account
-                className="delete-account-button"
-              >
-                Delete Account
+                Logout
               </button>
             </div>
           </div>
@@ -938,16 +881,16 @@ const Settings: React.FC<{ closeSettings: () => void; accountName: string }> = (
                 <label>La Plateforme</label>
                 <input
                   type="text"
-                  value={mistral}
-                  onChange={(e) => setmistral(e.target.value)}
+                  value={laPlateforme}
+                  onChange={(e) => setLaPlateforme(e.target.value)}
                 />
               </div>
               <div className="settings-option">
                 <label>OpenAI</label>
                 <input
                   type="text"
-                  value={openai}
-                  onChange={(e) => setopenai(e.target.value)}
+                  value={openAI}
+                  onChange={(e) => setOpenAI(e.target.value)}
                 />
               </div>
               <div className="settings-option">
@@ -1030,8 +973,8 @@ const Settings: React.FC<{ closeSettings: () => void; accountName: string }> = (
     openSourceMode,
 
     // API Keys
-   mistral,
-   openai,
+   laPlateforme,
+   openAI,
    anthropic,
    google
 };
diff --git a/py/ai.py b/py/ai.py
index 2554fd5..5879e9d 100644
--- a/py/ai.py
+++ b/py/ai.py
@@ -80,6 +80,11 @@ class AI:
         message = messages[-1]['content']
         messages.pop()
 
+        system = None
+        if messages and messages[0]['role'] == 'system':
+            system = messages[0]['content']
+            messages.pop(0)
+
         for msg in messages:
             msg['parts'] = msg.pop('content')
 
@@ -92,8 +97,8 @@ class AI:
         model = genai.GenerativeModel(model)
 
         chat = model.start_chat(
-            history=messages,
-
+            system_instruction=system,
+            history=messages
         )
 
         response = chat.send_message(message, stream=True)
diff --git a/py/api.py b/py/api.py
index 75fbfd4..18af5e4 100644
--- a/py/api.py
+++ b/py/api.py
@@ -70,13 +70,6 @@ class API:
                 thread.start()
                 thread.join()
                 return jsonify({'status': 200})
-            elif model_type == "google":
-                api_key = data.get('api_key')
-                thread = threading.Thread(target=self.ai.process_google,
-                                          args=(ai_model, messages, self, access_token, api_key))
-                thread.start()
-                thread.join()
-                return jsonify({'status': 200})
 
             return jsonify({'status': 401, 'error': 'Invalid AI model type'})
 
@@ -101,8 +94,6 @@ class API:
                 return jsonify({'status': 200, 'response': self.db.change_data(data)})
             elif action == "check_credentials":
                 return jsonify({'status': 200, 'response': self.db.check_credentials(data)})
-            elif action == "delete_account":
-                return jsonify({'status': 200, 'response': self.db.delete_user(data)})
 
             return jsonify({'status': 401, 'response': "Invalid action"})
 
diff --git a/py/voice.py b/py/voice.py
index 24d12ac..dc0d28b 100644
--- a/py/voice.py
+++ b/py/voice.py
@@ -1,4 +1,5 @@
 import io
+import numpy as np
 from faster_whisper import WhisperModel
 from pydub import AudioSegment
 
@@ -18,7 +19,7 @@ class VoiceRecognition:
             print("audio to wav failed")
         
         model_size = "base"
-        model = WhisperModel(model_size, device="cpu", compute_type=" ")
+        model = WhisperModel(model_size, device="cpu", compute_type="int8")
         
         segments, _ = model.transcribe(wav_io)
         transcription = ""