diff --git a/src/renderer/src/providers/AnthropicProvider.ts b/src/renderer/src/providers/AnthropicProvider.ts
index 154d030f..346ac3f9 100644
--- a/src/renderer/src/providers/AnthropicProvider.ts
+++ b/src/renderer/src/providers/AnthropicProvider.ts
@@ -8,6 +8,7 @@ import { getAssistantSettings, getDefaultModel, getTopNamingModel } from '@rende
 import { EVENT_NAMES } from '@renderer/services/EventService'
 import { filterContextMessages } from '@renderer/services/MessagesService'
 import { Assistant, FileTypes, Message, Provider, Suggestion } from '@renderer/types'
+import { removeSpecialCharacters } from '@renderer/utils'
 import { first, flatten, last, sum, takeRight } from 'lodash'
 import OpenAI from 'openai'
 
@@ -206,7 +207,9 @@ export default class AnthropicProvider extends BaseProvider {
       max_tokens: 4096
     })
 
-    return message.content[0].type === 'text' ? message.content[0].text : ''
+    const content = message.content[0].type === 'text' ? message.content[0].text : ''
+
+    return removeSpecialCharacters(content)
   }
 
   public async generateText({ prompt, content }: { prompt: string; content: string }): Promise<string> {
diff --git a/src/renderer/src/providers/GeminiProvider.ts b/src/renderer/src/providers/GeminiProvider.ts
index 20cc4aa0..cc220e8e 100644
--- a/src/renderer/src/providers/GeminiProvider.ts
+++ b/src/renderer/src/providers/GeminiProvider.ts
@@ -15,6 +15,7 @@ import { getAssistantSettings, getDefaultModel, getTopNamingModel } from '@rende
 import { EVENT_NAMES } from '@renderer/services/EventService'
 import { filterContextMessages } from '@renderer/services/MessagesService'
 import { Assistant, FileTypes, Message, Model, Provider, Suggestion } from '@renderer/types'
+import { removeSpecialCharacters } from '@renderer/utils'
 import axios from 'axios'
 import { first, isEmpty, last, takeRight } from 'lodash'
 import OpenAI from 'openai'
@@ -223,7 +224,7 @@ export default class GeminiProvider extends BaseProvider {
 
     const { response } = await chat.sendMessage(userMessage.content)
 
-    return response.text()
+    return removeSpecialCharacters(response.text())
   }
 
   public async generateText({ prompt, content }: { prompt: string; content: string }): Promise<string> {
diff --git a/src/renderer/src/providers/OpenAIProvider.ts b/src/renderer/src/providers/OpenAIProvider.ts
index 6110ff7d..bc32108b 100644
--- a/src/renderer/src/providers/OpenAIProvider.ts
+++ b/src/renderer/src/providers/OpenAIProvider.ts
@@ -5,7 +5,7 @@ import { getAssistantSettings, getDefaultModel, getTopNamingModel } from '@rende
 import { EVENT_NAMES } from '@renderer/services/EventService'
 import { filterContextMessages } from '@renderer/services/MessagesService'
 import { Assistant, FileTypes, GenerateImageParams, Message, Model, Provider, Suggestion } from '@renderer/types'
-import { removeQuotes } from '@renderer/utils'
+import { removeSpecialCharacters } from '@renderer/utils'
 import { last, takeRight } from 'lodash'
 import OpenAI, { AzureOpenAI } from 'openai'
 import {
@@ -240,7 +240,7 @@ export default class OpenAIProvider extends BaseProvider {
       max_tokens: 1000
     })
 
-    return removeQuotes(response.choices[0].message?.content?.substring(0, 50) || '')
+    return removeSpecialCharacters(response.choices[0].message?.content?.substring(0, 50) || '')
   }
 
   public async generateText({ prompt, content }: { prompt: string; content: string }): Promise<string> {
diff --git a/src/renderer/src/utils/index.ts b/src/renderer/src/utils/index.ts
index 7f7a4941..94166198 100644
--- a/src/renderer/src/utils/index.ts
+++ b/src/renderer/src/utils/index.ts
@@ -152,6 +152,11 @@ export function removeQuotes(str) {
   return str.replace(/['"]+/g, '')
 }
 
+export function removeSpecialCharacters(str: string) {
+  // First remove newlines and quotes, then remove other special characters
+  return str.replace(/[\n"]/g, '').replace(/[^\p{L}\p{M}\p{N}\p{P}\p{S}]/gu, '')
+}
+
 export function generateColorFromChar(char: string) {
   // 使用字符的Unicode值作为随机种子
   const seed = char.charCodeAt(0)