From 63afb317c6fa22849e1675feb2561784e4ddd57a Mon Sep 17 00:00:00 2001
From: Danny Avila <danny@librechat.ai>
Date: Thu, 6 Feb 2025 18:13:18 -0500
Subject: [PATCH 1/3] =?UTF-8?q?=F0=9F=9A=80=20fix:=20Resolve=20Google=20Cl?=
 =?UTF-8?q?ient=20Issues,=20CDN=20Screenshots,=20Update=20Models=20(#5703)?=
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* 🤖 refactor: streamline model selection logic for title model in GoogleClient

* refactor: add options for empty object schemas in convertJsonSchemaToZod

* refactor: add utility function to check for empty object schemas in convertJsonSchemaToZod

* fix: Google MCP Tool errors, and remove Object Unescaping as Google fixed this

* fix: google safetySettings

* feat: add safety settings exclusion via GOOGLE_EXCLUDE_SAFETY_SETTINGS environment variable

* fix: rename environment variable for console JSON string length

* fix: disable portal for dropdown in ExportModal component

* fix: screenshot functionality to use image placeholder for remote images

* feat: add visionMode property to BaseClient and initialize in GoogleClient to fix resendFiles issue

* fix: enhance formatMessages to include image URLs in message content for Vertex AI

* fix: safety settings for titleChatCompletion

* fix: remove deprecated model assignment in GoogleClient and streamline title model retrieval

* fix: remove unused image preloading logic in ScreenshotContext

* chore: update default google models to latest models shared by vertex ai and gen ai

* refactor: enhance Google error messaging

* fix: update token values and model limits for Gemini models

* ci: fix model matching

* chore: bump version of librechat-data-provider to 0.7.699
---
 api/app/clients/BaseClient.js                 |    4 +-
 api/app/clients/GoogleClient.js               |  103 +-
 api/config/parsers.js                         |    6 +-
 api/models/tx.js                              |    9 +-
 api/models/tx.spec.js                         |   78 +
 api/package.json                              |    2 +-
 api/server/services/Endpoints/google/llm.js   |   46 +-
 api/server/services/Endpoints/google/title.js |   23 +-
 api/server/services/MCP.js                    |   19 +-
 api/utils/tokens.js                           |   13 +-
 api/utils/tokens.spec.js                      |   18 +
 .../src/components/Messages/Content/Error.tsx |    8 +-
 .../Nav/ExportConversation/ExportModal.tsx    |    2 +-
 client/src/hooks/ScreenshotContext.tsx        |   14 +-
 package-lock.json                             | 2822 +++++++++--------
 packages/data-provider/package.json           |    2 +-
 packages/data-provider/src/config.ts          |   29 +-
 packages/data-provider/src/zod.spec.ts        |  113 +-
 packages/data-provider/src/zod.ts             |   24 +-
 19 files changed, 1777 insertions(+), 1558 deletions(-)

diff --git a/api/app/clients/BaseClient.js b/api/app/clients/BaseClient.js
index 6ddcaa972197..ebf3ca12d9eb 100644
--- a/api/app/clients/BaseClient.js
+++ b/api/app/clients/BaseClient.js
@@ -57,6 +57,8 @@ class BaseClient {
     this.continued;
     /** @type {TMessage[]} */
     this.currentMessages = [];
+    /** @type {import('librechat-data-provider').VisionModes | undefined} */
+    this.visionMode;
   }
 
   setOptions() {
@@ -1095,7 +1097,7 @@ class BaseClient {
         file_id: { $in: fileIds },
       });
 
-      await this.addImageURLs(message, files);
+      await this.addImageURLs(message, files, this.visionMode);
 
       this.message_file_map[message.messageId] = files;
       return message;
diff --git a/api/app/clients/GoogleClient.js b/api/app/clients/GoogleClient.js
index 6da843966433..03461a6796c2 100644
--- a/api/app/clients/GoogleClient.js
+++ b/api/app/clients/GoogleClient.js
@@ -10,11 +10,13 @@ const {
   getResponseSender,
   endpointSettings,
   EModelEndpoint,
+  ContentTypes,
   VisionModes,
   ErrorTypes,
   Constants,
   AuthKeys,
 } = require('librechat-data-provider');
+const { getSafetySettings } = require('~/server/services/Endpoints/google/llm');
 const { encodeAndFormat } = require('~/server/services/Files/images');
 const Tokenizer = require('~/server/services/Tokenizer');
 const { spendTokens } = require('~/models/spendTokens');
@@ -70,7 +72,7 @@ class GoogleClient extends BaseClient {
     /** The key for the usage object's output tokens
      * @type {string} */
     this.outputTokensKey = 'output_tokens';
-
+    this.visionMode = VisionModes.generative;
     if (options.skipSetOptions) {
       return;
     }
@@ -215,10 +217,29 @@ class GoogleClient extends BaseClient {
   }
 
   formatMessages() {
-    return ((message) => ({
-      author: message?.author ?? (message.isCreatedByUser ? this.userLabel : this.modelLabel),
-      content: message?.content ?? message.text,
-    })).bind(this);
+    return ((message) => {
+      const msg = {
+        author: message?.author ?? (message.isCreatedByUser ? this.userLabel : this.modelLabel),
+        content: message?.content ?? message.text,
+      };
+
+      if (!message.image_urls?.length) {
+        return msg;
+      }
+
+      msg.content = (
+        !Array.isArray(msg.content)
+          ? [
+            {
+              type: ContentTypes.TEXT,
+              [ContentTypes.TEXT]: msg.content,
+            },
+          ]
+          : msg.content
+      ).concat(message.image_urls);
+
+      return msg;
+    }).bind(this);
   }
 
   /**
@@ -566,6 +587,7 @@ class GoogleClient extends BaseClient {
 
     if (this.project_id != null) {
       logger.debug('Creating VertexAI client');
+      this.visionMode = undefined;
       clientOptions.streaming = true;
       const client = new ChatVertexAI(clientOptions);
       client.temperature = clientOptions.temperature;
@@ -607,13 +629,14 @@ class GoogleClient extends BaseClient {
   }
 
   async getCompletion(_payload, options = {}) {
-    const safetySettings = this.getSafetySettings();
     const { onProgress, abortController } = options;
+    const safetySettings = getSafetySettings(this.modelOptions.model);
     const streamRate = this.options.streamRate ?? Constants.DEFAULT_STREAM_RATE;
     const modelName = this.modelOptions.modelName ?? this.modelOptions.model ?? '';
 
     let reply = '';
-
+    /** @type {Error} */
+    let error;
     try {
       if (!EXCLUDED_GENAI_MODELS.test(modelName) && !this.project_id) {
         /** @type {GenAI} */
@@ -714,8 +737,16 @@ class GoogleClient extends BaseClient {
         this.usage = usageMetadata;
       }
     } catch (e) {
+      error = e;
       logger.error('[GoogleClient] There was an issue generating the completion', e);
     }
+
+    if (error != null && reply === '') {
+      const errorMessage = `{ "type": "${ErrorTypes.GoogleError}", "info": "${
+        error.message ?? 'The Google provider failed to generate content, please contact the Admin.'
+      }" }`;
+      throw new Error(errorMessage);
+    }
     return reply;
   }
 
@@ -781,12 +812,11 @@ class GoogleClient extends BaseClient {
    * Stripped-down logic for generating a title. This uses the non-streaming APIs, since the user does not see titles streaming
    */
   async titleChatCompletion(_payload, options = {}) {
-    const { abortController } = options;
-    const safetySettings = this.getSafetySettings();
-
     let reply = '';
+    const { abortController } = options;
 
     const model = this.modelOptions.modelName ?? this.modelOptions.model ?? '';
+    const safetySettings = getSafetySettings(model);
     if (!EXCLUDED_GENAI_MODELS.test(model) && !this.project_id) {
       logger.debug('Identified titling model as GenAI version');
       /** @type {GenerativeModel} */
@@ -844,17 +874,6 @@ class GoogleClient extends BaseClient {
       },
     ]);
 
-    const model = process.env.GOOGLE_TITLE_MODEL ?? this.modelOptions.model;
-    const availableModels = this.options.modelsConfig?.[EModelEndpoint.google];
-    this.isVisionModel = validateVisionModel({ model, availableModels });
-
-    if (this.isVisionModel) {
-      logger.warn(
-        `Current vision model does not support titling without an attachment; falling back to default model ${settings.model.default}`,
-      );
-      this.modelOptions.model = settings.model.default;
-    }
-
     try {
       this.initializeClient();
       title = await this.titleChatCompletion(payload, {
@@ -892,48 +911,6 @@ class GoogleClient extends BaseClient {
     return reply.trim();
   }
 
-  getSafetySettings() {
-    const model = this.modelOptions.model;
-    const isGemini2 = model.includes('gemini-2.0') && !model.includes('thinking');
-    const mapThreshold = (value) => {
-      if (isGemini2 && value === 'BLOCK_NONE') {
-        return 'OFF';
-      }
-      return value;
-    };
-
-    return [
-      {
-        category: 'HARM_CATEGORY_SEXUALLY_EXPLICIT',
-        threshold: mapThreshold(
-          process.env.GOOGLE_SAFETY_SEXUALLY_EXPLICIT || 'HARM_BLOCK_THRESHOLD_UNSPECIFIED',
-        ),
-      },
-      {
-        category: 'HARM_CATEGORY_HATE_SPEECH',
-        threshold: mapThreshold(
-          process.env.GOOGLE_SAFETY_HATE_SPEECH || 'HARM_BLOCK_THRESHOLD_UNSPECIFIED',
-        ),
-      },
-      {
-        category: 'HARM_CATEGORY_HARASSMENT',
-        threshold: mapThreshold(
-          process.env.GOOGLE_SAFETY_HARASSMENT || 'HARM_BLOCK_THRESHOLD_UNSPECIFIED',
-        ),
-      },
-      {
-        category: 'HARM_CATEGORY_DANGEROUS_CONTENT',
-        threshold: mapThreshold(
-          process.env.GOOGLE_SAFETY_DANGEROUS_CONTENT || 'HARM_BLOCK_THRESHOLD_UNSPECIFIED',
-        ),
-      },
-      {
-        category: 'HARM_CATEGORY_CIVIC_INTEGRITY',
-        threshold: mapThreshold(process.env.GOOGLE_SAFETY_CIVIC_INTEGRITY || 'BLOCK_NONE'),
-      },
-    ];
-  }
-
   getEncoding() {
     return 'cl100k_base';
   }
diff --git a/api/config/parsers.js b/api/config/parsers.js
index 51e9c052d0f7..7bf5be336e41 100644
--- a/api/config/parsers.js
+++ b/api/config/parsers.js
@@ -4,7 +4,7 @@ const traverse = require('traverse');
 
 const SPLAT_SYMBOL = Symbol.for('splat');
 const MESSAGE_SYMBOL = Symbol.for('message');
-const CONSOLE_JSON_LONG_STRING_LENGTH=parseInt(process.env.CONSOLE_JSON_LONG_STRING_LENGTH) || 255;
+const CONSOLE_JSON_STRING_LENGTH = parseInt(process.env.CONSOLE_JSON_STRING_LENGTH) || 255;
 
 const sensitiveKeys = [
   /^(sk-)[^\s]+/, // OpenAI API key pattern
@@ -206,13 +206,13 @@ const jsonTruncateFormat = winston.format((info) => {
     seen.add(obj);
 
     if (Array.isArray(obj)) {
-      return obj.map(item => truncateObject(item));
+      return obj.map((item) => truncateObject(item));
     }
 
     const newObj = {};
     Object.entries(obj).forEach(([key, value]) => {
       if (typeof value === 'string') {
-        newObj[key] = truncateLongStrings(value, CONSOLE_JSON_LONG_STRING_LENGTH);
+        newObj[key] = truncateLongStrings(value, CONSOLE_JSON_STRING_LENGTH);
       } else {
         newObj[key] = truncateObject(value);
       }
diff --git a/api/models/tx.js b/api/models/tx.js
index 776fac123c61..05412430c7f5 100644
--- a/api/models/tx.js
+++ b/api/models/tx.js
@@ -102,9 +102,14 @@ const tokenValues = Object.assign(
     /* cohere doesn't have rates for the older command models,
   so this was from https://artificialanalysis.ai/models/command-light/providers */
     command: { prompt: 0.38, completion: 0.38 },
+    'gemini-2.0-flash-lite': { prompt: 0.075, completion: 0.3 },
+    'gemini-2.0-flash': { prompt: 0.1, completion: 0.7 },
     'gemini-2.0': { prompt: 0, completion: 0 }, // https://ai.google.dev/pricing
-    'gemini-1.5': { prompt: 7, completion: 21 }, // May 2nd, 2024 pricing
-    gemini: { prompt: 0.5, completion: 1.5 }, // May 2nd, 2024 pricing
+    'gemini-1.5-flash-8b': { prompt: 0.075, completion: 0.3 },
+    'gemini-1.5-flash': { prompt: 0.15, completion: 0.6 },
+    'gemini-1.5': { prompt: 2.5, completion: 10 },
+    'gemini-pro-vision': { prompt: 0.5, completion: 1.5 },
+    gemini: { prompt: 0.5, completion: 1.5 },
   },
   bedrockValues,
 );
diff --git a/api/models/tx.spec.js b/api/models/tx.spec.js
index 0492a0eedbfc..d77973a7f55c 100644
--- a/api/models/tx.spec.js
+++ b/api/models/tx.spec.js
@@ -380,3 +380,81 @@ describe('getCacheMultiplier', () => {
     ).toBe(0.03);
   });
 });
+
+describe('Google Model Tests', () => {
+  const googleModels = [
+    'gemini-2.0-flash-lite-preview-02-05',
+    'gemini-2.0-flash-001',
+    'gemini-2.0-flash-exp',
+    'gemini-2.0-pro-exp-02-05',
+    'gemini-1.5-flash-8b',
+    'gemini-1.5-flash-thinking',
+    'gemini-1.5-pro-latest',
+    'gemini-1.5-pro-preview-0409',
+    'gemini-pro-vision',
+    'gemini-1.0',
+    'gemini-pro',
+  ];
+
+  it('should return the correct prompt and completion rates for all models', () => {
+    const results = googleModels.map((model) => {
+      const valueKey = getValueKey(model, EModelEndpoint.google);
+      const promptRate = getMultiplier({
+        model,
+        tokenType: 'prompt',
+        endpoint: EModelEndpoint.google,
+      });
+      const completionRate = getMultiplier({
+        model,
+        tokenType: 'completion',
+        endpoint: EModelEndpoint.google,
+      });
+      return { model, valueKey, promptRate, completionRate };
+    });
+
+    results.forEach(({ valueKey, promptRate, completionRate }) => {
+      expect(promptRate).toBe(tokenValues[valueKey].prompt);
+      expect(completionRate).toBe(tokenValues[valueKey].completion);
+    });
+  });
+
+  it('should map to the correct model keys', () => {
+    const expected = {
+      'gemini-2.0-flash-lite-preview-02-05': 'gemini-2.0-flash-lite',
+      'gemini-2.0-flash-001': 'gemini-2.0-flash',
+      'gemini-2.0-flash-exp': 'gemini-2.0-flash',
+      'gemini-2.0-pro-exp-02-05': 'gemini-2.0',
+      'gemini-1.5-flash-8b': 'gemini-1.5-flash-8b',
+      'gemini-1.5-flash-thinking': 'gemini-1.5-flash',
+      'gemini-1.5-pro-latest': 'gemini-1.5',
+      'gemini-1.5-pro-preview-0409': 'gemini-1.5',
+      'gemini-pro-vision': 'gemini-pro-vision',
+      'gemini-1.0': 'gemini',
+      'gemini-pro': 'gemini',
+    };
+
+    Object.entries(expected).forEach(([model, expectedKey]) => {
+      const valueKey = getValueKey(model, EModelEndpoint.google);
+      expect(valueKey).toBe(expectedKey);
+    });
+  });
+
+  it('should handle model names with different formats', () => {
+    const testCases = [
+      { input: 'google/gemini-pro', expected: 'gemini' },
+      { input: 'gemini-pro/google', expected: 'gemini' },
+      { input: 'google/gemini-2.0-flash-lite', expected: 'gemini-2.0-flash-lite' },
+    ];
+
+    testCases.forEach(({ input, expected }) => {
+      const valueKey = getValueKey(input, EModelEndpoint.google);
+      expect(valueKey).toBe(expected);
+      expect(
+        getMultiplier({ model: input, tokenType: 'prompt', endpoint: EModelEndpoint.google }),
+      ).toBe(tokenValues[expected].prompt);
+      expect(
+        getMultiplier({ model: input, tokenType: 'completion', endpoint: EModelEndpoint.google }),
+      ).toBe(tokenValues[expected].completion);
+    });
+  });
+});
diff --git a/api/package.json b/api/package.json
index db55b94508ab..10264309c9c9 100644
--- a/api/package.json
+++ b/api/package.json
@@ -45,7 +45,7 @@
     "@langchain/google-genai": "^0.1.7",
     "@langchain/google-vertexai": "^0.1.8",
     "@langchain/textsplitters": "^0.1.0",
-    "@librechat/agents": "^2.0.1",
+    "@librechat/agents": "^2.0.2",
     "@waylaidwanderer/fetch-event-source": "^3.0.1",
     "axios": "^1.7.7",
     "bcryptjs": "^2.4.3",
diff --git a/api/server/services/Endpoints/google/llm.js b/api/server/services/Endpoints/google/llm.js
index ae5e268ac3a6..a64b33480bee 100644
--- a/api/server/services/Endpoints/google/llm.js
+++ b/api/server/services/Endpoints/google/llm.js
@@ -1,18 +1,42 @@
 const { Providers } = require('@librechat/agents');
 const { AuthKeys } = require('librechat-data-provider');
+const { isEnabled } = require('~/server/utils');
+
+function getThresholdMapping(model) {
+  const gemini1Pattern = /gemini-(1\.0|1\.5|pro$|1\.0-pro|1\.5-pro|1\.5-flash-001)/;
+  const restrictedPattern = /(gemini-(1\.5-flash-8b|2\.0|exp)|learnlm)/;
+
+  if (gemini1Pattern.test(model)) {
+    return (value) => {
+      if (value === 'OFF') {
+        return 'BLOCK_NONE';
+      }
+      return value;
+    };
+  }
+
+  if (restrictedPattern.test(model)) {
+    return (value) => {
+      if (value === 'OFF' || value === 'HARM_BLOCK_THRESHOLD_UNSPECIFIED') {
+        return 'BLOCK_NONE';
+      }
+      return value;
+    };
+  }
+
+  return (value) => value;
+}
 
 /**
  *
- * @param {boolean} isGemini2
- * @returns {Array<{category: string, threshold: string}>}
+ * @param {string} model
+ * @returns {Array<{category: string, threshold: string}> | undefined}
  */
-function getSafetySettings(isGemini2) {
-  const mapThreshold = (value) => {
-    if (isGemini2 && value === 'BLOCK_NONE') {
-      return 'OFF';
-    }
-    return value;
-  };
+function getSafetySettings(model) {
+  if (isEnabled(process.env.GOOGLE_EXCLUDE_SAFETY_SETTINGS)) {
+    return undefined;
+  }
+  const mapThreshold = getThresholdMapping(model);
 
   return [
     {
@@ -85,8 +109,7 @@ function getLLMConfig(credentials, options = {}) {
   };
 
   /** Used only for Safety Settings */
-  const isGemini2 = llmConfig.model.includes('gemini-2.0') && !llmConfig.model.includes('thinking');
-  llmConfig.safetySettings = getSafetySettings(isGemini2);
+  llmConfig.safetySettings = getSafetySettings(llmConfig.model);
 
   let provider;
 
@@ -153,4 +176,5 @@ function getLLMConfig(credentials, options = {}) {
 
 module.exports = {
   getLLMConfig,
+  getSafetySettings,
 };
diff --git a/api/server/services/Endpoints/google/title.js b/api/server/services/Endpoints/google/title.js
index b93f13797ff4..dd8aa7a22008 100644
--- a/api/server/services/Endpoints/google/title.js
+++ b/api/server/services/Endpoints/google/title.js
@@ -1,9 +1,8 @@
-const { CacheKeys, Constants } = require('librechat-data-provider');
+const { EModelEndpoint, CacheKeys, Constants, googleSettings } = require('librechat-data-provider');
 const getLogStores = require('~/cache/getLogStores');
+const initializeClient = require('./initialize');
 const { isEnabled } = require('~/server/utils');
 const { saveConvo } = require('~/models');
-const { logger } = require('~/config');
-const initializeClient = require('./initialize');
 
 const addTitle = async (req, { text, response, client }) => {
   const { TITLE_CONVO = 'true' } = process.env ?? {};
@@ -14,22 +13,16 @@ const addTitle = async (req, { text, response, client }) => {
   if (client.options.titleConvo === false) {
     return;
   }
-
-  const DEFAULT_TITLE_MODEL = 'gemini-pro';
   const { GOOGLE_TITLE_MODEL } = process.env ?? {};
-
-  let model = GOOGLE_TITLE_MODEL ?? DEFAULT_TITLE_MODEL;
+  const providerConfig = req.app.locals[EModelEndpoint.google];
+  let model =
+    providerConfig?.titleModel ??
+    GOOGLE_TITLE_MODEL ??
+    client.options?.modelOptions.model ??
+    googleSettings.model.default;
 
   if (GOOGLE_TITLE_MODEL === Constants.CURRENT_MODEL) {
     model = client.options?.modelOptions.model;
-
-    if (client.isVisionModel) {
-      logger.warn(
-        `current_model was specified for Google title request, but the model ${model} cannot process a text-only conversation. Falling back to ${DEFAULT_TITLE_MODEL}`,
-      );
-
-      model = DEFAULT_TITLE_MODEL;
-    }
   }
 
   const titleEndpointOptions = {
diff --git a/api/server/services/MCP.js b/api/server/services/MCP.js
index 4b23939e623b..f934f9d51994 100644
--- a/api/server/services/MCP.js
+++ b/api/server/services/MCP.js
@@ -1,9 +1,11 @@
+const { z } = require('zod');
 const { tool } = require('@langchain/core/tools');
-const { Constants: AgentConstants } = require('@librechat/agents');
+const { Constants: AgentConstants, Providers } = require('@librechat/agents');
 const {
   Constants,
-  convertJsonSchemaToZod,
+  ContentTypes,
   isAssistantsEndpoint,
+  convertJsonSchemaToZod,
 } = require('librechat-data-provider');
 const { logger, getMCPManager } = require('~/config');
 
@@ -25,7 +27,15 @@ async function createMCPTool({ req, toolKey, provider }) {
   }
   /** @type {LCTool} */
   const { description, parameters } = toolDefinition;
-  const schema = convertJsonSchemaToZod(parameters);
+  const isGoogle = provider === Providers.VERTEXAI || provider === Providers.GOOGLE;
+  let schema = convertJsonSchemaToZod(parameters, {
+    allowEmptyObject: !isGoogle,
+  });
+
+  if (!schema) {
+    schema = z.object({ input: z.string().optional() });
+  }
+
   const [toolName, serverName] = toolKey.split(Constants.mcp_delimiter);
   /** @type {(toolInput: Object | string) => Promise<unknown>} */
   const _call = async (toolInput) => {
@@ -35,6 +45,9 @@ async function createMCPTool({ req, toolKey, provider }) {
       if (isAssistantsEndpoint(provider) && Array.isArray(result)) {
         return result[0];
       }
+      if (isGoogle && Array.isArray(result[0]) && result[0][0]?.type === ContentTypes.TEXT) {
+        return [result[0][0].text, result[1]];
+      }
       return result;
     } catch (error) {
       logger.error(`${toolName} MCP server tool call failed`, error);
diff --git a/api/utils/tokens.js b/api/utils/tokens.js
index b1c3a1e5a877..0541f4f301db 100644
--- a/api/utils/tokens.js
+++ b/api/utils/tokens.js
@@ -49,11 +49,14 @@ const cohereModels = {
 const googleModels = {
   /* Max I/O is combined so we subtract the amount from max response tokens for actual total */
   gemini: 30720, // -2048 from max
-  'gemini-pro-vision': 12288, // -4096 from max
-  'gemini-exp': 8000,
-  'gemini-2.0-flash-thinking-exp': 30720, // -2048 from max
-  'gemini-2.0': 1048576,
-  'gemini-1.5': 1048576,
+  'gemini-pro-vision': 12288,
+  'gemini-exp': 2000000,
+  'gemini-2.0': 2000000,
+  'gemini-2.0-flash': 1000000,
+  'gemini-2.0-flash-lite': 1000000,
+  'gemini-1.5': 1000000,
+  'gemini-1.5-flash': 1000000,
+  'gemini-1.5-flash-8b': 1000000,
   'text-bison-32k': 32758, // -10 from max
   'chat-bison-32k': 32758, // -10 from max
   'code-bison-32k': 32758, // -10 from max
diff --git a/api/utils/tokens.spec.js b/api/utils/tokens.spec.js
index f478c4769b61..eb1fd85495ff 100644
--- a/api/utils/tokens.spec.js
+++ b/api/utils/tokens.spec.js
@@ -154,6 +154,24 @@ describe('getModelMaxTokens', () => {
   });
 
   test('should return correct tokens for partial match - Google models', () => {
+    expect(getModelMaxTokens('gemini-2.0-flash-lite-preview-02-05', EModelEndpoint.google)).toBe(
+      maxTokensMap[EModelEndpoint.google]['gemini-2.0-flash-lite'],
+    );
+    expect(getModelMaxTokens('gemini-2.0-flash-001', EModelEndpoint.google)).toBe(
+      maxTokensMap[EModelEndpoint.google]['gemini-2.0-flash'],
+    );
+    expect(getModelMaxTokens('gemini-2.0-flash-exp', EModelEndpoint.google)).toBe(
+      maxTokensMap[EModelEndpoint.google]['gemini-2.0-flash'],
+    );
+    expect(getModelMaxTokens('gemini-2.0-pro-exp-02-05', EModelEndpoint.google)).toBe(
+      maxTokensMap[EModelEndpoint.google]['gemini-2.0'],
+    );
+    expect(getModelMaxTokens('gemini-1.5-flash-8b', EModelEndpoint.google)).toBe(
+      maxTokensMap[EModelEndpoint.google]['gemini-1.5-flash-8b'],
+    );
+    expect(getModelMaxTokens('gemini-1.5-flash-thinking', EModelEndpoint.google)).toBe(
+      maxTokensMap[EModelEndpoint.google]['gemini-1.5-flash'],
+    );
     expect(getModelMaxTokens('gemini-1.5-pro-latest', EModelEndpoint.google)).toBe(
       maxTokensMap[EModelEndpoint.google]['gemini-1.5'],
     );
diff --git a/client/src/components/Messages/Content/Error.tsx b/client/src/components/Messages/Content/Error.tsx
index b33169813f2e..90b78dc6699a 100644
--- a/client/src/components/Messages/Content/Error.tsx
+++ b/client/src/components/Messages/Content/Error.tsx
@@ -33,7 +33,7 @@ type TExpiredKey = {
   endpoint: string;
 };
 
-type TInputLength = {
+type TGenericError = {
   info: string;
 };
 
@@ -49,10 +49,14 @@ const errorMessages = {
     const { expiredAt, endpoint } = json;
     return localize('com_error_expired_user_key', endpoint, expiredAt);
   },
-  [ErrorTypes.INPUT_LENGTH]: (json: TInputLength, localize: LocalizeFunction) => {
+  [ErrorTypes.INPUT_LENGTH]: (json: TGenericError, localize: LocalizeFunction) => {
     const { info } = json;
     return localize('com_error_input_length', info);
   },
+  [ErrorTypes.GOOGLE_ERROR]: (json: TGenericError) => {
+    const { info } = json;
+    return info;
+  },
   [ViolationTypes.BAN]:
     'Your account has been temporarily banned due to violations of our service.',
   invalid_api_key:
diff --git a/client/src/components/Nav/ExportConversation/ExportModal.tsx b/client/src/components/Nav/ExportConversation/ExportModal.tsx
index 026bf1869d21..bae8327ebe73 100644
--- a/client/src/components/Nav/ExportConversation/ExportModal.tsx
+++ b/client/src/components/Nav/ExportConversation/ExportModal.tsx
@@ -94,7 +94,7 @@ export default function ExportModal({
                 <Label htmlFor="type" className="text-left text-sm font-medium">
                   {localize('com_nav_export_type')}
                 </Label>
-                <Dropdown value={type} onChange={_setType} options={typeOptions} />
+                <Dropdown value={type} onChange={_setType} options={typeOptions} portal={false} />
               </div>
             </div>
             <div className="grid w-full gap-6 sm:grid-cols-2">
diff --git a/client/src/hooks/ScreenshotContext.tsx b/client/src/hooks/ScreenshotContext.tsx
index bd841b68aa7b..2f9069c5f1bf 100644
--- a/client/src/hooks/ScreenshotContext.tsx
+++ b/client/src/hooks/ScreenshotContext.tsx
@@ -12,7 +12,7 @@ export const useScreenshot = () => {
   const { ref } = useContext(ScreenshotContext);
   const { theme } = useContext(ThemeContext);
 
-  const takeScreenShot = async (node: HTMLElement) => {
+  const takeScreenShot = async (node?: HTMLElement) => {
     if (!node) {
       throw new Error('You should provide correct html node.');
     }
@@ -22,7 +22,13 @@ export const useScreenshot = () => {
       isDark = window.matchMedia('(prefers-color-scheme: dark)').matches;
     }
     const backgroundColor = isDark ? '#171717' : 'white';
-    const canvas = await toCanvas(node);
+
+    const canvas = await toCanvas(node, {
+      backgroundColor,
+      imagePlaceholder:
+        'data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAQAAAC1HAwCAAAAC0lEQVR42mP8/x8AAwMCAO+ip1sAAAAASUVORK5CYII=',
+    });
+
     const croppedCanvas = document.createElement('canvas');
     const croppedCanvasContext = croppedCanvas.getContext('2d') as CanvasRenderingContext2D;
     // init data
@@ -35,9 +41,9 @@ export const useScreenshot = () => {
     croppedCanvas.height = cropHeight;
 
     croppedCanvasContext.fillStyle = backgroundColor;
-    croppedCanvasContext?.fillRect(0, 0, cropWidth, cropHeight);
+    croppedCanvasContext.fillRect(0, 0, cropWidth, cropHeight);
 
-    croppedCanvasContext?.drawImage(canvas, cropPositionLeft, cropPositionTop);
+    croppedCanvasContext.drawImage(canvas, cropPositionLeft, cropPositionTop);
 
     const base64Image = croppedCanvas.toDataURL('image/png', 1);
 
diff --git a/package-lock.json b/package-lock.json
index 19416839654d..f05d0d85b406 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -54,7 +54,7 @@
         "@langchain/google-genai": "^0.1.7",
         "@langchain/google-vertexai": "^0.1.8",
         "@langchain/textsplitters": "^0.1.0",
-        "@librechat/agents": "^2.0.1",
+        "@librechat/agents": "^2.0.2",
         "@waylaidwanderer/fetch-event-source": "^3.0.1",
         "axios": "^1.7.7",
         "bcryptjs": "^2.4.3",
@@ -646,754 +646,195 @@
         "@langchain/core": ">=0.2.21 <0.4.0"
       }
     },
-    "api/node_modules/@librechat/agents": {
-      "version": "2.0.1",
-      "resolved": "https://registry.npmjs.org/@librechat/agents/-/agents-2.0.1.tgz",
-      "integrity": "sha512-PVVqvJ90X8o2dV7To9MnrsidmtBS+Q/jcCL2TPNmIrsLDgK8rDQWL3p4mkDzenSJ/f8J6w5bt9bWoo18ibhkJw==",
+    "api/node_modules/@types/node": {
+      "version": "18.19.14",
+      "resolved": "https://registry.npmjs.org/@types/node/-/node-18.19.14.tgz",
+      "integrity": "sha512-EnQ4Us2rmOS64nHDWr0XqAD8DsO6f3XR6lf9UIIrZQpUzPVdN/oPuEzfDWNHSyXLvoGgjuEm/sPwFGSSs35Wtg==",
       "dependencies": {
-        "@aws-crypto/sha256-js": "^5.2.0",
-        "@aws-sdk/credential-provider-node": "^3.613.0",
-        "@aws-sdk/types": "^3.609.0",
-        "@langchain/anthropic": "^0.3.12",
-        "@langchain/aws": "^0.1.3",
-        "@langchain/community": "^0.3.27",
-        "@langchain/core": "^0.3.37",
-        "@langchain/google-genai": "^0.1.7",
-        "@langchain/google-vertexai": "^0.1.8",
-        "@langchain/langgraph": "^0.2.41",
-        "@langchain/mistralai": "^0.0.26",
-        "@langchain/ollama": "^0.1.5",
-        "@langchain/openai": "^0.4.2",
-        "@smithy/eventstream-codec": "^2.2.0",
-        "@smithy/protocol-http": "^3.0.6",
-        "@smithy/signature-v4": "^2.0.10",
-        "@smithy/util-utf8": "^2.0.0",
-        "dotenv": "^16.4.5",
-        "nanoid": "^3.3.7"
+        "undici-types": "~5.26.4"
+      }
+    },
+    "api/node_modules/@types/whatwg-url": {
+      "version": "11.0.5",
+      "resolved": "https://registry.npmjs.org/@types/whatwg-url/-/whatwg-url-11.0.5.tgz",
+      "integrity": "sha512-coYR071JRaHa+xoEvvYqvnIHaVqaYrLPbsufM9BF63HkwI5Lgmy2QR8Q5K/lYDYo5AK82wOvSOS0UsLTpTG7uQ==",
+      "optional": true,
+      "peer": true,
+      "dependencies": {
+        "@types/webidl-conversions": "*"
+      }
+    },
+    "api/node_modules/cookie-parser": {
+      "version": "1.4.7",
+      "resolved": "https://registry.npmjs.org/cookie-parser/-/cookie-parser-1.4.7.tgz",
+      "integrity": "sha512-nGUvgXnotP3BsjiLX2ypbQnWoGUPIIfHQNZkkC668ntrzGWEZVW70HDEB1qnNGMicPje6EttlIgzo51YSwNQGw==",
+      "dependencies": {
+        "cookie": "0.7.2",
+        "cookie-signature": "1.0.6"
       },
       "engines": {
-        "node": ">=14.0.0"
+        "node": ">= 0.8.0"
+      }
+    },
+    "api/node_modules/express-rate-limit": {
+      "version": "7.4.1",
+      "resolved": "https://registry.npmjs.org/express-rate-limit/-/express-rate-limit-7.4.1.tgz",
+      "integrity": "sha512-KS3efpnpIDVIXopMc65EMbWbUht7qvTCdtCR2dD/IZmi9MIkopYESwyRqLgv8Pfu589+KqDqOdzJWW7AHoACeg==",
+      "engines": {
+        "node": ">= 16"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/express-rate-limit"
+      },
+      "peerDependencies": {
+        "express": "4 || 5 || ^5.0.0-beta.1"
+      }
+    },
+    "api/node_modules/express/node_modules/cookie": {
+      "version": "0.7.1",
+      "resolved": "https://registry.npmjs.org/cookie/-/cookie-0.7.1.tgz",
+      "integrity": "sha512-6DnInpx7SJ2AK3+CTUE/ZM0vWTUboZCegxhC2xiIydHR9jNuTAASBrfEpHhiGOZw/nX51bHt6YQl8jsGo4y/0w==",
+      "extraneous": true,
+      "engines": {
+        "node": ">= 0.6"
       }
     },
-    "api/node_modules/@librechat/agents/node_modules/@langchain/community": {
-      "version": "0.3.28",
-      "resolved": "https://registry.npmjs.org/@langchain/community/-/community-0.3.28.tgz",
-      "integrity": "sha512-lr3rBe5qE1HGlfUieMayNNT8VGiH4yl4WdQnrf+i0IikDooJOvjTIFqsYqGvdLfpuNKN0JN05jwgvUwOGKTv7A==",
+    "api/node_modules/mongodb": {
+      "version": "6.10.0",
+      "resolved": "https://registry.npmjs.org/mongodb/-/mongodb-6.10.0.tgz",
+      "integrity": "sha512-gP9vduuYWb9ZkDM546M+MP2qKVk5ZG2wPF63OvSRuUbqCR+11ZCAE1mOfllhlAG0wcoJY5yDL/rV3OmYEwXIzg==",
+      "optional": true,
+      "peer": true,
       "dependencies": {
-        "@langchain/openai": ">=0.2.0 <0.5.0",
-        "binary-extensions": "^2.2.0",
-        "expr-eval": "^2.0.2",
-        "flat": "^5.0.2",
-        "js-yaml": "^4.1.0",
-        "langchain": ">=0.2.3 <0.3.0 || >=0.3.4 <0.4.0",
-        "langsmith": ">=0.2.8 <0.4.0",
-        "uuid": "^10.0.0",
-        "zod": "^3.22.3",
-        "zod-to-json-schema": "^3.22.5"
+        "@mongodb-js/saslprep": "^1.1.5",
+        "bson": "^6.7.0",
+        "mongodb-connection-string-url": "^3.0.0"
       },
       "engines": {
-        "node": ">=18"
+        "node": ">=16.20.1"
       },
       "peerDependencies": {
-        "@arcjet/redact": "^v1.0.0-alpha.23",
-        "@aws-crypto/sha256-js": "^5.0.0",
-        "@aws-sdk/client-bedrock-agent-runtime": "^3.583.0",
-        "@aws-sdk/client-bedrock-runtime": "^3.422.0",
-        "@aws-sdk/client-dynamodb": "^3.310.0",
-        "@aws-sdk/client-kendra": "^3.352.0",
-        "@aws-sdk/client-lambda": "^3.310.0",
-        "@aws-sdk/client-s3": "^3.310.0",
-        "@aws-sdk/client-sagemaker-runtime": "^3.310.0",
-        "@aws-sdk/client-sfn": "^3.310.0",
-        "@aws-sdk/credential-provider-node": "^3.388.0",
-        "@azure/search-documents": "^12.0.0",
-        "@azure/storage-blob": "^12.15.0",
-        "@browserbasehq/sdk": "*",
-        "@browserbasehq/stagehand": "^1.0.0",
-        "@clickhouse/client": "^0.2.5",
-        "@cloudflare/ai": "*",
-        "@datastax/astra-db-ts": "^1.0.0",
-        "@elastic/elasticsearch": "^8.4.0",
-        "@getmetal/metal-sdk": "*",
-        "@getzep/zep-cloud": "^1.0.6",
-        "@getzep/zep-js": "^0.9.0",
-        "@gomomento/sdk": "^1.51.1",
-        "@gomomento/sdk-core": "^1.51.1",
-        "@google-ai/generativelanguage": "*",
-        "@google-cloud/storage": "^6.10.1 || ^7.7.0",
-        "@gradientai/nodejs-sdk": "^1.2.0",
-        "@huggingface/inference": "^2.6.4",
-        "@huggingface/transformers": "^3.2.3",
-        "@ibm-cloud/watsonx-ai": "*",
-        "@lancedb/lancedb": "^0.12.0",
-        "@langchain/core": ">=0.2.21 <0.4.0",
-        "@layerup/layerup-security": "^1.5.12",
-        "@libsql/client": "^0.14.0",
-        "@mendable/firecrawl-js": "^1.4.3",
-        "@mlc-ai/web-llm": "*",
-        "@mozilla/readability": "*",
-        "@neondatabase/serverless": "*",
-        "@notionhq/client": "^2.2.10",
-        "@opensearch-project/opensearch": "*",
-        "@pinecone-database/pinecone": "*",
-        "@planetscale/database": "^1.8.0",
-        "@premai/prem-sdk": "^0.3.25",
-        "@qdrant/js-client-rest": "^1.8.2",
-        "@raycast/api": "^1.55.2",
-        "@rockset/client": "^0.9.1",
-        "@smithy/eventstream-codec": "^2.0.5",
-        "@smithy/protocol-http": "^3.0.6",
-        "@smithy/signature-v4": "^2.0.10",
-        "@smithy/util-utf8": "^2.0.0",
-        "@spider-cloud/spider-client": "^0.0.21",
-        "@supabase/supabase-js": "^2.45.0",
-        "@tensorflow-models/universal-sentence-encoder": "*",
-        "@tensorflow/tfjs-converter": "*",
-        "@tensorflow/tfjs-core": "*",
-        "@upstash/ratelimit": "^1.1.3 || ^2.0.3",
-        "@upstash/redis": "^1.20.6",
-        "@upstash/vector": "^1.1.1",
-        "@vercel/kv": "*",
-        "@vercel/postgres": "*",
-        "@writerai/writer-sdk": "^0.40.2",
-        "@xata.io/client": "^0.28.0",
-        "@zilliz/milvus2-sdk-node": ">=2.3.5",
-        "apify-client": "^2.7.1",
-        "assemblyai": "^4.6.0",
-        "better-sqlite3": ">=9.4.0 <12.0.0",
-        "cassandra-driver": "^4.7.2",
-        "cborg": "^4.1.1",
-        "cheerio": "^1.0.0-rc.12",
-        "chromadb": "*",
-        "closevector-common": "0.1.3",
-        "closevector-node": "0.1.6",
-        "closevector-web": "0.1.6",
-        "cohere-ai": "*",
-        "convex": "^1.3.1",
-        "crypto-js": "^4.2.0",
-        "d3-dsv": "^2.0.0",
-        "discord.js": "^14.14.1",
-        "dria": "^0.0.3",
-        "duck-duck-scrape": "^2.2.5",
-        "epub2": "^3.0.1",
-        "faiss-node": "^0.5.1",
-        "fast-xml-parser": "*",
-        "firebase-admin": "^11.9.0 || ^12.0.0",
-        "google-auth-library": "*",
-        "googleapis": "*",
-        "hnswlib-node": "^3.0.0",
-        "html-to-text": "^9.0.5",
-        "ibm-cloud-sdk-core": "*",
-        "ignore": "^5.2.0",
-        "interface-datastore": "^8.2.11",
-        "ioredis": "^5.3.2",
-        "it-all": "^3.0.4",
-        "jsdom": "*",
-        "jsonwebtoken": "^9.0.2",
-        "llmonitor": "^0.5.9",
-        "lodash": "^4.17.21",
-        "lunary": "^0.7.10",
-        "mammoth": "^1.6.0",
-        "mongodb": ">=5.2.0",
-        "mysql2": "^3.9.8",
-        "neo4j-driver": "*",
-        "notion-to-md": "^3.1.0",
-        "officeparser": "^4.0.4",
-        "openai": "*",
-        "pdf-parse": "1.1.1",
-        "pg": "^8.11.0",
-        "pg-copy-streams": "^6.0.5",
-        "pickleparser": "^0.2.1",
-        "playwright": "^1.32.1",
-        "portkey-ai": "^0.1.11",
-        "puppeteer": "*",
-        "pyodide": ">=0.24.1 <0.27.0",
-        "redis": "*",
-        "replicate": "^0.29.4",
-        "sonix-speech-recognition": "^2.1.1",
-        "srt-parser-2": "^1.2.3",
-        "typeorm": "^0.3.20",
-        "typesense": "^1.5.3",
-        "usearch": "^1.1.1",
-        "voy-search": "0.6.2",
-        "weaviate-ts-client": "*",
-        "web-auth-library": "^1.0.3",
-        "word-extractor": "*",
-        "ws": "^8.14.2",
-        "youtubei.js": "*"
+        "@aws-sdk/credential-providers": "^3.188.0",
+        "@mongodb-js/zstd": "^1.1.0",
+        "gcp-metadata": "^5.2.0",
+        "kerberos": "^2.0.1",
+        "mongodb-client-encryption": ">=6.0.0 <7",
+        "snappy": "^7.2.2",
+        "socks": "^2.7.1"
       },
       "peerDependenciesMeta": {
-        "@arcjet/redact": {
-          "optional": true
-        },
-        "@aws-crypto/sha256-js": {
-          "optional": true
-        },
-        "@aws-sdk/client-bedrock-agent-runtime": {
-          "optional": true
-        },
-        "@aws-sdk/client-bedrock-runtime": {
-          "optional": true
-        },
-        "@aws-sdk/client-dynamodb": {
-          "optional": true
-        },
-        "@aws-sdk/client-kendra": {
-          "optional": true
-        },
-        "@aws-sdk/client-lambda": {
-          "optional": true
-        },
-        "@aws-sdk/client-s3": {
-          "optional": true
-        },
-        "@aws-sdk/client-sagemaker-runtime": {
-          "optional": true
-        },
-        "@aws-sdk/client-sfn": {
-          "optional": true
-        },
-        "@aws-sdk/credential-provider-node": {
-          "optional": true
-        },
-        "@azure/search-documents": {
-          "optional": true
-        },
-        "@azure/storage-blob": {
-          "optional": true
-        },
-        "@browserbasehq/sdk": {
-          "optional": true
-        },
-        "@clickhouse/client": {
-          "optional": true
-        },
-        "@cloudflare/ai": {
-          "optional": true
-        },
-        "@datastax/astra-db-ts": {
-          "optional": true
-        },
-        "@elastic/elasticsearch": {
-          "optional": true
-        },
-        "@getmetal/metal-sdk": {
-          "optional": true
-        },
-        "@getzep/zep-cloud": {
-          "optional": true
-        },
-        "@getzep/zep-js": {
-          "optional": true
-        },
-        "@gomomento/sdk": {
-          "optional": true
-        },
-        "@gomomento/sdk-core": {
-          "optional": true
-        },
-        "@google-ai/generativelanguage": {
-          "optional": true
-        },
-        "@google-cloud/storage": {
-          "optional": true
-        },
-        "@gradientai/nodejs-sdk": {
-          "optional": true
-        },
-        "@huggingface/inference": {
-          "optional": true
-        },
-        "@huggingface/transformers": {
-          "optional": true
-        },
-        "@lancedb/lancedb": {
-          "optional": true
-        },
-        "@layerup/layerup-security": {
-          "optional": true
-        },
-        "@libsql/client": {
-          "optional": true
-        },
-        "@mendable/firecrawl-js": {
-          "optional": true
-        },
-        "@mlc-ai/web-llm": {
-          "optional": true
-        },
-        "@mozilla/readability": {
-          "optional": true
-        },
-        "@neondatabase/serverless": {
-          "optional": true
-        },
-        "@notionhq/client": {
-          "optional": true
-        },
-        "@opensearch-project/opensearch": {
-          "optional": true
-        },
-        "@pinecone-database/pinecone": {
-          "optional": true
-        },
-        "@planetscale/database": {
-          "optional": true
-        },
-        "@premai/prem-sdk": {
-          "optional": true
-        },
-        "@qdrant/js-client-rest": {
-          "optional": true
-        },
-        "@raycast/api": {
-          "optional": true
-        },
-        "@rockset/client": {
-          "optional": true
-        },
-        "@smithy/eventstream-codec": {
-          "optional": true
-        },
-        "@smithy/protocol-http": {
-          "optional": true
-        },
-        "@smithy/signature-v4": {
-          "optional": true
-        },
-        "@smithy/util-utf8": {
-          "optional": true
-        },
-        "@spider-cloud/spider-client": {
-          "optional": true
-        },
-        "@supabase/supabase-js": {
-          "optional": true
-        },
-        "@tensorflow-models/universal-sentence-encoder": {
-          "optional": true
-        },
-        "@tensorflow/tfjs-converter": {
-          "optional": true
-        },
-        "@tensorflow/tfjs-core": {
-          "optional": true
-        },
-        "@upstash/ratelimit": {
-          "optional": true
-        },
-        "@upstash/redis": {
-          "optional": true
-        },
-        "@upstash/vector": {
-          "optional": true
-        },
-        "@vercel/kv": {
-          "optional": true
-        },
-        "@vercel/postgres": {
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-        "zod-to-json-schema": "^3.22.3"
-      },
-      "engines": {
-        "node": ">=18"
-      },
-      "peerDependencies": {
-        "@langchain/core": ">=0.2.26 <0.4.0"
-      }
-    },
-    "node_modules/@langchain/textsplitters": {
-      "version": "0.0.3",
-      "resolved": "https://registry.npmjs.org/@langchain/textsplitters/-/textsplitters-0.0.3.tgz",
-      "integrity": "sha512-cXWgKE3sdWLSqAa8ykbCcUsUF1Kyr5J3HOWYGuobhPEycXW4WI++d5DhzdpL238mzoEXTi90VqfSCra37l5YqA==",
-      "dependencies": {
-        "@langchain/core": ">0.2.0 <0.3.0",
-        "js-tiktoken": "^1.0.12"
-      },
-      "engines": {
-        "node": ">=18"
-      }
-    },
-    "node_modules/@langchain/textsplitters/node_modules/@langchain/core": {
-      "version": "0.2.34",
-      "resolved": "https://registry.npmjs.org/@langchain/core/-/core-0.2.34.tgz",
-      "integrity": "sha512-Hkveq1UcOjUj1DVn5erbqElyRj1t04NORSuSIZAJCtPO7EDkIqomjAarJ5+I5NUpQeIONgbOdnY9TkJ6cKUSVA==",
+    "node_modules/@librechat/agents/node_modules/@langchain/openai": {
+      "version": "0.4.2",
+      "resolved": "https://registry.npmjs.org/@langchain/openai/-/openai-0.4.2.tgz",
+      "integrity": "sha512-Cuj7qbVcycALTP0aqZuPpEc7As8cwiGaU21MhXRyZFs+dnWxKYxZ1Q1z4kcx6cYkq/I+CNwwmk+sP+YruU73Aw==",
       "dependencies": {
-        "ansi-styles": "^5.0.0",
-        "camelcase": "6",
-        "decamelize": "1.2.0",
         "js-tiktoken": "^1.0.12",
-        "langsmith": "^0.1.56-rc.1",
-        "mustache": "^4.2.0",
-        "p-queue": "^6.6.2",
-        "p-retry": "4",
-        "uuid": "^10.0.0",
+        "openai": "^4.77.0",
         "zod": "^3.22.4",
         "zod-to-json-schema": "^3.22.3"
       },
       "engines": {
         "node": ">=18"
-      }
-    },
-    "node_modules/@langchain/textsplitters/node_modules/ansi-styles": {
-      "version": "5.2.0",
-      "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-5.2.0.tgz",
-      "integrity": "sha512-Cxwpt2SfTzTtXcfOlzGEee8O+c+MmUgGrNiBcXnuWxuFJHe6a5Hz7qwhwe5OgaSYI0IJvkLqWX1ASG+cJOkEiA==",
-      "engines": {
-        "node": ">=10"
-      },
-      "funding": {
-        "url": "https://github.com/chalk/ansi-styles?sponsor=1"
-      }
-    },
-    "node_modules/@langchain/textsplitters/node_modules/langsmith": {
-      "version": "0.1.61",
-      "resolved": "https://registry.npmjs.org/langsmith/-/langsmith-0.1.61.tgz",
-      "integrity": "sha512-XQE4KPScwPmdaT0mWDzhNxj9gvqXUR+C7urLA0QFi27XeoQdm17eYpudenn4wxC0gIyUJutQCyuYJpfwlT5JnQ==",
-      "dependencies": {
-        "@types/uuid": "^10.0.0",
-        "commander": "^10.0.1",
-        "p-queue": "^6.6.2",
-        "p-retry": "4",
-        "semver": "^7.6.3",
-        "uuid": "^10.0.0"
       },
       "peerDependencies": {
-        "openai": "*"
-      },
-      "peerDependenciesMeta": {
-        "openai": {
-          "optional": true
-        }
+        "@langchain/core": ">=0.3.29 <0.4.0"
       }
     },
-    "node_modules/@langchain/textsplitters/node_modules/uuid": {
+    "node_modules/@librechat/agents/node_modules/uuid": {
       "version": "10.0.0",
       "resolved": "https://registry.npmjs.org/uuid/-/uuid-10.0.0.tgz",
       "integrity": "sha512-8XkAphELsDnEGrDxUOHB3RGvXz6TeuYSGEZBOjtTtPm2lwhGBjLgOzLHB63IUWfBpNucQjND6d3AOudO+H3RWQ==",
@@ -10643,57 +10706,6 @@
         "uuid": "dist/bin/uuid"
       }
     },
-    "node_modules/@lezer/common": {
-      "version": "1.2.1",
-      "resolved": "https://registry.npmjs.org/@lezer/common/-/common-1.2.1.tgz",
-      "integrity": "sha512-yemX0ZD2xS/73llMZIK6KplkjIjf2EvAHcinDi/TfJ9hS25G0388+ClHt6/3but0oOxinTcQHJLDXh6w1crzFQ=="
-    },
-    "node_modules/@lezer/css": {
-      "version": "1.1.8",
-      "resolved": "https://registry.npmjs.org/@lezer/css/-/css-1.1.8.tgz",
-      "integrity": "sha512-7JhxupKuMBaWQKjQoLtzhGj83DdnZY9MckEOG5+/iLKNK2ZJqKc6hf6uc0HjwCX7Qlok44jBNqZhHKDhEhZYLA==",
-      "dependencies": {
-        "@lezer/common": "^1.2.0",
-        "@lezer/highlight": "^1.0.0",
-        "@lezer/lr": "^1.0.0"
-      }
-    },
-    "node_modules/@lezer/highlight": {
-      "version": "1.2.1",
-      "resolved": "https://registry.npmjs.org/@lezer/highlight/-/highlight-1.2.1.tgz",
-      "integrity": "sha512-Z5duk4RN/3zuVO7Jq0pGLJ3qynpxUVsh7IbUbGj88+uV2ApSAn6kWg2au3iJb+0Zi7kKtqffIESgNcRXWZWmSA==",
-      "dependencies": {
-        "@lezer/common": "^1.0.0"
-      }
-    },
-    "node_modules/@lezer/html": {
-      "version": "1.3.10",
-      "resolved": "https://registry.npmjs.org/@lezer/html/-/html-1.3.10.tgz",
-      "integrity": "sha512-dqpT8nISx/p9Do3AchvYGV3qYc4/rKr3IBZxlHmpIKam56P47RSHkSF5f13Vu9hebS1jM0HmtJIwLbWz1VIY6w==",
-      "dependencies": {
-        "@lezer/common": "^1.2.0",
-        "@lezer/highlight": "^1.0.0",
-        "@lezer/lr": "^1.0.0"
-      }
-    },
-    "node_modules/@lezer/javascript": {
-      "version": "1.4.17",
-      "resolved": "https://registry.npmjs.org/@lezer/javascript/-/javascript-1.4.17.tgz",
-      "integrity": "sha512-bYW4ctpyGK+JMumDApeUzuIezX01H76R1foD6LcRX224FWfyYit/HYxiPGDjXXe/wQWASjCvVGoukTH68+0HIA==",
-      "dependencies": {
-        "@lezer/common": "^1.2.0",
-        "@lezer/highlight": "^1.1.3",
-        "@lezer/lr": "^1.3.0"
-      }
-    },
-    "node_modules/@lezer/lr": {
-      "version": "1.4.2",
-      "resolved": "https://registry.npmjs.org/@lezer/lr/-/lr-1.4.2.tgz",
-      "integrity": "sha512-pu0K1jCIdnQ12aWNaAVU5bzi7Bd1w54J3ECgANPmYLtQKP0HBj2cE/5coBD66MT10xbtIuUr7tg0Shbsvk0mDA==",
-      "dependencies": {
-        "@lezer/common": "^1.0.0"
-      }
-    },
     "node_modules/@librechat/backend": {
       "resolved": "api",
       "link": true
@@ -35539,7 +35551,7 @@
     },
     "packages/data-provider": {
       "name": "librechat-data-provider",
-      "version": "0.7.698",
+      "version": "0.7.699",
       "license": "ISC",
       "dependencies": {
         "axios": "^1.7.7",
diff --git a/packages/data-provider/package.json b/packages/data-provider/package.json
index e2d63ce1f70b..976cf85d1268 100644
--- a/packages/data-provider/package.json
+++ b/packages/data-provider/package.json
@@ -1,6 +1,6 @@
 {
   "name": "librechat-data-provider",
-  "version": "0.7.698",
+  "version": "0.7.699",
   "description": "data services for librechat apps",
   "main": "dist/index.js",
   "module": "dist/index.es.js",
diff --git a/packages/data-provider/src/config.ts b/packages/data-provider/src/config.ts
index 3ba6c1154e5e..6a2db199b264 100644
--- a/packages/data-provider/src/config.ts
+++ b/packages/data-provider/src/config.ts
@@ -699,18 +699,19 @@ export const defaultModels = {
   [EModelEndpoint.assistants]: ['chatgpt-4o-latest', ...sharedOpenAIModels],
   [EModelEndpoint.agents]: sharedOpenAIModels, // TODO: Add agent models (agentsModels)
   [EModelEndpoint.google]: [
-    'gemini-pro',
-    'gemini-pro-vision',
-    'chat-bison',
-    'chat-bison-32k',
-    'codechat-bison',
-    'codechat-bison-32k',
-    'text-bison',
-    'text-bison-32k',
-    'text-unicorn',
-    'code-gecko',
-    'code-bison',
-    'code-bison-32k',
+    // Shared Google Models between Vertex AI & Gen AI
+    // Gemini 2.0 Models
+    'gemini-2.0-flash-001',
+    'gemini-2.0-flash-exp',
+    'gemini-2.0-flash-lite-preview-02-05',
+    'gemini-2.0-pro-exp-02-05',
+    // Gemini 1.5 Models
+    'gemini-1.5-flash-001',
+    'gemini-1.5-flash-002',
+    'gemini-1.5-pro-001',
+    'gemini-1.5-pro-002',
+    // Gemini 1.0 Models
+    'gemini-1.0-pro-001',
   ],
   [EModelEndpoint.anthropic]: sharedAnthropicModels,
   [EModelEndpoint.openAI]: [
@@ -1019,6 +1020,10 @@ export enum ErrorTypes {
    * Invalid request error, API rejected request
    */
   NO_SYSTEM_MESSAGES = 'no_system_messages',
+  /**
+   * Google provider returned an error
+   */
+  GOOGLE_ERROR = 'google_error',
 }
 
 /**
diff --git a/packages/data-provider/src/zod.spec.ts b/packages/data-provider/src/zod.spec.ts
index 37915649bc94..caa7d54e49c9 100644
--- a/packages/data-provider/src/zod.spec.ts
+++ b/packages/data-provider/src/zod.spec.ts
@@ -13,8 +13,8 @@ describe('convertJsonSchemaToZod', () => {
       };
       const zodSchema = convertJsonSchemaToZod(schema);
 
-      expect(zodSchema.parse('test')).toBe('test');
-      expect(() => zodSchema.parse(123)).toThrow();
+      expect(zodSchema?.parse('test')).toBe('test');
+      expect(() => zodSchema?.parse(123)).toThrow();
     });
 
     it('should convert string enum schema', () => {
@@ -24,8 +24,8 @@ describe('convertJsonSchemaToZod', () => {
       };
       const zodSchema = convertJsonSchemaToZod(schema);
 
-      expect(zodSchema.parse('foo')).toBe('foo');
-      expect(() => zodSchema.parse('invalid')).toThrow();
+      expect(zodSchema?.parse('foo')).toBe('foo');
+      expect(() => zodSchema?.parse('invalid')).toThrow();
     });
 
     it('should convert number schema', () => {
@@ -34,8 +34,8 @@ describe('convertJsonSchemaToZod', () => {
       };
       const zodSchema = convertJsonSchemaToZod(schema);
 
-      expect(zodSchema.parse(123)).toBe(123);
-      expect(() => zodSchema.parse('123')).toThrow();
+      expect(zodSchema?.parse(123)).toBe(123);
+      expect(() => zodSchema?.parse('123')).toThrow();
     });
 
     it('should convert boolean schema', () => {
@@ -44,8 +44,8 @@ describe('convertJsonSchemaToZod', () => {
       };
       const zodSchema = convertJsonSchemaToZod(schema);
 
-      expect(zodSchema.parse(true)).toBe(true);
-      expect(() => zodSchema.parse('true')).toThrow();
+      expect(zodSchema?.parse(true)).toBe(true);
+      expect(() => zodSchema?.parse('true')).toThrow();
     });
   });
 
@@ -57,8 +57,8 @@ describe('convertJsonSchemaToZod', () => {
       };
       const zodSchema = convertJsonSchemaToZod(schema);
 
-      expect(zodSchema.parse(['a', 'b', 'c'])).toEqual(['a', 'b', 'c']);
-      expect(() => zodSchema.parse(['a', 123, 'c'])).toThrow();
+      expect(zodSchema?.parse(['a', 'b', 'c'])).toEqual(['a', 'b', 'c']);
+      expect(() => zodSchema?.parse(['a', 123, 'c'])).toThrow();
     });
 
     it('should convert array of numbers schema', () => {
@@ -68,8 +68,8 @@ describe('convertJsonSchemaToZod', () => {
       };
       const zodSchema = convertJsonSchemaToZod(schema);
 
-      expect(zodSchema.parse([1, 2, 3])).toEqual([1, 2, 3]);
-      expect(() => zodSchema.parse([1, '2', 3])).toThrow();
+      expect(zodSchema?.parse([1, 2, 3])).toEqual([1, 2, 3]);
+      expect(() => zodSchema?.parse([1, '2', 3])).toThrow();
     });
   });
 
@@ -84,8 +84,8 @@ describe('convertJsonSchemaToZod', () => {
       };
       const zodSchema = convertJsonSchemaToZod(schema);
 
-      expect(zodSchema.parse({ name: 'John', age: 30 })).toEqual({ name: 'John', age: 30 });
-      expect(() => zodSchema.parse({ name: 123, age: 30 })).toThrow();
+      expect(zodSchema?.parse({ name: 'John', age: 30 })).toEqual({ name: 'John', age: 30 });
+      expect(() => zodSchema?.parse({ name: 123, age: 30 })).toThrow();
     });
 
     it('should handle required fields', () => {
@@ -99,8 +99,8 @@ describe('convertJsonSchemaToZod', () => {
       };
       const zodSchema = convertJsonSchemaToZod(schema);
 
-      expect(zodSchema.parse({ name: 'John' })).toEqual({ name: 'John' });
-      expect(() => zodSchema.parse({})).toThrow();
+      expect(zodSchema?.parse({ name: 'John' })).toEqual({ name: 'John' });
+      expect(() => zodSchema?.parse({})).toThrow();
     });
 
     it('should handle nested objects', () => {
@@ -120,10 +120,10 @@ describe('convertJsonSchemaToZod', () => {
       };
       const zodSchema = convertJsonSchemaToZod(schema);
 
-      expect(zodSchema.parse({ user: { name: 'John', age: 30 } })).toEqual({
+      expect(zodSchema?.parse({ user: { name: 'John', age: 30 } })).toEqual({
         user: { name: 'John', age: 30 },
       });
-      expect(() => zodSchema.parse({ user: { age: 30 } })).toThrow();
+      expect(() => zodSchema?.parse({ user: { age: 30 } })).toThrow();
     });
 
     it('should handle objects with arrays', () => {
@@ -138,8 +138,8 @@ describe('convertJsonSchemaToZod', () => {
       };
       const zodSchema = convertJsonSchemaToZod(schema);
 
-      expect(zodSchema.parse({ names: ['John', 'Jane'] })).toEqual({ names: ['John', 'Jane'] });
-      expect(() => zodSchema.parse({ names: ['John', 123] })).toThrow();
+      expect(zodSchema?.parse({ names: ['John', 'Jane'] })).toEqual({ names: ['John', 'Jane'] });
+      expect(() => zodSchema?.parse({ names: ['John', 123] })).toThrow();
     });
   });
 
@@ -151,7 +151,7 @@ describe('convertJsonSchemaToZod', () => {
       };
       const zodSchema = convertJsonSchemaToZod(schema);
 
-      expect(zodSchema.parse({})).toEqual({});
+      expect(zodSchema?.parse({})).toEqual({});
     });
 
     it('should handle unknown types as unknown', () => {
@@ -160,8 +160,8 @@ describe('convertJsonSchemaToZod', () => {
       } as unknown as JsonSchemaType;
       const zodSchema = convertJsonSchemaToZod(schema);
 
-      expect(zodSchema.parse('anything')).toBe('anything');
-      expect(zodSchema.parse(123)).toBe(123);
+      expect(zodSchema?.parse('anything')).toBe('anything');
+      expect(zodSchema?.parse(123)).toBe(123);
     });
 
     it('should handle empty enum arrays as regular strings', () => {
@@ -171,7 +171,7 @@ describe('convertJsonSchemaToZod', () => {
       };
       const zodSchema = convertJsonSchemaToZod(schema);
 
-      expect(zodSchema.parse('test')).toBe('test');
+      expect(zodSchema?.parse('test')).toBe('test');
     });
   });
 
@@ -223,6 +223,9 @@ describe('convertJsonSchemaToZod', () => {
           ],
         },
       };
+      if (zodSchema == null) {
+        throw new Error('Zod schema is null');
+      }
 
       expect(zodSchema.parse(validData)).toEqual(validData);
       expect(() =>
@@ -253,7 +256,7 @@ describe('convertJsonSchemaToZod', () => {
         },
       };
       const zodSchema = convertJsonSchemaToZod(schema);
-      expect(zodSchema.description).toBe('A test schema description');
+      expect(zodSchema?.description).toBe('A test schema description');
     });
 
     it('should preserve field descriptions', () => {
@@ -309,7 +312,7 @@ describe('convertJsonSchemaToZod', () => {
 
       // Type assertions for better type safety
       const shape = zodSchema instanceof z.ZodObject ? zodSchema.shape : {};
-      expect(zodSchema.description).toBe('User record');
+      expect(zodSchema?.description).toBe('User record');
 
       if ('user' in shape) {
         expect(shape.user.description).toBe('User details');
@@ -436,7 +439,7 @@ describe('convertJsonSchemaToZod', () => {
       const zodSchema = convertJsonSchemaToZod(schema);
 
       // Test top-level description
-      expect(zodSchema.description).toBe('User profile configuration');
+      expect(zodSchema?.description).toBe('User profile configuration');
 
       const shape = zodSchema instanceof z.ZodObject ? zodSchema.shape : {};
 
@@ -464,4 +467,60 @@ describe('convertJsonSchemaToZod', () => {
       }
     });
   });
+
+  describe('empty object handling', () => {
+    it('should return undefined for empty object schemas when allowEmptyObject is false', () => {
+      const emptyObjectSchemas = [
+        { type: 'object' as const },
+        { type: 'object' as const, properties: {} },
+      ];
+
+      emptyObjectSchemas.forEach((schema) => {
+        expect(convertJsonSchemaToZod(schema, { allowEmptyObject: false })).toBeUndefined();
+      });
+    });
+
+    it('should return zod schema for empty object schemas when allowEmptyObject is true', () => {
+      const emptyObjectSchemas = [
+        { type: 'object' as const },
+        { type: 'object' as const, properties: {} },
+      ];
+
+      emptyObjectSchemas.forEach((schema) => {
+        const result = convertJsonSchemaToZod(schema, { allowEmptyObject: true });
+        expect(result).toBeDefined();
+        expect(result instanceof z.ZodObject).toBeTruthy();
+      });
+    });
+
+    it('should return zod schema for empty object schemas by default', () => {
+      const emptyObjectSchemas = [
+        { type: 'object' as const },
+        { type: 'object' as const, properties: {} },
+      ];
+
+      emptyObjectSchemas.forEach((schema) => {
+        const result = convertJsonSchemaToZod(schema);
+        expect(result).toBeDefined();
+        expect(result instanceof z.ZodObject).toBeTruthy();
+      });
+    });
+
+    it('should still convert non-empty object schemas regardless of allowEmptyObject setting', () => {
+      const schema: JsonSchemaType = {
+        type: 'object',
+        properties: {
+          name: { type: 'string' },
+        },
+      };
+
+      const resultWithFlag = convertJsonSchemaToZod(schema, { allowEmptyObject: false });
+      const resultWithoutFlag = convertJsonSchemaToZod(schema);
+
+      expect(resultWithFlag).toBeDefined();
+      expect(resultWithoutFlag).toBeDefined();
+      expect(resultWithFlag instanceof z.ZodObject).toBeTruthy();
+      expect(resultWithoutFlag instanceof z.ZodObject).toBeTruthy();
+    });
+  });
 });
diff --git a/packages/data-provider/src/zod.ts b/packages/data-provider/src/zod.ts
index 455bc579d52a..aa694fe14831 100644
--- a/packages/data-provider/src/zod.ts
+++ b/packages/data-provider/src/zod.ts
@@ -9,7 +9,24 @@ export type JsonSchemaType = {
   description?: string;
 };
 
-export function convertJsonSchemaToZod(schema: JsonSchemaType): z.ZodType {
+function isEmptyObjectSchema(jsonSchema?: JsonSchemaType): boolean {
+  return (
+    jsonSchema != null &&
+    typeof jsonSchema === 'object' &&
+    jsonSchema.type === 'object' &&
+    (jsonSchema.properties == null || Object.keys(jsonSchema.properties).length === 0)
+  );
+}
+
+export function convertJsonSchemaToZod(
+  schema: JsonSchemaType,
+  options: { allowEmptyObject?: boolean } = {},
+): z.ZodType | undefined {
+  const { allowEmptyObject = true } = options;
+  if (!allowEmptyObject && isEmptyObjectSchema(schema)) {
+    return undefined;
+  }
+
   let zodSchema: z.ZodType;
 
   // Handle primitive types
@@ -26,13 +43,16 @@ export function convertJsonSchemaToZod(schema: JsonSchemaType): z.ZodType {
     zodSchema = z.boolean();
   } else if (schema.type === 'array' && schema.items !== undefined) {
     const itemSchema = convertJsonSchemaToZod(schema.items);
-    zodSchema = z.array(itemSchema);
+    zodSchema = z.array(itemSchema as z.ZodType);
   } else if (schema.type === 'object') {
     const shape: Record<string, z.ZodType> = {};
     const properties = schema.properties ?? {};
 
     for (const [key, value] of Object.entries(properties)) {
       let fieldSchema = convertJsonSchemaToZod(value);
+      if (!fieldSchema) {
+        continue;
+      }
       if (value.description != null && value.description !== '') {
         fieldSchema = fieldSchema.describe(value.description);
       }

From 70e410f38bced020e30bbb1775a7db5259d693d4 Mon Sep 17 00:00:00 2001
From: Marco Beretta <81851188+berry-13@users.noreply.github.com>
Date: Fri, 7 Feb 2025 02:15:38 +0100
Subject: [PATCH 2/3] =?UTF-8?q?=F0=9F=92=AC=20fix:=20Temporary=20Chat=20PR?=
 =?UTF-8?q?'s=20broken=20components=20and=20improved=20UI=20(#5705)?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

* 💬 fix: Temporary Chat PR's broken components and improved UI

* 💬 fix: bring back hover effect on AudioRecorder button

* style: adjust position of Mention component popover

* refactor: PromptsCommand typing and style position

* refactor: virtualize mention UI

---------

Co-authored-by: Danny Avila <danny@librechat.ai>
---
 .../components/Chat/Input/AudioRecorder.tsx   |  8 +-
 client/src/components/Chat/Input/ChatForm.tsx | 20 ++--
 client/src/components/Chat/Input/Mention.tsx  | 73 ++++++++++-----
 .../src/components/Chat/Input/MentionItem.tsx | 14 ++-
 .../components/Chat/Input/PromptsCommand.tsx  | 93 +++++++++++++------
 .../components/Chat/Input/TemporaryChat.tsx   | 38 ++++++++
 .../Input/ModelSelect/TemporaryChat.tsx       | 16 ++--
 client/src/localization/languages/Eng.ts      |  1 +
 client/src/store/temporary.ts                 |  7 +-
 package-lock.json                             | 11 +++
 package.json                                  |  1 +
 11 files changed, 196 insertions(+), 86 deletions(-)
 create mode 100644 client/src/components/Chat/Input/TemporaryChat.tsx

diff --git a/client/src/components/Chat/Input/AudioRecorder.tsx b/client/src/components/Chat/Input/AudioRecorder.tsx
index a16d8870aed5..96e29ec50227 100644
--- a/client/src/components/Chat/Input/AudioRecorder.tsx
+++ b/client/src/components/Chat/Input/AudioRecorder.tsx
@@ -13,7 +13,6 @@ export default function AudioRecorder({
   methods,
   textAreaRef,
   isSubmitting,
-  isTemporary = false,
 }: {
   isRTL: boolean;
   disabled: boolean;
@@ -21,7 +20,6 @@ export default function AudioRecorder({
   methods: ReturnType<typeof useChatFormContext>;
   textAreaRef: React.RefObject<HTMLTextAreaElement>;
   isSubmitting: boolean;
-  isTemporary?: boolean;
 }) {
   const { setValue, reset } = methods;
   const localize = useLocalize();
@@ -78,11 +76,7 @@ export default function AudioRecorder({
     if (isLoading === true) {
       return <Spinner className="stroke-gray-700 dark:stroke-gray-300" />;
     }
-    return (
-      <ListeningIcon
-        className={cn(isTemporary ? 'stroke-white' : 'stroke-gray-700 dark:stroke-gray-300')}
-      />
-    );
+    return <ListeningIcon className="stroke-gray-700 dark:stroke-gray-300" />;
   };
 
   return (
diff --git a/client/src/components/Chat/Input/ChatForm.tsx b/client/src/components/Chat/Input/ChatForm.tsx
index acfef0ad5ef0..442d32a45e2a 100644
--- a/client/src/components/Chat/Input/ChatForm.tsx
+++ b/client/src/components/Chat/Input/ChatForm.tsx
@@ -24,6 +24,7 @@ import { cn, removeFocusRings, checkIfScrollable } from '~/utils';
 import FileFormWrapper from './Files/FileFormWrapper';
 import { TextareaAutosize } from '~/components/ui';
 import { useGetFileConfig } from '~/data-provider';
+import { TemporaryChat } from './TemporaryChat';
 import TextareaHeader from './TextareaHeader';
 import PromptsCommand from './PromptsCommand';
 import AudioRecorder from './AudioRecorder';
@@ -47,7 +48,7 @@ const ChatForm = ({ index = 0 }) => {
   const TextToSpeech = useRecoilValue(store.textToSpeech);
   const automaticPlayback = useRecoilValue(store.automaticPlayback);
   const maximizeChatSpace = useRecoilValue(store.maximizeChatSpace);
-  const isTemporary = useRecoilValue(store.isTemporary);
+  const [isTemporaryChat, setIsTemporaryChat] = useRecoilState<boolean>(store.isTemporary);
 
   const isSearching = useRecoilValue(store.isSearching);
   const [showStopButton, setShowStopButton] = useRecoilState(store.showStopButtonByIndex(index));
@@ -145,11 +146,8 @@ const ChatForm = ({ index = 0 }) => {
   const isUploadDisabled: boolean = endpointFileConfig?.disabled ?? false;
 
   const baseClasses = cn(
-    'md:py-3.5 m-0 w-full resize-none bg-surface-tertiary py-[13px] placeholder-black/50 dark:placeholder-white/50 [&:has(textarea:focus)]:shadow-[0_2px_6px_rgba(0,0,0,.05)]',
+    'md:py-3.5 m-0 w-full resize-none py-[13px] bg-surface-tertiary placeholder-black/50 dark:placeholder-white/50 [&:has(textarea:focus)]:shadow-[0_2px_6px_rgba(0,0,0,.05)]',
     isCollapsed ? 'max-h-[52px]' : 'max-h-[65vh] md:max-h-[75vh]',
-    isTemporary
-      ? 'bg-gray-600 text-white placeholder-white/20'
-      : 'bg-surface-tertiary placeholder-black/50 dark:placeholder-white/50',
   );
 
   const uploadActive = endpointSupportsFiles && !isUploadDisabled;
@@ -185,12 +183,11 @@ const ChatForm = ({ index = 0 }) => {
             />
           )}
           <PromptsCommand index={index} textAreaRef={textAreaRef} submitPrompt={submitPrompt} />
-          <div
-            className={cn(
-              'transitional-all relative flex w-full flex-grow flex-col overflow-hidden rounded-3xl text-text-primary ',
-              isTemporary ? 'text-white' : 'duration-200',
-            )}
-          >
+          <div className="transitional-all relative flex w-full flex-grow flex-col overflow-hidden rounded-3xl bg-surface-tertiary text-text-primary duration-200">
+            <TemporaryChat
+              isTemporaryChat={isTemporaryChat}
+              setIsTemporaryChat={setIsTemporaryChat}
+            />
             <TextareaHeader addedConvo={addedConvo} setAddedConvo={setAddedConvo} />
             <FileFormWrapper disableInputs={disableInputs}>
               {endpoint && (
@@ -243,7 +240,6 @@ const ChatForm = ({ index = 0 }) => {
                 textAreaRef={textAreaRef}
                 disabled={!!disableInputs}
                 isSubmitting={isSubmitting}
-                isTemporary={isTemporary}
               />
             )}
             {TextToSpeech && automaticPlayback && <StreamAudio index={index} />}
diff --git a/client/src/components/Chat/Input/Mention.tsx b/client/src/components/Chat/Input/Mention.tsx
index e268bba00f13..c09c23b2bdd3 100644
--- a/client/src/components/Chat/Input/Mention.tsx
+++ b/client/src/components/Chat/Input/Mention.tsx
@@ -1,4 +1,5 @@
 import { useState, useRef, useEffect } from 'react';
+import { AutoSizer, List } from 'react-virtualized';
 import { EModelEndpoint } from 'librechat-data-provider';
 import type { SetterOrUpdater } from 'recoil';
 import type { MentionOption, ConvoGenerator } from '~/common';
@@ -9,6 +10,8 @@ import { useLocalize, useCombobox } from '~/hooks';
 import { removeCharIfLast } from '~/utils';
 import MentionItem from './MentionItem';
 
+const ROW_HEIGHT = 40;
+
 export default function Mention({
   setShowMentionPopover,
   newConversation,
@@ -121,8 +124,41 @@ export default function Mention({
     currentActiveItem?.scrollIntoView({ behavior: 'instant', block: 'nearest' });
   }, [type, activeIndex]);
 
+  const rowRenderer = ({
+    index,
+    key,
+    style,
+  }: {
+    index: number;
+    key: string;
+    style: React.CSSProperties;
+  }) => {
+    const mention = matches[index] as MentionOption;
+    return (
+      <MentionItem
+        type={type}
+        index={index}
+        key={key}
+        style={style}
+        onClick={(e) => {
+          e.preventDefault();
+          e.stopPropagation();
+          if (timeoutRef.current) {
+            clearTimeout(timeoutRef.current);
+          }
+          timeoutRef.current = null;
+          handleSelect(mention);
+        }}
+        name={mention.label ?? ''}
+        icon={mention.icon}
+        description={mention.description}
+        isActive={index === activeIndex}
+      />
+    );
+  };
+
   return (
-    <div className="absolute bottom-16 z-10 w-full space-y-2">
+    <div className="absolute bottom-14 z-10 w-full space-y-2">
       <div className="popover border-token-border-light rounded-2xl border bg-white p-2 shadow-lg dark:bg-gray-700">
         <input
           // The user expects focus to transition to the input field when the popover is opened
@@ -167,27 +203,20 @@ export default function Mention({
           }}
         />
         {open && (
-          <div className="max-h-40 overflow-y-auto">
-            {(matches as MentionOption[]).map((mention, index) => (
-              <MentionItem
-                type={type}
-                index={index}
-                key={`${mention.value}-${index}`}
-                onClick={(e) => {
-                  e.preventDefault();
-                  e.stopPropagation();
-                  if (timeoutRef.current) {
-                    clearTimeout(timeoutRef.current);
-                  }
-                  timeoutRef.current = null;
-                  handleSelect(mention);
-                }}
-                name={mention.label ?? ''}
-                icon={mention.icon}
-                description={mention.description}
-                isActive={index === activeIndex}
-              />
-            ))}
+          <div className="max-h-40">
+            <AutoSizer disableHeight>
+              {({ width }) => (
+                <List
+                  width={width}
+                  overscanRowCount={5}
+                  rowHeight={ROW_HEIGHT}
+                  rowCount={matches.length}
+                  rowRenderer={rowRenderer}
+                  scrollToIndex={activeIndex}
+                  height={Math.min(matches.length * ROW_HEIGHT, 160)}
+                />
+              )}
+            </AutoSizer>
           </div>
         )}
       </div>
diff --git a/client/src/components/Chat/Input/MentionItem.tsx b/client/src/components/Chat/Input/MentionItem.tsx
index 7cdaa127c5d2..fcfb22c3124e 100644
--- a/client/src/components/Chat/Input/MentionItem.tsx
+++ b/client/src/components/Chat/Input/MentionItem.tsx
@@ -10,6 +10,7 @@ export interface MentionItemProps {
   icon?: React.ReactNode;
   isActive?: boolean;
   description?: string;
+  style?: React.CSSProperties;
 }
 
 export default function MentionItem({
@@ -19,21 +20,28 @@ export default function MentionItem({
   icon,
   isActive,
   description,
+  style,
   type = 'mention',
 }: MentionItemProps) {
   return (
-    <button tabIndex={index} onClick={onClick} id={`${type}-item-${index}`} className="w-full">
+    <button
+      tabIndex={index}
+      onClick={onClick}
+      id={`${type}-item-${index}`}
+      className="w-full"
+      style={style}
+    >
       <div
         className={cn(
           'text-token-text-primary bg-token-main-surface-secondary group flex h-10 items-center gap-2 rounded-lg px-2 text-sm font-medium hover:bg-surface-secondary',
-          isActive ? 'bg-surface-active' : 'bg-transparent',
+          isActive === true ? 'bg-surface-active' : 'bg-transparent',
         )}
       >
         <div className="flex h-5 w-5 flex-shrink-0 items-center justify-center">{icon}</div>
         <div className="flex min-w-0 flex-grow items-center justify-between">
           <div className="truncate">
             <span className="font-medium">{name}</span>
-            {description ? (
+            {description != null && description ? (
               <span className="text-token-text-tertiary ml-2 text-sm font-light">
                 {description}
               </span>
diff --git a/client/src/components/Chat/Input/PromptsCommand.tsx b/client/src/components/Chat/Input/PromptsCommand.tsx
index 610913367c1e..476314360047 100644
--- a/client/src/components/Chat/Input/PromptsCommand.tsx
+++ b/client/src/components/Chat/Input/PromptsCommand.tsx
@@ -1,4 +1,5 @@
 import { useState, useRef, useEffect, useMemo, memo, useCallback } from 'react';
+import { AutoSizer, List } from 'react-virtualized';
 import { useSetRecoilState, useRecoilValue } from 'recoil';
 import { PermissionTypes, Permissions } from 'librechat-data-provider';
 import type { TPromptGroup } from 'librechat-data-provider';
@@ -42,6 +43,8 @@ const PopoverContainer = memo(
   },
 );
 
+const ROW_HEIGHT = 40;
+
 function PromptsCommand({
   index,
   textAreaRef,
@@ -63,8 +66,10 @@ function PromptsCommand({
       const mappedArray = data.map((group) => ({
         id: group._id,
         value: group.command ?? group.name,
-        label: `${group.command ? `/${group.command} - ` : ''}${group.name}: ${
-          group.oneliner?.length ? group.oneliner : group.productionPrompt?.prompt ?? ''
+        label: `${group.command != null && group.command ? `/${group.command} - ` : ''}${
+          group.name
+        }: ${
+          (group.oneliner?.length ?? 0) > 0 ? group.oneliner : group.productionPrompt?.prompt ?? ''
         }`,
         icon: <CategoryIcon category={group.category ?? ''} className="h-5 w-5" />,
       }));
@@ -85,12 +90,12 @@ function PromptsCommand({
   const [variableGroup, setVariableGroup] = useState<TPromptGroup | null>(null);
   const setShowPromptsPopover = useSetRecoilState(store.showPromptsPopoverFamily(index));
 
-  const prompts = useMemo(() => data?.promptGroups ?? [], [data]);
-  const promptsMap = useMemo(() => data?.promptsMap ?? {}, [data]);
+  const prompts = useMemo(() => data?.promptGroups, [data]);
+  const promptsMap = useMemo(() => data?.promptsMap, [data]);
 
   const { open, setOpen, searchValue, setSearchValue, matches } = useCombobox({
     value: '',
-    options: prompts,
+    options: prompts ?? [],
   });
 
   const handleSelect = useCallback(
@@ -107,22 +112,20 @@ function PromptsCommand({
         removeCharIfLast(textAreaRef.current, commandChar);
       }
 
-      const isValidPrompt = mention && promptsMap && promptsMap[mention.id];
-
-      if (!isValidPrompt) {
+      const group = promptsMap?.[mention.id];
+      if (!group) {
         return;
       }
 
-      const group = promptsMap[mention.id];
       const hasVariables = detectVariables(group.productionPrompt?.prompt ?? '');
-      if (group && hasVariables) {
+      if (hasVariables) {
         if (e && e.key === 'Tab') {
           e.preventDefault();
         }
         setVariableGroup(group);
         setVariableDialogOpen(true);
         return;
-      } else if (group) {
+      } else {
         submitPrompt(group.productionPrompt?.prompt ?? '');
       }
     },
@@ -154,6 +157,37 @@ function PromptsCommand({
     return null;
   }
 
+  const rowRenderer = ({
+    index,
+    key,
+    style,
+  }: {
+    index: number;
+    key: string;
+    style: React.CSSProperties;
+  }) => {
+    const mention = matches[index] as PromptOption;
+    return (
+      <MentionItem
+        index={index}
+        type="prompt"
+        key={key}
+        style={style}
+        onClick={() => {
+          if (timeoutRef.current) {
+            clearTimeout(timeoutRef.current);
+          }
+          timeoutRef.current = null;
+          handleSelect(mention);
+        }}
+        name={mention.label ?? ''}
+        icon={mention.icon}
+        description={mention.description}
+        isActive={index === activeIndex}
+      />
+    );
+  };
+
   return (
     <PopoverContainer
       index={index}
@@ -161,7 +195,7 @@ function PromptsCommand({
       variableGroup={variableGroup}
       setVariableDialogOpen={setVariableDialogOpen}
     >
-      <div className="absolute bottom-16 z-10 w-full space-y-2">
+      <div className="absolute bottom-14 z-10 w-full space-y-2">
         <div className="popover border-token-border-light rounded-2xl border bg-surface-tertiary-alt p-2 shadow-lg">
           <input
             // The user expects focus to transition to the input field when the popover is opened
@@ -213,24 +247,23 @@ function PromptsCommand({
               }
 
               if (!isLoading && open) {
-                return (matches as PromptOption[]).map((mention, index) => (
-                  <MentionItem
-                    index={index}
-                    type="prompt"
-                    key={`${mention.value}-${index}`}
-                    onClick={() => {
-                      if (timeoutRef.current) {
-                        clearTimeout(timeoutRef.current);
-                      }
-                      timeoutRef.current = null;
-                      handleSelect(mention);
-                    }}
-                    name={mention.label ?? ''}
-                    icon={mention.icon}
-                    description={mention.description}
-                    isActive={index === activeIndex}
-                  />
-                ));
+                return (
+                  <div className="max-h-40">
+                    <AutoSizer disableHeight>
+                      {({ width }) => (
+                        <List
+                          width={width}
+                          overscanRowCount={5}
+                          rowHeight={ROW_HEIGHT}
+                          rowCount={matches.length}
+                          rowRenderer={rowRenderer}
+                          scrollToIndex={activeIndex}
+                          height={Math.min(matches.length * ROW_HEIGHT, 160)}
+                        />
+                      )}
+                    </AutoSizer>
+                  </div>
+                );
               }
               return null;
             })()}
diff --git a/client/src/components/Chat/Input/TemporaryChat.tsx b/client/src/components/Chat/Input/TemporaryChat.tsx
new file mode 100644
index 000000000000..4c9ad898c193
--- /dev/null
+++ b/client/src/components/Chat/Input/TemporaryChat.tsx
@@ -0,0 +1,38 @@
+import { MessageCircleDashed, X } from 'lucide-react';
+import { useLocalize } from '~/hooks';
+
+interface TemporaryChatProps {
+  isTemporaryChat: boolean;
+  setIsTemporaryChat: (value: boolean) => void;
+}
+
+export const TemporaryChat = ({ isTemporaryChat, setIsTemporaryChat }: TemporaryChatProps) => {
+  const localize = useLocalize();
+
+  if (!isTemporaryChat) {
+    return null;
+  }
+
+  return (
+    <div className="divide-token-border-light m-1.5 flex flex-col divide-y overflow-hidden rounded-b-lg rounded-t-2xl bg-surface-secondary-alt">
+      <div className="flex items-start gap-4 py-2.5 pl-3 pr-1.5 text-sm">
+        <span className="mt-0 flex h-6 w-6 flex-shrink-0 items-center justify-center">
+          <div className="icon-md">
+            <MessageCircleDashed className="icon-md" />
+          </div>
+        </span>
+        <span className="text-token-text-secondary line-clamp-3 flex-1 py-0.5 font-semibold">
+          {localize('com_ui_temporary_chat')}
+        </span>
+        <button
+          className="text-token-text-secondary flex-shrink-0"
+          type="button"
+          aria-label="Close temporary chat"
+          onClick={() => setIsTemporaryChat(false)}
+        >
+          <X className="pr-1" />
+        </button>
+      </div>
+    </div>
+  );
+};
diff --git a/client/src/components/Input/ModelSelect/TemporaryChat.tsx b/client/src/components/Input/ModelSelect/TemporaryChat.tsx
index d8b83086895f..1f4168d953c9 100644
--- a/client/src/components/Input/ModelSelect/TemporaryChat.tsx
+++ b/client/src/components/Input/ModelSelect/TemporaryChat.tsx
@@ -4,15 +4,16 @@ import { MessageCircleDashed } from 'lucide-react';
 import { useRecoilState, useRecoilValue } from 'recoil';
 import { Constants, getConfigDefaults } from 'librechat-data-provider';
 import { useGetStartupConfig } from '~/data-provider';
-import temporaryStore from '~/store/temporary';
 import { Switch } from '~/components/ui';
+import { useLocalize } from '~/hooks';
 import { cn } from '~/utils';
 import store from '~/store';
 
 export const TemporaryChat = () => {
+  const localize = useLocalize();
   const { data: startupConfig } = useGetStartupConfig();
   const defaultInterface = getConfigDefaults().interface;
-  const [isTemporary, setIsTemporary] = useRecoilState(temporaryStore.isTemporary);
+  const [isTemporary, setIsTemporary] = useRecoilState(store.isTemporary);
   const conversation = useRecoilValue(store.conversationByIndex(0)) || undefined;
   const conversationId = conversation?.conversationId ?? '';
   const interfaceConfig = useMemo(
@@ -20,7 +21,7 @@ export const TemporaryChat = () => {
     [startupConfig],
   );
 
-  if (!interfaceConfig.temporaryChat) {
+  if (interfaceConfig.temporaryChat === false) {
     return null;
   }
 
@@ -39,20 +40,21 @@ export const TemporaryChat = () => {
   };
 
   return (
-    <div className="sticky bottom-0 border-t border-gray-200 bg-white px-6 py-4 dark:border-gray-700 dark:bg-gray-700">
+    <div className="sticky bottom-0 border-none bg-surface-tertiary px-6 py-4 ">
       <div className="flex items-center">
         <div className={cn('flex flex-1 items-center gap-2', isActiveConvo && 'opacity-40')}>
           <MessageCircleDashed className="icon-sm" />
-          <span className="text-sm text-gray-700 dark:text-gray-300">Temporary Chat</span>
+          <span className="text-sm text-text-primary">{localize('com_ui_temporary_chat')}</span>
         </div>
         <div className="ml-auto flex items-center">
           <Switch
-            id="enableUserMsgMarkdown"
+            id="temporary-chat-switch"
             checked={isTemporary}
             onCheckedChange={onClick}
             disabled={isActiveConvo}
             className="ml-4"
-            data-testid="enableUserMsgMarkdown"
+            aria-label="Toggle temporary chat"
+            data-testid="temporary-chat-switch"
           />
         </div>
       </div>
diff --git a/client/src/localization/languages/Eng.ts b/client/src/localization/languages/Eng.ts
index 338609101afe..358d8fb59554 100644
--- a/client/src/localization/languages/Eng.ts
+++ b/client/src/localization/languages/Eng.ts
@@ -463,6 +463,7 @@ export default {
   com_ui_shared_link_delete_success: 'Successfully deleted shared link',
   com_ui_shared_link_bulk_delete_success: 'Successfully deleted shared links',
   com_ui_search: 'Search',
+  com_ui_temporary_chat: 'Temporary Chat',
   com_auth_error_login:
     'Unable to login with the information provided. Please check your credentials and try again.',
   com_auth_error_login_rl:
diff --git a/client/src/store/temporary.ts b/client/src/store/temporary.ts
index b82bb789c36c..cddea0615584 100644
--- a/client/src/store/temporary.ts
+++ b/client/src/store/temporary.ts
@@ -1,9 +1,6 @@
-import { atom } from 'recoil';
+import { atomWithLocalStorage } from '~/store/utils';
 
-const isTemporary = atom<boolean>({
-  key: 'isTemporary',
-  default: false,
-});
+const isTemporary = atomWithLocalStorage('isTemporary', false);
 
 export default {
   isTemporary,
diff --git a/package-lock.json b/package-lock.json
index f05d0d85b406..4d75979ea328 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -16,6 +16,7 @@
       "devDependencies": {
         "@axe-core/playwright": "^4.9.1",
         "@playwright/test": "^1.38.1",
+        "@types/react-virtualized": "^9.22.0",
         "@typescript-eslint/eslint-plugin": "^5.62.0",
         "@typescript-eslint/parser": "^5.62.0",
         "cross-env": "^7.0.3",
@@ -15126,6 +15127,16 @@
         "@types/react": "*"
       }
     },
+    "node_modules/@types/react-virtualized": {
+      "version": "9.22.0",
+      "resolved": "https://registry.npmjs.org/@types/react-virtualized/-/react-virtualized-9.22.0.tgz",
+      "integrity": "sha512-JL/YCCFZ123za//cj10Apk54F0UGFMrjOE0QHTuXt1KBMFrzLOGv9/x6Uc/pZ0Gaf4o6w61Fostvlw0DwuPXig==",
+      "dev": true,
+      "dependencies": {
+        "@types/prop-types": "*",
+        "@types/react": "*"
+      }
+    },
     "node_modules/@types/resolve": {
       "version": "1.20.2",
       "resolved": "https://registry.npmjs.org/@types/resolve/-/resolve-1.20.2.tgz",
diff --git a/package.json b/package.json
index 9e43048f91c4..02e05722d5df 100644
--- a/package.json
+++ b/package.json
@@ -82,6 +82,7 @@
   "devDependencies": {
     "@axe-core/playwright": "^4.9.1",
     "@playwright/test": "^1.38.1",
+    "@types/react-virtualized": "^9.22.0",
     "@typescript-eslint/eslint-plugin": "^5.62.0",
     "@typescript-eslint/parser": "^5.62.0",
     "cross-env": "^7.0.3",

From 18339ec7bbdeace54e72821a40988c15f80083b2 Mon Sep 17 00:00:00 2001
From: 5026 <40320172+SN-Koarashi@users.noreply.github.com>
Date: Fri, 7 Feb 2025 09:16:22 +0800
Subject: [PATCH 3/3] =?UTF-8?q?=F0=9F=8C=8D=20i18n:=20"Balance"=20Localiza?=
 =?UTF-8?q?tion=20For=20ZhTraditional=20(#5682)?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 client/src/localization/languages/ZhTraditional.ts | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/client/src/localization/languages/ZhTraditional.ts b/client/src/localization/languages/ZhTraditional.ts
index 165d8a4b0320..003a09bf61c5 100644
--- a/client/src/localization/languages/ZhTraditional.ts
+++ b/client/src/localization/languages/ZhTraditional.ts
@@ -881,5 +881,5 @@ export default {
   com_ui_collapse_chat: '收合對話',
   com_endpoint_message_new: '訊息 {0}',
   com_ui_speech_while_submitting: '正在產生回應時無法送出語音',
-  com_nav_balance: '余額',
+  com_nav_balance: '餘額',
 };