📝 fix: Mistral OCR Image Support and Azure Agent Titles (#6901)

* fix: azure title model

* refactor: typing for uploadMistralOCR

* fix: update conversation ID handling in useSSE for better state management, only use PENDING_CONVO for new conversations

* fix: streamline conversation ID handling in useSSE for simplicity, only needs state update to prevent draft from applying

* fix: update performOCR and tests to support document and image URLs with appropriate types

api/server/controllers/agents/client.js

@@ -33,6 +33,7 @@ const { addCacheControl, createContextHandlers } = require('~/app/clients/prompt
 const { spendTokens, spendStructuredTokens } = require('~/models/spendTokens');
 const { getBufferString, HumanMessage } = require('@langchain/core/messages');
 const { encodeAndFormat } = require('~/server/services/Files/images/encode');
+const initOpenAI = require('~/server/services/Endpoints/openAI/initialize');
 const Tokenizer = require('~/server/services/Tokenizer');
 const BaseClient = require('~/app/clients/BaseClient');
 const { logger, sendEvent } = require('~/config');
@@ -931,14 +932,16 @@ class AgentClient extends BaseClient {
       throw new Error('Run not initialized');
     }
     const { handleLLMEnd, collected: collectedMetadata } = createMetadataAggregator();
+    const endpoint = this.options.agent.endpoint;
+    const { req, res } = this.options;
     /** @type {import('@librechat/agents').ClientOptions} */
-    const clientOptions = {
+    let clientOptions = {
       maxTokens: 75,
     };
-    let endpointConfig = this.options.req.app.locals[this.options.agent.endpoint];
+    let endpointConfig = req.app.locals[endpoint];
     if (!endpointConfig) {
       try {
-        endpointConfig = await getCustomEndpointConfig(this.options.agent.endpoint);
+        endpointConfig = await getCustomEndpointConfig(endpoint);
       } catch (err) {
         logger.error(
           '[api/server/controllers/agents/client.js #titleConvo] Error getting custom endpoint config',
@@ -953,6 +956,28 @@ class AgentClient extends BaseClient {
     ) {
       clientOptions.model = endpointConfig.titleModel;
     }
+    if (
+      endpoint === EModelEndpoint.azureOpenAI &&
+      clientOptions.model &&
+      this.options.agent.model_parameters.model !== clientOptions.model
+    ) {
+      clientOptions =
+        (
+          await initOpenAI({
+            req,
+            res,
+            optionsOnly: true,
+            overrideModel: clientOptions.model,
+            overrideEndpoint: endpoint,
+            endpointOption: {
+              model_parameters: clientOptions,
+            },
+          })
+        )?.llmConfig ?? clientOptions;
+    }
+    if (/\b(o1|o3)\b/i.test(clientOptions.model) && clientOptions.maxTokens != null) {
+      delete clientOptions.maxTokens;
+    }
     try {
       const titleResult = await this.run.generateTitle({
         inputText: text,

api/server/services/Files/MistralOCR/crud.js

@@ -69,16 +69,20 @@ async function getSignedUrl({
 /**
  * @param {Object} params
  * @param {string} params.apiKey
- * @param {string} params.documentUrl
+ * @param {string} params.url - The document or image URL
+ * @param {string} [params.documentType='document_url'] - 'document_url' or 'image_url'
+ * @param {string} [params.model]
  * @param {string} [params.baseURL]
  * @returns {Promise<OCRResult>}
  */
 async function performOCR({
   apiKey,
-  documentUrl,
+  url,
+  documentType = 'document_url',
   model = 'mistral-ocr-latest',
   baseURL = 'https://api.mistral.ai/v1',
 }) {
+  const documentKey = documentType === 'image_url' ? 'image_url' : 'document_url';
   return axios
     .post(
       `${baseURL}/ocr`,
@@ -86,8 +90,8 @@ async function performOCR({
         model,
         include_image_base64: false,
         document: {
-          type: 'document_url',
-          document_url: documentUrl,
+          type: documentType,
+          [documentKey]: url,
         },
       },
       {
@@ -109,6 +113,19 @@ function extractVariableName(str) {
   return match ? match[1] : null;
 }
 
+/**
+ * Uploads a file to the Mistral OCR API and processes the OCR result.
+ *
+ * @param {Object} params - The params object.
+ * @param {ServerRequest} params.req - The request object from Express. It should have a `user` property with an `id`
+ *                       representing the user
+ * @param {Express.Multer.File} params.file - The file object, which is part of the request. The file object should
+ *                                     have a `mimetype` property that tells us the file type
+ * @param {string} params.file_id - The file ID.
+ * @param {string} [params.entity_id] - The entity ID, not used here but passed for consistency.
+ * @returns {Promise<{ filepath: string, bytes: number }>} - The result object containing the processed `text` and `images` (not currently used),
+ *                       along with the `filename` and `bytes` properties.
+ */
 const uploadMistralOCR = async ({ req, file, file_id, entity_id }) => {
   try {
     /** @type {TCustomConfig['ocr']} */
@@ -160,11 +177,18 @@ const uploadMistralOCR = async ({ req, file, file_id, entity_id }) => {
       fileId: mistralFile.id,
     });
 
+    const mimetype = (file.mimetype || '').toLowerCase();
+    const originalname = file.originalname || '';
+    const isImage =
+      mimetype.startsWith('image') || /\.(png|jpe?g|gif|bmp|webp|tiff?)$/i.test(originalname);
+    const documentType = isImage ? 'image_url' : 'document_url';
+
     const ocrResult = await performOCR({
       apiKey,
       baseURL,
       model,
-      documentUrl: signedUrlResponse.url,
+      url: signedUrlResponse.url,
+      documentType,
     });
 
     let aggregatedText = '';

api/server/services/Files/MistralOCR/crud.spec.js

@@ -172,7 +172,7 @@ describe('MistralOCR Service', () => {
   });
 
   describe('performOCR', () => {
-    it('should perform OCR using Mistral API', async () => {
+    it('should perform OCR using Mistral API (document_url)', async () => {
       const mockResponse = {
         data: {
           pages: [{ markdown: 'Page 1 content' }, { markdown: 'Page 2 content' }],
@@ -182,8 +182,9 @@ describe('MistralOCR Service', () => {
 
       const result = await performOCR({
         apiKey: 'test-api-key',
-        documentUrl: 'https://document-url.com',
+        url: 'https://document-url.com',
         model: 'mistral-ocr-latest',
+        documentType: 'document_url',
       });
 
       expect(mockAxios.post).toHaveBeenCalledWith(
@@ -206,6 +207,41 @@ describe('MistralOCR Service', () => {
       expect(result).toEqual(mockResponse.data);
     });
 
+    it('should perform OCR using Mistral API (image_url)', async () => {
+      const mockResponse = {
+        data: {
+          pages: [{ markdown: 'Image OCR content' }],
+        },
+      };
+      mockAxios.post.mockResolvedValueOnce(mockResponse);
+
+      const result = await performOCR({
+        apiKey: 'test-api-key',
+        url: 'https://image-url.com/image.png',
+        model: 'mistral-ocr-latest',
+        documentType: 'image_url',
+      });
+
+      expect(mockAxios.post).toHaveBeenCalledWith(
+        'https://api.mistral.ai/v1/ocr',
+        {
+          model: 'mistral-ocr-latest',
+          include_image_base64: false,
+          document: {
+            type: 'image_url',
+            image_url: 'https://image-url.com/image.png',
+          },
+        },
+        {
+          headers: {
+            'Content-Type': 'application/json',
+            Authorization: 'Bearer test-api-key',
+          },
+        },
+      );
+      expect(result).toEqual(mockResponse.data);
+    });
+
     it('should handle errors during OCR processing', async () => {
       const errorMessage = 'OCR processing error';
       mockAxios.post.mockRejectedValueOnce(new Error(errorMessage));
@@ -213,7 +249,7 @@ describe('MistralOCR Service', () => {
       await expect(
         performOCR({
           apiKey: 'test-api-key',
-          documentUrl: 'https://document-url.com',
+          url: 'https://document-url.com',
         }),
       ).rejects.toThrow();
 
@@ -295,6 +331,7 @@ describe('MistralOCR Service', () => {
       const file = {
         path: '/tmp/upload/file.pdf',
         originalname: 'document.pdf',
+        mimetype: 'application/pdf',
       };
 
       const result = await uploadMistralOCR({
@@ -322,6 +359,90 @@ describe('MistralOCR Service', () => {
       });
     });
 
+    it('should process OCR for an image file and use image_url type', async () => {
+      const { loadAuthValues } = require('~/server/services/Tools/credentials');
+      loadAuthValues.mockResolvedValue({
+        OCR_API_KEY: 'test-api-key',
+        OCR_BASEURL: 'https://api.mistral.ai/v1',
+      });
+
+      // Mock file upload response
+      mockAxios.post.mockResolvedValueOnce({
+        data: { id: 'file-456', purpose: 'ocr' },
+      });
+
+      // Mock signed URL response
+      mockAxios.get.mockResolvedValueOnce({
+        data: { url: 'https://signed-url.com/image.png' },
+      });
+
+      // Mock OCR response for image
+      mockAxios.post.mockResolvedValueOnce({
+        data: {
+          pages: [
+            {
+              markdown: 'Image OCR result',
+              images: [{ image_base64: 'imgbase64' }],
+            },
+          ],
+        },
+      });
+
+      const req = {
+        user: { id: 'user456' },
+        app: {
+          locals: {
+            ocr: {
+              apiKey: '${OCR_API_KEY}',
+              baseURL: '${OCR_BASEURL}',
+              mistralModel: 'mistral-medium',
+            },
+          },
+        },
+      };
+
+      const file = {
+        path: '/tmp/upload/image.png',
+        originalname: 'image.png',
+        mimetype: 'image/png',
+      };
+
+      const result = await uploadMistralOCR({
+        req,
+        file,
+        file_id: 'file456',
+        entity_id: 'entity456',
+      });
+
+      expect(fs.createReadStream).toHaveBeenCalledWith('/tmp/upload/image.png');
+
+      expect(loadAuthValues).toHaveBeenCalledWith({
+        userId: 'user456',
+        authFields: ['OCR_BASEURL', 'OCR_API_KEY'],
+        optional: expect.any(Set),
+      });
+
+      // Check that the OCR API was called with image_url type
+      expect(mockAxios.post).toHaveBeenCalledWith(
+        'https://api.mistral.ai/v1/ocr',
+        expect.objectContaining({
+          document: expect.objectContaining({
+            type: 'image_url',
+            image_url: 'https://signed-url.com/image.png',
+          }),
+        }),
+        expect.any(Object),
+      );
+
+      expect(result).toEqual({
+        filename: 'image.png',
+        bytes: expect.any(Number),
+        filepath: 'mistral_ocr',
+        text: expect.stringContaining('Image OCR result'),
+        images: ['imgbase64'],
+      });
+    });
+
     it('should process variable references in configuration', async () => {
       // Setup mocks with environment variables
       const { loadAuthValues } = require('~/server/services/Tools/credentials');

api/server/services/Files/process.js

@@ -520,7 +520,7 @@ const processAgentFileUpload = async ({ req, res, metadata }) => {
       throw new Error('OCR capability is not enabled for Agents');
     }
 
-    const { handleFileUpload } = getStrategyFunctions(
+    const { handleFileUpload: uploadMistralOCR } = getStrategyFunctions(
       req.app.locals?.ocr?.strategy ?? FileSources.mistral_ocr,
     );
     const { file_id, temp_file_id } = metadata;
@@ -532,7 +532,7 @@ const processAgentFileUpload = async ({ req, res, metadata }) => {
       images,
       filename,
       filepath: ocrFileURL,
-    } = await handleFileUpload({ req, file, file_id, entity_id: agent_id, basePath });
+    } = await uploadMistralOCR({ req, file, file_id, entity_id: agent_id, basePath });
 
     const fileInfo = removeNullishValues({
       text,
@@ -540,7 +540,7 @@ const processAgentFileUpload = async ({ req, res, metadata }) => {
       file_id,
       temp_file_id,
       user: req.user.id,
-      type: file.mimetype,
+      type: 'text/plain',
       filepath: ocrFileURL,
       source: FileSources.text,
       filename: filename ?? file.originalname,

client/src/hooks/SSE/useSSE.ts

@@ -128,7 +128,7 @@ export default function useSSE(
       return {
         ...prev,
         title,
-        conversationId: Constants.PENDING_CONVO as string,
+        conversationId: prev?.conversationId,
       };
     });
     let { payload } = payloadData;