diff --git a/docs/self-hosting/server-database/vercel.mdx b/docs/self-hosting/server-database/vercel.mdx index 32d750c8b8c2..1dd753f5f3d3 100644 --- a/docs/self-hosting/server-database/vercel.mdx +++ b/docs/self-hosting/server-database/vercel.mdx @@ -1,8 +1,7 @@ --- title: Deploy LobeChat with database on Vercel description: >- - Learn how to deploy LobeChat with database on Vercel with ease, including: - database, authentication and S3 storage service. + Learn how to deploy LobeChat with database on Vercel with ease, including: database, authentication and S3 storage service. tags: - Deploy LobeChat - Vercel Deployment @@ -44,55 +43,64 @@ In Vercel's deployment environment variables, add `DATABASE_URL` and other envir - - Please confirm the `Postgres` type provided by your vendor. If it is `Node Postgres`, switch to the `Node Postgres` Tab. + + Please confirm the `Postgres` type provided by your vendor. If it is `Node Postgres`, switch to + the `Node Postgres` Tab. - Variables to be filled for Serverless Postgres are as follows: +Variables to be filled for Serverless Postgres are as follows: - ```shell - # Serverless Postgres DB Url - DATABASE_URL= +```shell +# Serverless Postgres DB Url +DATABASE_URL= - # Specify service mode as server, otherwise it will not enter the server-side database - NEXT_PUBLIC_SERVICE_MODE=server - ``` +# Specify service mode as server, otherwise it will not enter the server-side database +NEXT_PUBLIC_SERVICE_MODE=server +``` - An example of filling in Vercel is as follows: +An example of filling in Vercel is as follows: - {'Add +{'Add Variables to be filled for Node Postgres are as follows: - ```shell - # Node Postgres DB Url - DATABASE_URL= +```shell +# Node Postgres DB Url +DATABASE_URL= - # Specify Postgres database driver as node - DATABASE_DRIVER=node +# Specify Postgres database driver as node +DATABASE_DRIVER=node - # Specify service mode as server, otherwise it will not enter the server-side database - NEXT_PUBLIC_SERVICE_MODE=server - ``` +# Specify service mode as server, otherwise it will not enter the server-side database +NEXT_PUBLIC_SERVICE_MODE=server +``` - An example of filling in Vercel is as follows: +An example of filling in Vercel is as follows: - {'Add +{'Add -If you wish to enable SSL when connecting to the database, please refer to the [link](https://stackoverflow.com/questions/14021998/using-psql-to-connect-to-postgresql-in-ssl-mode) for setup instructions. + If you wish to enable SSL when connecting to the database, please refer to the + [link](https://stackoverflow.com/questions/14021998/using-psql-to-connect-to-postgresql-in-ssl-mode) + for setup instructions. ### Add the `KEY_VAULTS_SECRET` Environment Variable -After adding the DATABASE\_URL environment variable for the database, you need to add a `KEY_VAULTS_SECRET` environment variable. This variable is used to encrypt sensitive information such as apikeys stored by users. You can generate a random 32-character string as the key using `openssl rand -base64 32`. +After adding the DATABASE_URL environment variable for the database, you need to add a `KEY_VAULTS_SECRET` environment variable. This variable is used to encrypt sensitive information such as apikeys stored by users. You can generate a random 32-character string as the key using `openssl rand -base64 32`. ```shell KEY_VAULTS_SECRET=jgwsK28dspyVQoIf8/M3IIHl1h6LYYceSYNXeLpy6uk= @@ -110,10 +118,11 @@ The server-side database needs to be paired with a user authentication service t ### Prepare Clerk Authentication Service -Go to [Clerk](https://clerk.com?utm_source=lobehub\&utm_medium=docs) to register and create an application to obtain the corresponding Public Key and Secret Key. +Go to [Clerk](https://clerk.com?utm_source=lobehub&utm_medium=docs) to register and create an application to obtain the corresponding Public Key and Secret Key. -If you are not familiar with Clerk, you can refer to [Authentication Service-Clerk](/en/docs/self-hosting/advanced/authentication#clerk) for details on using Clerk. + If you are not familiar with Clerk, you can refer to [Authentication + Service-Clerk](/en/docs/self-hosting/advanced/authentication#clerk) for details on using Clerk. ### Add Public and Private Key Environment Variables in Vercel @@ -121,11 +130,9 @@ If you are not familiar with Clerk, you can refer to [Authentication Service-Cle In Vercel's deployment environment variables, add the `NEXT_PUBLIC_CLERK_PUBLISHABLE_KEY` and `CLERK_SECRET_KEY` environment variables. You can click on "API Keys" in the menu, then copy the corresponding values and paste them into Vercel's environment variables. - -> - + alt={'Find the corresponding public and private key environment variables in Clerk'} + src={'https://github.com/lobehub/lobe-chat/assets/28616219/89883703-7a1a-4a11-b944-5d804544e57c'} +/> The environment variables required for this step are as follows: @@ -137,11 +144,9 @@ CLERK_SECRET_KEY=sk_live_xxxxxxxxxxxxxxxxxxxxxx Add the above variables to Vercel: - -> - + alt={'Add Clerk public and private key environment variables in Vercel'} + src={'https://github.com/lobehub/lobe-chat/assets/28616219/2bfa13df-6e20-4768-97c0-4dad06c85a2f'} +/> ### Create and Configure Webhook in Clerk @@ -150,21 +155,22 @@ Since we let Clerk fully handle user authentication and management, we need Cler We need to add an endpoint in Clerk's Webhooks to inform Clerk to send notifications to this endpoint when a user's information changes. - -> - + alt={'Add Webhooks endpoint in Clerk'} + src={'https://github.com/lobehub/lobe-chat/assets/28616219/f50f47fb-5e8e-4930-bf4e-8cf6f5b8afb9'} +/> Fill in the endpoint with the URL of your Vercel project, such as `https://your-project.vercel.app/api/webhooks/clerk`. Then, subscribe to events by checking the three user events (`user.created`, `user.deleted`, `user.updated`), and click create. -The `https://` in the URL is essential to maintain the integrity of the URL. + + The `https://` in the URL is essential to maintain the integrity of the URL. + {'Configure > + ### Add Webhook Secret to Vercel Environment Variables @@ -176,6 +182,7 @@ alt={'View Clerk Webhooks secret'} src={'https://github.com/lobehub/lobe-chat/assets/28616219/fab4abb2-584b-49de-9340-813382951635'}> > + The environment variable corresponding to this secret is `CLERK_WEBHOOK_SECRET`: @@ -187,11 +194,9 @@ CLERK_WEBHOOK_SECRET=whsec_xxxxxxxxxxxxxxxxxxxxxx Add it to Vercel's environment variables: - -> - + alt={'Add Clerk Webhooks secret in Vercel'} + src={'https://github.com/lobehub/lobe-chat/assets/28616219/5fdc9479-007f-46ab-9d6e-a9603e949116'} +/> @@ -202,7 +207,9 @@ By completing these steps, you have successfully configured the Clerk authentica In the server-side database, we need to configure the S3 storage service to store files. -In this article, S3 refers to a compatible S3 storage solution, which supports object storage systems that comply with the Amazon S3 API. Common examples include Cloudflare R2, Alibaba Cloud OSS, etc., all of which support S3-compatible APIs. + In this article, S3 refers to a compatible S3 storage solution, which supports object storage + systems that comply with the Amazon S3 API. Common examples include Cloudflare R2, Alibaba Cloud + OSS, etc., all of which support S3-compatible APIs. @@ -216,13 +223,14 @@ The interface of Cloudflare R2 is shown below: {'Cloudflare +/> When creating a storage bucket, specify its name and then click create. + {'Create +/> ### Obtain Environment Variables for the Bucket @@ -231,7 +239,7 @@ In the settings of the R2 storage bucket, you can view the bucket configuration {'View +/> The corresponding environment variables are: @@ -244,7 +252,9 @@ S3_ENDPOINT=https://0b33a03b5c993fd2f453379dc36558e5.r2.cloudflarestorage.com NEXT_PUBLIC_S3_DOMAIN=https://s3-for-lobechat.your-domain.com ``` -`S3_ENDPOINT` must have its path removed, otherwise uploaded files will not be accessible + + `S3_ENDPOINT` must have its path removed, otherwise uploaded files will not be accessible + ### Obtain S3 Key Environment Variables @@ -253,28 +263,28 @@ You need to obtain the access key for S3 so that the LobeChat server has permiss {'View +/> Click the button in the upper right corner to create an API token and enter the create API Token page. {'Create +/> Since our server-side database needs to read and write to the S3 storage service, the permission needs to be set to `Object Read and Write`, then click create. {'Configure +/> After creation, you can see the corresponding S3 API token. {'Copy +/> The corresponding environment variables are: @@ -287,7 +297,9 @@ S3_SECRET_ACCESS_KEY=55af75d8eb6b99f189f6a35f855336ea62cd9c4751a5cf4337c53c1d3f4 The steps to obtain the required environment variables may vary for different S3 service providers, but the obtained environment variables should be consistent: -The `https://` in the URL is essential and must be maintained for the completeness of the URL. + + The `https://` in the URL is essential and must be maintained for the completeness of the URL. + ```shell # S3 Keys @@ -310,7 +322,7 @@ Then, insert the above environment variables into Vercel's environment variables {'Adding +/> ### Configuring Cross-Origin Resource Sharing (CORS) @@ -328,7 +340,7 @@ Add a CORS rule to allow requests from your domain (in this case, `https://your- {'Configuring +/> Example configuration: @@ -356,11 +368,9 @@ After completing the steps above, the configuration of the server-side database After configuring the environment variables, you need to redeploy the latest commit and wait for the deployment to complete. - -> - + alt={'Redeploy the latest commit'} + src={'https://github.com/lobehub/lobe-chat/assets/28616219/b3a78112-adc8-4837-b4e3-48f67058f16e'} +/> ### Check if the features are working properly @@ -368,18 +378,12 @@ If you click on the login button in the top left corner and the login popup appe {'User - -> - +src={'https://github.com/lobehub/lobe-chat/assets/28616219/da84edc3-46f7-4e2b-a0cd-dc33a98bf5cb'}/> {'Login - -> - - +src={'https://github.com/lobehub/lobe-chat/assets/28616219/9cb5150d-6e1e-4c59-9a18-4e418dce1a5d'}/> + ## Appendix @@ -415,4 +419,3 @@ NEXT_PUBLIC_S3_DOMAIN=https://s3-for-lobechat.your-domain.com # Bucket region, such as us-west-1, generally not needed to add, but some service providers may require configuration # S3_REGION=us-west-1 ``` - diff --git a/docs/self-hosting/start.zh-CN.mdx b/docs/self-hosting/start.zh-CN.mdx index 50856640053f..26c31a9c594c 100644 --- a/docs/self-hosting/start.zh-CN.mdx +++ b/docs/self-hosting/start.zh-CN.mdx @@ -32,6 +32,6 @@ LobeChat 支持多种部署平台，包括 Vercel、Docker 和 Docker Compose 针对已经了解 LobeChat 的用户，或需要多端同步的用户，可以自行部署带有服务端数据库的版本，进而获得更完整、功能更强大的 LobeChat。 - - + + diff --git a/docs/usage/providers/siliconcloud.mdx b/docs/usage/providers/siliconcloud.mdx index baae7535cef4..4d5ab5bcf3ad 100644 --- a/docs/usage/providers/siliconcloud.mdx +++ b/docs/usage/providers/siliconcloud.mdx @@ -1,6 +1,8 @@ --- title: Using SiliconCloud API Key in LobeChat -description: Learn how to configure and use SiliconCloud's large language models in LobeChat, get your API key, and start chatting. +description: >- + Learn how to configure and use SiliconCloud's large language models in + LobeChat, get your API key, and start chatting. tags: - LobeChat - SiliconCloud @@ -10,7 +12,6 @@ tags: # Using SiliconCloud in LobeChat - [SiliconCloud](https://siliconflow.cn/zh-cn/siliconcloud) is a cost-effective large model service provider, offering various services such as text generation and image generation. This document will guide you on how to use SiliconCloud in LobeChat: @@ -43,4 +44,4 @@ This document will guide you on how to use SiliconCloud in LobeChat: -Now you can use the models provided by SiliconCloud for conversation in LobeChat. \ No newline at end of file +Now you can use the models provided by SiliconCloud for conversation in LobeChat. diff --git a/docs/usage/providers/siliconcloud.zh-CN.mdx b/docs/usage/providers/siliconcloud.zh-CN.mdx index c3476721f3a6..0d4b13c0e54a 100644 --- a/docs/usage/providers/siliconcloud.zh-CN.mdx +++ b/docs/usage/providers/siliconcloud.zh-CN.mdx @@ -10,7 +10,6 @@ tags: # 在 LobeChat 中使用 SiliconCloud - [SiliconCloud](https://siliconflow.cn/zh-cn/siliconcloud) 是高性价比的大模型服务提供商，提供文本生成与图片生成等多种服务。 本文档将指导你如何在 LobeChat 中使用 SiliconCloud: diff --git a/locales/ar/components.json b/locales/ar/components.json index 909080c9bca5..3637ad1f87d1 100644 --- a/locales/ar/components.json +++ b/locales/ar/components.json @@ -5,6 +5,66 @@ "dragFileTitle": "تحميل الملفات", "dragTitle": "تحميل الصور" }, + "FileManager": { + "actions": { + "addToKnowledgeBase": "إضافة إلى قاعدة المعرفة", + "addToOtherKnowledgeBase": "إضافة إلى قاعدة معرفة أخرى", + "batchChunking": "تقسيم دفعي", + "chunking": "تقسيم", + "chunkingTooltip": "قم بتقسيم الملف إلى عدة كتل نصية وتحويلها إلى متجهات، يمكن استخدامها في البحث الدلالي والمحادثة حول الملفات", + "confirmDelete": "سيتم حذف هذا الملف، ولن يمكن استعادته بعد الحذف، يرجى تأكيد العملية", + "confirmDeleteMultiFiles": "سيتم حذف {{count}} ملفًا محددًا، ولن يمكن استعادته بعد الحذف، يرجى تأكيد العملية", + "confirmRemoveFromKnowledgeBase": "سيتم إزالة {{count}} ملفًا محددًا من قاعدة المعرفة، لا يزال بإمكانك رؤية الملفات في جميع الملفات، يرجى تأكيد العملية", + "copyUrl": "نسخ الرابط", + "copyUrlSuccess": "تم نسخ عنوان الملف بنجاح", + "createChunkingTask": "جارٍ التحضير...", + "deleteSuccess": "تم حذف الملف بنجاح", + "downloading": "جارٍ تحميل الملف...", + "removeFromKnowledgeBase": "إزالة من قاعدة المعرفة", + "removeFromKnowledgeBaseSuccess": "تمت إزالة الملف بنجاح" + }, + "bottom": "لقد وصلت إلى النهاية", + "config": { + "showFilesInKnowledgeBase": "عرض المحتوى في قاعدة المعرفة" + }, + "emptyStatus": { + "actions": { + "file": "رفع ملف", + "folder": "رفع مجلد", + "knowledgeBase": "إنشاء قاعدة معرفة جديدة" + }, + "or": "أو", + "title": "قم بسحب الملف أو المجلد هنا" + }, + "title": { + "createdAt": "تاريخ الإنشاء", + "size": "الحجم", + "title": "ملف" + }, + "total": { + "fileCount": "إجمالي {{count}} عنصر", + "selectedCount": "تم تحديد {{count}} عنصر" + } + }, + "FileParsingStatus": { + "chunks": { + "embeddingStatus": { + "empty": "لم يتم تحويل كتل النص بالكامل إلى متجهات، مما سيؤدي إلى عدم توفر وظيفة البحث الدلالي، لتحسين جودة البحث، يرجى تحويل كتل النص إلى متجهات", + "processing": "يتم تحويل كتل النص إلى متجهات، يرجى الانتظار", + "success": "تم تحويل جميع كتل النص الحالية إلى متجهات" + }, + "embeddings": "تحويل إلى متجهات", + "status": { + "error": "فشل في التقسيم", + "errorResult": "فشل في التقسيم، يرجى التحقق والمحاولة مرة أخرى. سبب الفشل:", + "processing": "جارٍ التقسيم", + "processingTip": "الخادم يقوم بتقسيم كتل النص، إغلاق الصفحة لا يؤثر على تقدم التقسيم" + } + } + }, + "GoBack": { + "back": "عودة" + }, "ModelSelect": { "featureTag": { "custom": "نموذج مخصص، الإعداد الافتراضي يدعم الاستدعاء الوظيفي والتعرف البصري، يرجى التحقق من قدرة النموذج على القيام بذلك بناءً على الحالة الفعلية", diff --git a/locales/bg-BG/components.json b/locales/bg-BG/components.json index ff90904ca1ee..89287d116aa9 100644 --- a/locales/bg-BG/components.json +++ b/locales/bg-BG/components.json @@ -5,6 +5,66 @@ "dragFileTitle": "Качване на файл", "dragTitle": "Качване на изображение" }, + "FileManager": { + "actions": { + "addToKnowledgeBase": "Добави в базата знания", + "addToOtherKnowledgeBase": "Добави в друга база знания", + "batchChunking": "Партидно разделяне", + "chunking": "Разделяне", + "chunkingTooltip": "Разделете файла на множество текстови блокове и ги векторизирайте, за да се използват за семантично търсене и диалог с файла", + "confirmDelete": "Ще изтриете този файл. След изтриването му няма да може да бъде възстановен. Моля, потвърдете действието си.", + "confirmDeleteMultiFiles": "Ще изтриете избраните {{count}} файла. След изтриването им няма да могат да бъдат възстановени. Моля, потвърдете действието си.", + "confirmRemoveFromKnowledgeBase": "Ще премахнете избраните {{count}} файла от базата знания. След премахването им файловете все още могат да бъдат видяни в списъка с всички файлове. Моля, потвърдете действието си.", + "copyUrl": "Копирай линк", + "copyUrlSuccess": "Адресът на файла е копиран успешно", + "createChunkingTask": "Подготовка...", + "deleteSuccess": "Файлът е изтрит успешно", + "downloading": "Изтегляне на файла...", + "removeFromKnowledgeBase": "Премахни от базата знания", + "removeFromKnowledgeBaseSuccess": "Файлът е премахнат успешно" + }, + "bottom": "Достигнахте края", + "config": { + "showFilesInKnowledgeBase": "Покажи съдържанието в базата знания" + }, + "emptyStatus": { + "actions": { + "file": "Качи файл", + "folder": "Качи папка", + "knowledgeBase": "Създай нова база знания" + }, + "or": "или", + "title": "Плъзнете файл или папка тук" + }, + "title": { + "createdAt": "Дата на създаване", + "size": "Размер", + "title": "Файл" + }, + "total": { + "fileCount": "Общо {{count}} елемента", + "selectedCount": "Избрани {{count}} елемента" + } + }, + "FileParsingStatus": { + "chunks": { + "embeddingStatus": { + "empty": "Текстовите блокове все още не са напълно векторизирани, което ще доведе до недостъпност на семантичното търсене. За подобряване на качеството на търсенето, моля, векторизирайте текстовите блокове.", + "processing": "Текстовите блокове се векторизират, моля, бъдете търпеливи.", + "success": "Текущите текстови блокове са напълно векторизирани." + }, + "embeddings": "Векторизация", + "status": { + "error": "Разделянето е неуспешно", + "errorResult": "Разделянето е неуспешно, моля, проверете и опитайте отново. Причина за неуспеха:", + "processing": "Разделяне на блокове", + "processingTip": "Сървърът в момента разделя текстовите блокове, затварянето на страницата не влияе на напредъка на разделянето." + } + } + }, + "GoBack": { + "back": "Назад" + }, "ModelSelect": { "featureTag": { "custom": "Потребителски модел, по подразбиране поддържа функционалност за функционални обаждания и визуално разпознаване, моля, потвърдете наличието на тези възможности спрямо реалните условия", diff --git a/locales/de-DE/components.json b/locales/de-DE/components.json index c22b3b0cdb89..1d50ef7e791d 100644 --- a/locales/de-DE/components.json +++ b/locales/de-DE/components.json @@ -5,6 +5,66 @@ "dragFileTitle": "Dateien hochladen", "dragTitle": "Bilder hochladen" }, + "FileManager": { + "actions": { + "addToKnowledgeBase": "Zur Wissensdatenbank hinzufügen", + "addToOtherKnowledgeBase": "Zur anderen Wissensdatenbank hinzufügen", + "batchChunking": "Batch-Zerteilung", + "chunking": "Zerteilung", + "chunkingTooltip": "Teilen Sie die Datei in mehrere Textblöcke und vektorisieren Sie sie, um sie für die semantische Suche und Dateidialoge zu verwenden.", + "confirmDelete": "Die Datei wird gelöscht. Nach dem Löschen kann sie nicht wiederhergestellt werden. Bitte bestätigen Sie Ihre Aktion.", + "confirmDeleteMultiFiles": "Die ausgewählten {{count}} Dateien werden gelöscht. Nach dem Löschen können sie nicht wiederhergestellt werden. Bitte bestätigen Sie Ihre Aktion.", + "confirmRemoveFromKnowledgeBase": "Die ausgewählten {{count}} Dateien werden aus der Wissensdatenbank entfernt. Die Dateien sind weiterhin in allen Dateien sichtbar. Bitte bestätigen Sie Ihre Aktion.", + "copyUrl": "Link kopieren", + "copyUrlSuccess": "Dateiadresse erfolgreich kopiert", + "createChunkingTask": "Wird vorbereitet...", + "deleteSuccess": "Datei erfolgreich gelöscht", + "downloading": "Datei wird heruntergeladen...", + "removeFromKnowledgeBase": "Aus der Wissensdatenbank entfernen", + "removeFromKnowledgeBaseSuccess": "Datei erfolgreich entfernt" + }, + "bottom": "Das Ende ist erreicht", + "config": { + "showFilesInKnowledgeBase": "In der Wissensdatenbank angezeigte Inhalte" + }, + "emptyStatus": { + "actions": { + "file": "Datei hochladen", + "folder": "Ordner hochladen", + "knowledgeBase": "Neue Wissensdatenbank erstellen" + }, + "or": "oder", + "title": "Ziehen Sie Dateien oder Ordner hierher" + }, + "title": { + "createdAt": "Erstellungsdatum", + "size": "Größe", + "title": "Datei" + }, + "total": { + "fileCount": "Insgesamt {{count}} Elemente", + "selectedCount": "Ausgewählt {{count}} Elemente" + } + }, + "FileParsingStatus": { + "chunks": { + "embeddingStatus": { + "empty": "Textblöcke sind noch nicht vollständig vektorisiert, was die Funktion der semantischen Suche beeinträchtigen kann. Um die Suchqualität zu verbessern, vektorisieren Sie die Textblöcke.", + "processing": "Textblöcke werden vektorisiert, bitte haben Sie Geduld.", + "success": "Alle aktuellen Textblöcke sind vektorisiert." + }, + "embeddings": "Vektorisierung", + "status": { + "error": "Zerteilung fehlgeschlagen", + "errorResult": "Zerteilung fehlgeschlagen, bitte überprüfen Sie und versuchen Sie es erneut. Grund für das Scheitern:", + "processing": "Zerteilung läuft", + "processingTip": "Der Server zerteilt die Textblöcke. Das Schließen der Seite hat keinen Einfluss auf den Zerteilungsfortschritt." + } + } + }, + "GoBack": { + "back": "Zurück" + }, "ModelSelect": { "featureTag": { "custom": "Benutzerdefiniertes Modell, standardmäßig unterstützt es sowohl Funktionsaufrufe als auch visuelle Erkennung. Bitte überprüfen Sie die Verfügbarkeit dieser Fähigkeiten basierend auf den tatsächlichen Gegebenheiten.", diff --git a/locales/en-US/components.json b/locales/en-US/components.json index f83ea9a58e03..eaf5bc2748db 100644 --- a/locales/en-US/components.json +++ b/locales/en-US/components.json @@ -5,6 +5,66 @@ "dragFileTitle": "Upload Files", "dragTitle": "Upload Images" }, + "FileManager": { + "actions": { + "addToKnowledgeBase": "Add to Knowledge Base", + "addToOtherKnowledgeBase": "Add to Other Knowledge Base", + "batchChunking": "Batch Chunking", + "chunking": "Chunking", + "chunkingTooltip": "Split the file into multiple text chunks and vectorize them for semantic search and file dialogue.", + "confirmDelete": "You are about to delete this file. Once deleted, it cannot be recovered. Please confirm your action.", + "confirmDeleteMultiFiles": "You are about to delete the selected {{count}} files. Once deleted, they cannot be recovered. Please confirm your action.", + "confirmRemoveFromKnowledgeBase": "You are about to remove the selected {{count}} files from the knowledge base. They will still be viewable in all files. Please confirm your action.", + "copyUrl": "Copy Link", + "copyUrlSuccess": "File address copied successfully.", + "createChunkingTask": "Preparing...", + "deleteSuccess": "File deleted successfully.", + "downloading": "Downloading file...", + "removeFromKnowledgeBase": "Remove from Knowledge Base", + "removeFromKnowledgeBaseSuccess": "File removed successfully." + }, + "bottom": "You've reached the end.", + "config": { + "showFilesInKnowledgeBase": "Show content in Knowledge Base" + }, + "emptyStatus": { + "actions": { + "file": "Upload File", + "folder": "Upload Folder", + "knowledgeBase": "Create New Knowledge Base" + }, + "or": "or", + "title": "Drag files or folders here" + }, + "title": { + "createdAt": "Created At", + "size": "Size", + "title": "File" + }, + "total": { + "fileCount": "Total {{count}} items", + "selectedCount": "Selected {{count}} items" + } + }, + "FileParsingStatus": { + "chunks": { + "embeddingStatus": { + "empty": "Text chunks have not been fully vectorized, which will render the semantic search feature unavailable. To improve search quality, please vectorize the text chunks.", + "processing": "Text chunks are being vectorized, please be patient.", + "success": "All current text chunks have been vectorized." + }, + "embeddings": "Vectorization", + "status": { + "error": "Chunking failed.", + "errorResult": "Chunking failed, please check and try again. Reason for failure:", + "processing": "Chunking in progress.", + "processingTip": "The server is splitting text chunks; closing the page will not affect the chunking progress." + } + } + }, + "GoBack": { + "back": "Back" + }, "ModelSelect": { "featureTag": { "custom": "Custom model, by default, supports both function call and visual recognition. Please verify the availability of the above capabilities based on actual situations.", diff --git a/locales/es-ES/components.json b/locales/es-ES/components.json index f71a08054cac..c422337423df 100644 --- a/locales/es-ES/components.json +++ b/locales/es-ES/components.json @@ -5,6 +5,66 @@ "dragFileTitle": "Subir archivo", "dragTitle": "Subir imagen" }, + "FileManager": { + "actions": { + "addToKnowledgeBase": "Agregar a la base de conocimientos", + "addToOtherKnowledgeBase": "Agregar a otra base de conocimientos", + "batchChunking": "División por lotes", + "chunking": "División", + "chunkingTooltip": "Divida el archivo en múltiples bloques de texto y vectorícelos para su uso en búsqueda semántica y diálogo de archivos", + "confirmDelete": "Está a punto de eliminar este archivo. Una vez eliminado, no podrá recuperarlo. Por favor, confirme su acción.", + "confirmDeleteMultiFiles": "Está a punto de eliminar los {{count}} archivos seleccionados. Una vez eliminados, no podrá recuperarlos. Por favor, confirme su acción.", + "confirmRemoveFromKnowledgeBase": "Está a punto de eliminar los {{count}} archivos seleccionados de la base de conocimientos. Los archivos seguirán siendo visibles en todos los archivos. Por favor, confirme su acción.", + "copyUrl": "Copiar enlace", + "copyUrlSuccess": "Dirección del archivo copiada con éxito", + "createChunkingTask": "Preparando...", + "deleteSuccess": "Archivo eliminado con éxito", + "downloading": "Descargando archivo...", + "removeFromKnowledgeBase": "Eliminar de la base de conocimientos", + "removeFromKnowledgeBaseSuccess": "Archivo eliminado con éxito" + }, + "bottom": "Ya has llegado al final", + "config": { + "showFilesInKnowledgeBase": "Mostrar contenido en la base de conocimientos" + }, + "emptyStatus": { + "actions": { + "file": "Subir archivo", + "folder": "Subir carpeta", + "knowledgeBase": "Crear nueva base de conocimientos" + }, + "or": "o", + "title": "Arrastra archivos o carpetas aquí" + }, + "title": { + "createdAt": "Fecha de creación", + "size": "Tamaño", + "title": "Archivo" + }, + "total": { + "fileCount": "Total {{count}} elementos", + "selectedCount": "Seleccionados {{count}} elementos" + } + }, + "FileParsingStatus": { + "chunks": { + "embeddingStatus": { + "empty": "Los bloques de texto aún no están completamente vectorizados, lo que hará que la función de búsqueda semántica no esté disponible. Para mejorar la calidad de búsqueda, por favor vectorice los bloques de texto.", + "processing": "Los bloques de texto están siendo vectorizados, por favor, tenga paciencia.", + "success": "Todos los bloques de texto actuales han sido vectorizados." + }, + "embeddings": "Vectorización", + "status": { + "error": "Error en la división", + "errorResult": "Error en la división, por favor revise y vuelva a intentarlo. Razón del fallo:", + "processing": "Dividiendo", + "processingTip": "El servidor está dividiendo los bloques de texto, cerrar la página no afectará el progreso de la división." + } + } + }, + "GoBack": { + "back": "Regresar" + }, "ModelSelect": { "featureTag": { "custom": "Modelo personalizado: admite llamadas de función y reconocimiento visual. Verifique la disponibilidad de estas capacidades según sea necesario.", diff --git a/locales/fr-FR/components.json b/locales/fr-FR/components.json index 255954af9d98..27db72c96c3d 100644 --- a/locales/fr-FR/components.json +++ b/locales/fr-FR/components.json @@ -5,6 +5,66 @@ "dragFileTitle": "Télécharger des fichiers", "dragTitle": "Télécharger des images" }, + "FileManager": { + "actions": { + "addToKnowledgeBase": "Ajouter à la base de connaissances", + "addToOtherKnowledgeBase": "Ajouter à une autre base de connaissances", + "batchChunking": "Découpage par lots", + "chunking": "Découpage", + "chunkingTooltip": "Divisez le fichier en plusieurs blocs de texte et vectorisez-les pour une recherche sémantique et un dialogue sur le fichier", + "confirmDelete": "Vous allez supprimer ce fichier. Une fois supprimé, il ne pourra pas être récupéré. Veuillez confirmer votre action.", + "confirmDeleteMultiFiles": "Vous allez supprimer les {{count}} fichiers sélectionnés. Une fois supprimés, ils ne pourront pas être récupérés. Veuillez confirmer votre action.", + "confirmRemoveFromKnowledgeBase": "Vous allez retirer les {{count}} fichiers sélectionnés de la base de connaissances. Une fois retirés, les fichiers resteront visibles dans tous les fichiers. Veuillez confirmer votre action.", + "copyUrl": "Copier le lien", + "copyUrlSuccess": "Adresse du fichier copiée avec succès", + "createChunkingTask": "Préparation en cours...", + "deleteSuccess": "Fichier supprimé avec succès", + "downloading": "Téléchargement du fichier en cours...", + "removeFromKnowledgeBase": "Retirer de la base de connaissances", + "removeFromKnowledgeBaseSuccess": "Fichier retiré avec succès" + }, + "bottom": "C'est tout", + "config": { + "showFilesInKnowledgeBase": "Afficher le contenu dans la base de connaissances" + }, + "emptyStatus": { + "actions": { + "file": "Télécharger un fichier", + "folder": "Télécharger un dossier", + "knowledgeBase": "Créer une nouvelle base de connaissances" + }, + "or": "ou", + "title": "Faites glisser un fichier ou un dossier ici" + }, + "title": { + "createdAt": "Date de création", + "size": "Taille", + "title": "Fichier" + }, + "total": { + "fileCount": "Total {{count}} éléments", + "selectedCount": "Sélectionné {{count}} éléments" + } + }, + "FileParsingStatus": { + "chunks": { + "embeddingStatus": { + "empty": "Les blocs de texte n'ont pas encore été entièrement vectorisés, ce qui rendra la fonction de recherche sémantique indisponible. Pour améliorer la qualité de la recherche, veuillez vectoriser les blocs de texte.", + "processing": "Les blocs de texte sont en cours de vectorisation, veuillez patienter.", + "success": "Tous les blocs de texte sont maintenant vectorisés." + }, + "embeddings": "Vectorisation", + "status": { + "error": "Échec du découpage", + "errorResult": "Échec du découpage, veuillez vérifier et réessayer. Raison de l'échec :", + "processing": "Découpage en cours", + "processingTip": "Le serveur est en train de diviser les blocs de texte, fermer la page n'affectera pas le progrès du découpage." + } + } + }, + "GoBack": { + "back": "Retour" + }, "ModelSelect": { "featureTag": { "custom": "Modèle personnalisé par défaut prenant en charge à la fois les appels de fonction et la reconnaissance visuelle. Veuillez vérifier la disponibilité de ces capacités en fonction de vos besoins réels.", diff --git a/locales/it-IT/components.json b/locales/it-IT/components.json index 0238a269e1f8..d7be364dcd59 100644 --- a/locales/it-IT/components.json +++ b/locales/it-IT/components.json @@ -5,6 +5,66 @@ "dragFileTitle": "Carica file", "dragTitle": "Carica immagini" }, + "FileManager": { + "actions": { + "addToKnowledgeBase": "Aggiungi alla base di conoscenza", + "addToOtherKnowledgeBase": "Aggiungi a un'altra base di conoscenza", + "batchChunking": "Suddivisione in batch", + "chunking": "Suddivisione", + "chunkingTooltip": "Dividi il file in più blocchi di testo e vettorizzali, utilizzabili per la ricerca semantica e il dialogo sui file", + "confirmDelete": "Stai per eliminare questo file. Una volta eliminato, non sarà possibile recuperarlo. Ti preghiamo di confermare l'operazione.", + "confirmDeleteMultiFiles": "Stai per eliminare i {{count}} file selezionati. Una volta eliminati, non sarà possibile recuperarli. Ti preghiamo di confermare l'operazione.", + "confirmRemoveFromKnowledgeBase": "Stai per rimuovere i {{count}} file selezionati dalla base di conoscenza. I file rimarranno visibili in tutti i file. Ti preghiamo di confermare l'operazione.", + "copyUrl": "Copia link", + "copyUrlSuccess": "Indirizzo del file copiato con successo", + "createChunkingTask": "Preparazione in corso...", + "deleteSuccess": "File eliminato con successo", + "downloading": "Download del file in corso...", + "removeFromKnowledgeBase": "Rimuovi dalla base di conoscenza", + "removeFromKnowledgeBaseSuccess": "File rimosso con successo" + }, + "bottom": "Hai raggiunto il fondo", + "config": { + "showFilesInKnowledgeBase": "Mostra contenuti nella base di conoscenza" + }, + "emptyStatus": { + "actions": { + "file": "Carica file", + "folder": "Carica cartella", + "knowledgeBase": "Crea nuova base di conoscenza" + }, + "or": "oppure", + "title": "Trascina qui file o cartelle" + }, + "title": { + "createdAt": "Data di creazione", + "size": "Dimensione", + "title": "File" + }, + "total": { + "fileCount": "Totale {{count}} elementi", + "selectedCount": "Selezionati {{count}} elementi" + } + }, + "FileParsingStatus": { + "chunks": { + "embeddingStatus": { + "empty": "I blocchi di testo non sono stati completamente vettorizzati, il che comporterà l'impossibilità di utilizzare la funzione di ricerca semantica. Per migliorare la qualità della ricerca, si prega di vettorizzare i blocchi di testo.", + "processing": "I blocchi di testo sono in fase di vettorizzazione, ti preghiamo di attendere", + "success": "Attualmente tutti i blocchi di testo sono stati vettorizzati" + }, + "embeddings": "Vettorizzazione", + "status": { + "error": "Suddivisione fallita", + "errorResult": "Suddivisione fallita, controlla e riprova. Motivo del fallimento:", + "processing": "In fase di suddivisione", + "processingTip": "Il server sta suddividendo i blocchi di testo, chiudere la pagina non influisce sul progresso della suddivisione" + } + } + }, + "GoBack": { + "back": "Indietro" + }, "ModelSelect": { "featureTag": { "custom": "Modello personalizzato: di default supporta sia la chiamata di funzioni che il riconoscimento visivo. Verifica l'effettiva disponibilità di tali funzionalità.", diff --git a/locales/ja-JP/components.json b/locales/ja-JP/components.json index e896273bc2f6..7ec75ae63539 100644 --- a/locales/ja-JP/components.json +++ b/locales/ja-JP/components.json @@ -5,6 +5,66 @@ "dragFileTitle": "ファイルをアップロード", "dragTitle": "画像をアップロード" }, + "FileManager": { + "actions": { + "addToKnowledgeBase": "知識ベースに追加", + "addToOtherKnowledgeBase": "他の知識ベースに追加", + "batchChunking": "バッチ分割", + "chunking": "分割", + "chunkingTooltip": "ファイルを複数のテキストブロックに分割し、ベクトル化した後、意味検索やファイル対話に使用できます", + "confirmDelete": "このファイルを削除しようとしています。削除後は復元できませんので、操作を確認してください", + "confirmDeleteMultiFiles": "選択した {{count}} 個のファイルを削除しようとしています。削除後は復元できませんので、操作を確認してください", + "confirmRemoveFromKnowledgeBase": "選択した {{count}} 個のファイルを知識ベースから削除しようとしています。削除後もファイルはすべてのファイルで表示できますので、操作を確認してください", + "copyUrl": "リンクをコピー", + "copyUrlSuccess": "ファイルのアドレスがコピーされました", + "createChunkingTask": "準備中...", + "deleteSuccess": "ファイルが正常に削除されました", + "downloading": "ファイルをダウンロード中...", + "removeFromKnowledgeBase": "知識ベースから削除", + "removeFromKnowledgeBaseSuccess": "ファイルが正常に削除されました" + }, + "bottom": "これ以上ありません", + "config": { + "showFilesInKnowledgeBase": "知識ベースの内容を表示" + }, + "emptyStatus": { + "actions": { + "file": "ファイルをアップロード", + "folder": "フォルダーをアップロード", + "knowledgeBase": "新しい知識ベースを作成" + }, + "or": "または", + "title": "ここにファイルまたはフォルダーをドラッグしてください" + }, + "title": { + "createdAt": "作成日時", + "size": "サイズ", + "title": "ファイル" + }, + "total": { + "fileCount": "合計 {{count}} 件", + "selectedCount": "選択済み {{count}} 件" + } + }, + "FileParsingStatus": { + "chunks": { + "embeddingStatus": { + "empty": "テキストブロックはまだ完全にベクトル化されていません。これにより意味検索機能が使用できなくなります。検索品質を向上させるために、テキストブロックをベクトル化してください", + "processing": "テキストブロックをベクトル化中です。しばらくお待ちください", + "success": "現在のテキストブロックはすべてベクトル化されています" + }, + "embeddings": "ベクトル化", + "status": { + "error": "分割に失敗しました", + "errorResult": "分割に失敗しました。再試行する前に確認してください。失敗の理由：", + "processing": "分割中", + "processingTip": "サーバーがテキストブロックを分割しています。ページを閉じても分割の進行には影響しません" + } + } + }, + "GoBack": { + "back": "戻る" + }, "ModelSelect": { "featureTag": { "custom": "カスタムモデル、デフォルトでは関数呼び出しとビジョン認識の両方をサポートしています。上記機能の有効性を確認してください。", diff --git a/locales/ko-KR/components.json b/locales/ko-KR/components.json index 85afd5131ea5..aceccf1a7c51 100644 --- a/locales/ko-KR/components.json +++ b/locales/ko-KR/components.json @@ -5,6 +5,66 @@ "dragFileTitle": "파일 업로드", "dragTitle": "이미지 업로드" }, + "FileManager": { + "actions": { + "addToKnowledgeBase": "지식 베이스에 추가", + "addToOtherKnowledgeBase": "다른 지식 베이스에 추가", + "batchChunking": "배치 청크 분할", + "chunking": "청크 분할", + "chunkingTooltip": "파일을 여러 텍스트 블록으로 분할하고 벡터화한 후, 의미 검색 및 파일 대화에 사용할 수 있습니다.", + "confirmDelete": "해당 파일을 삭제하려고 합니다. 삭제 후에는 복구할 수 없으니, 작업을 확인해 주세요.", + "confirmDeleteMultiFiles": "선택한 {{count}} 개 파일을 삭제하려고 합니다. 삭제 후에는 복구할 수 없으니, 작업을 확인해 주세요.", + "confirmRemoveFromKnowledgeBase": "선택한 {{count}} 개 파일을 지식 베이스에서 제거하려고 합니다. 제거 후에도 파일은 모든 파일에서 볼 수 있으니, 작업을 확인해 주세요.", + "copyUrl": "링크 복사", + "copyUrlSuccess": "파일 주소가 성공적으로 복사되었습니다.", + "createChunkingTask": "준비 중...", + "deleteSuccess": "파일이 성공적으로 삭제되었습니다.", + "downloading": "파일 다운로드 중...", + "removeFromKnowledgeBase": "지식 베이스에서 제거", + "removeFromKnowledgeBaseSuccess": "파일이 성공적으로 제거되었습니다." + }, + "bottom": "끝까지 도달했습니다.", + "config": { + "showFilesInKnowledgeBase": "지식 베이스의 내용 표시" + }, + "emptyStatus": { + "actions": { + "file": "파일 업로드", + "folder": "폴더 업로드", + "knowledgeBase": "새 지식 베이스 만들기" + }, + "or": "또는", + "title": "파일 또는 폴더를 여기에 드래그하세요." + }, + "title": { + "createdAt": "생성 시간", + "size": "크기", + "title": "파일" + }, + "total": { + "fileCount": "총 {{count}} 항목", + "selectedCount": "선택된 {{count}} 항목" + } + }, + "FileParsingStatus": { + "chunks": { + "embeddingStatus": { + "empty": "텍스트 블록이 완전히 벡터화되지 않았습니다. 이는 의미 검색 기능을 사용할 수 없게 만듭니다. 검색 품질을 향상시키기 위해 텍스트 블록을 벡터화해 주세요.", + "processing": "텍스트 블록이 벡터화되고 있습니다. 잠시 기다려 주세요.", + "success": "현재 텍스트 블록이 모두 벡터화되었습니다." + }, + "embeddings": "벡터화", + "status": { + "error": "청크 분할 실패", + "errorResult": "청크 분할에 실패했습니다. 다시 시도하기 전에 확인해 주세요. 실패 원인:", + "processing": "청크 분할 중", + "processingTip": "서버에서 텍스트 블록을 분할하고 있습니다. 페이지를 닫아도 분할 진행에는 영향을 미치지 않습니다." + } + } + }, + "GoBack": { + "back": "뒤로 가기" + }, "ModelSelect": { "featureTag": { "custom": "사용자 정의 모델, 기본적으로 함수 호출 및 시각 인식을 모두 지원하며, 실제 기능을 확인하세요", diff --git a/locales/nl-NL/components.json b/locales/nl-NL/components.json index e6ccbb132b38..7c99456a40ee 100644 --- a/locales/nl-NL/components.json +++ b/locales/nl-NL/components.json @@ -5,6 +5,66 @@ "dragFileTitle": "Bestanden uploaden", "dragTitle": "Afbeeldingen uploaden" }, + "FileManager": { + "actions": { + "addToKnowledgeBase": "Toevoegen aan kennisbank", + "addToOtherKnowledgeBase": "Toevoegen aan andere kennisbank", + "batchChunking": "Batchverdeling", + "chunking": "Verdeling", + "chunkingTooltip": "Splits het bestand in meerdere tekstblokken en vectoriseer deze voor semantische zoekopdrachten en bestandsdialoog", + "confirmDelete": "Je staat op het punt dit bestand te verwijderen. Na verwijdering kan het niet meer worden hersteld. Bevestig je actie.", + "confirmDeleteMultiFiles": "Je staat op het punt de geselecteerde {{count}} bestanden te verwijderen. Na verwijdering kunnen ze niet meer worden hersteld. Bevestig je actie.", + "confirmRemoveFromKnowledgeBase": "Je staat op het punt de geselecteerde {{count}} bestanden uit de kennisbank te verwijderen. Na verwijdering zijn de bestanden nog steeds zichtbaar in alle bestanden. Bevestig je actie.", + "copyUrl": "Kopieer link", + "copyUrlSuccess": "Bestandsadres succesvol gekopieerd", + "createChunkingTask": "Voorbereiden...", + "deleteSuccess": "Bestand succesvol verwijderd", + "downloading": "Bestand aan het downloaden...", + "removeFromKnowledgeBase": "Verwijderen uit kennisbank", + "removeFromKnowledgeBaseSuccess": "Bestand succesvol verwijderd" + }, + "bottom": "Je bent onderaan aangekomen", + "config": { + "showFilesInKnowledgeBase": "Toon inhoud in kennisbank" + }, + "emptyStatus": { + "actions": { + "file": "Bestand uploaden", + "folder": "Map uploaden", + "knowledgeBase": "Nieuwe kennisbank aanmaken" + }, + "or": "of", + "title": "Sleep bestanden of mappen hierheen" + }, + "title": { + "createdAt": "Aangemaakt op", + "size": "Grootte", + "title": "Bestand" + }, + "total": { + "fileCount": "Totaal {{count}} items", + "selectedCount": "Geselecteerd {{count}} items" + } + }, + "FileParsingStatus": { + "chunks": { + "embeddingStatus": { + "empty": "Tekstblokken zijn nog niet volledig gevectoriseerd, wat de semantische zoekfunctie kan uitschakelen. Om de zoekkwaliteit te verbeteren, vectoriseer de tekstblokken.", + "processing": "Tekstblokken worden gevectoriseerd, graag even geduld.", + "success": "Huidige tekstblokken zijn allemaal gevectoriseerd" + }, + "embeddings": "Vectorisatie", + "status": { + "error": "Verdeling mislukt", + "errorResult": "Verdeling mislukt, controleer en probeer het opnieuw. Reden van falen:", + "processing": "Bezig met verdelen", + "processingTip": "De server is bezig met het splitsen van tekstblokken, het sluiten van de pagina heeft geen invloed op de voortgang van de verdeling." + } + } + }, + "GoBack": { + "back": "Terug" + }, "ModelSelect": { "featureTag": { "custom": "Custom model, by default, supports both function call and visual recognition. Please verify the availability of the above capabilities based on actual needs.", diff --git a/locales/pl-PL/components.json b/locales/pl-PL/components.json index 019f18d7d5fa..1dd2c77f53c2 100644 --- a/locales/pl-PL/components.json +++ b/locales/pl-PL/components.json @@ -5,6 +5,66 @@ "dragFileTitle": "Prześlij plik", "dragTitle": "Prześlij obraz" }, + "FileManager": { + "actions": { + "addToKnowledgeBase": "Dodaj do bazy wiedzy", + "addToOtherKnowledgeBase": "Dodaj do innej bazy wiedzy", + "batchChunking": "Partycjonowanie wsadowe", + "chunking": "Partycjonowanie", + "chunkingTooltip": "Podziel plik na wiele bloków tekstowych i wektoryzuj, aby umożliwić wyszukiwanie semantyczne i rozmowy o plikach", + "confirmDelete": "Zaraz usuniesz ten plik. Po usunięciu nie będzie można go odzyskać, proszę potwierdź swoje działanie", + "confirmDeleteMultiFiles": "Zaraz usuniesz wybrane {{count}} plików. Po usunięciu nie będzie można ich odzyskać, proszę potwierdź swoje działanie", + "confirmRemoveFromKnowledgeBase": "Zaraz usuniesz wybrane {{count}} plików z bazy wiedzy. Po usunięciu pliki będą nadal widoczne wśród wszystkich plików, proszę potwierdź swoje działanie", + "copyUrl": "Kopiuj link", + "copyUrlSuccess": "Adres pliku skopiowany pomyślnie", + "createChunkingTask": "Przygotowywanie...", + "deleteSuccess": "Plik usunięty pomyślnie", + "downloading": "Pobieranie pliku...", + "removeFromKnowledgeBase": "Usuń z bazy wiedzy", + "removeFromKnowledgeBaseSuccess": "Plik usunięty pomyślnie" + }, + "bottom": "To już wszystko", + "config": { + "showFilesInKnowledgeBase": "Pokaż zawartość w bazie wiedzy" + }, + "emptyStatus": { + "actions": { + "file": "Prześlij plik", + "folder": "Prześlij folder", + "knowledgeBase": "Utwórz nową bazę wiedzy" + }, + "or": "lub", + "title": "Przeciągnij plik lub folder tutaj" + }, + "title": { + "createdAt": "Data utworzenia", + "size": "Rozmiar", + "title": "Plik" + }, + "total": { + "fileCount": "Łącznie {{count}} pozycji", + "selectedCount": "Wybrano {{count}} pozycji" + } + }, + "FileParsingStatus": { + "chunks": { + "embeddingStatus": { + "empty": "Bloki tekstowe nie zostały w pełni wektoryzowane, co spowoduje, że funkcja wyszukiwania semantycznego będzie niedostępna. Aby poprawić jakość wyszukiwania, proszę wektoryzować bloki tekstowe", + "processing": "Bloki tekstowe są wektoryzowane, proszę czekać", + "success": "Obecne bloki tekstowe zostały w pełni wektoryzowane" + }, + "embeddings": "Wektoryzacja", + "status": { + "error": "Partycjonowanie nie powiodło się", + "errorResult": "Partycjonowanie nie powiodło się, proszę sprawdzić i spróbować ponownie. Powód niepowodzenia:", + "processing": "Partycjonowanie w toku", + "processingTip": "Serwer jest w trakcie dzielenia bloków tekstowych, zamknięcie strony nie wpłynie na postęp partycjonowania" + } + } + }, + "GoBack": { + "back": "Wróć" + }, "ModelSelect": { "featureTag": { "custom": "Niestandardowy model, domyślnie obsługujący zarówno wywołania funkcji, jak i rozpoznawanie wizualne. Proszę zweryfikować możliwość użycia tych funkcji w praktyce.", diff --git a/locales/pt-BR/components.json b/locales/pt-BR/components.json index cc93cbbdfb36..05804fdde240 100644 --- a/locales/pt-BR/components.json +++ b/locales/pt-BR/components.json @@ -5,6 +5,66 @@ "dragFileTitle": "Enviar arquivo", "dragTitle": "Enviar imagem" }, + "FileManager": { + "actions": { + "addToKnowledgeBase": "Adicionar ao banco de conhecimento", + "addToOtherKnowledgeBase": "Adicionar a outro banco de conhecimento", + "batchChunking": "Divisão em lotes", + "chunking": "Divisão", + "chunkingTooltip": "Divida o arquivo em vários blocos de texto e vetorize, podendo ser usado para busca semântica e diálogo sobre o arquivo", + "confirmDelete": "Você está prestes a excluir este arquivo. Após a exclusão, ele não poderá ser recuperado. Por favor, confirme sua ação.", + "confirmDeleteMultiFiles": "Você está prestes a excluir {{count}} arquivos selecionados. Após a exclusão, eles não poderão ser recuperados. Por favor, confirme sua ação.", + "confirmRemoveFromKnowledgeBase": "Você está prestes a remover {{count}} arquivos selecionados do banco de conhecimento. Após a remoção, os arquivos ainda poderão ser visualizados em todos os arquivos. Por favor, confirme sua ação.", + "copyUrl": "Copiar link", + "copyUrlSuccess": "Endereço do arquivo copiado com sucesso", + "createChunkingTask": "Preparando...", + "deleteSuccess": "Arquivo excluído com sucesso", + "downloading": "Baixando arquivo...", + "removeFromKnowledgeBase": "Remover do banco de conhecimento", + "removeFromKnowledgeBaseSuccess": "Arquivo removido com sucesso" + }, + "bottom": "Você chegou ao final", + "config": { + "showFilesInKnowledgeBase": "Mostrar conteúdo no banco de conhecimento" + }, + "emptyStatus": { + "actions": { + "file": "Carregar arquivo", + "folder": "Carregar pasta", + "knowledgeBase": "Criar novo banco de conhecimento" + }, + "or": "ou", + "title": "Arraste arquivos ou pastas para cá" + }, + "title": { + "createdAt": "Data de criação", + "size": "Tamanho", + "title": "Arquivo" + }, + "total": { + "fileCount": "Total de {{count}} itens", + "selectedCount": "Selecionados {{count}} itens" + } + }, + "FileParsingStatus": { + "chunks": { + "embeddingStatus": { + "empty": "Os blocos de texto ainda não foram completamente vetorizados, o que resultará na funcionalidade de busca semântica indisponível. Para melhorar a qualidade da busca, por favor, vetorize os blocos de texto.", + "processing": "Os blocos de texto estão sendo vetorizados, por favor, aguarde.", + "success": "Atualmente, todos os blocos de texto foram vetorizados." + }, + "embeddings": "Vetorizar", + "status": { + "error": "Falha na divisão", + "errorResult": "Falha na divisão, por favor, verifique e tente novamente. Motivo da falha:", + "processing": "Dividindo", + "processingTip": "O servidor está dividindo os blocos de texto, fechar a página não afetará o progresso da divisão." + } + } + }, + "GoBack": { + "back": "Voltar" + }, "ModelSelect": { "featureTag": { "custom": "Modelo personalizado, por padrão, suporta chamadas de função e reconhecimento visual. Por favor, verifique a disponibilidade dessas capacidades de acordo com a situação real.", diff --git a/locales/ru-RU/components.json b/locales/ru-RU/components.json index b3ff7c6ebaa6..6e37381b2e52 100644 --- a/locales/ru-RU/components.json +++ b/locales/ru-RU/components.json @@ -5,6 +5,66 @@ "dragFileTitle": "Загрузить файл", "dragTitle": "Загрузить изображение" }, + "FileManager": { + "actions": { + "addToKnowledgeBase": "Добавить в базу знаний", + "addToOtherKnowledgeBase": "Добавить в другую базу знаний", + "batchChunking": "Пакетная разбивка", + "chunking": "Разбивка", + "chunkingTooltip": "Разделите файл на несколько текстовых блоков и векторизуйте их для семантического поиска и диалога с файлом", + "confirmDelete": "Вы собираетесь удалить этот файл. После удаления его нельзя будет восстановить. Пожалуйста, подтвердите ваше действие.", + "confirmDeleteMultiFiles": "Вы собираетесь удалить выбранные {{count}} файлов. После удаления их нельзя будет восстановить. Пожалуйста, подтвердите ваше действие.", + "confirmRemoveFromKnowledgeBase": "Вы собираетесь удалить выбранные {{count}} файлов из базы знаний. После удаления файлы все еще будут доступны во всех файлах. Пожалуйста, подтвердите ваше действие.", + "copyUrl": "Скопировать ссылку", + "copyUrlSuccess": "Адрес файла успешно скопирован", + "createChunkingTask": "Подготовка...", + "deleteSuccess": "Файл успешно удален", + "downloading": "Загрузка файла...", + "removeFromKnowledgeBase": "Удалить из базы знаний", + "removeFromKnowledgeBaseSuccess": "Файл успешно удален" + }, + "bottom": "Вы достигли конца", + "config": { + "showFilesInKnowledgeBase": "Показать содержимое в базе знаний" + }, + "emptyStatus": { + "actions": { + "file": "Загрузить файл", + "folder": "Загрузить папку", + "knowledgeBase": "Создать новую базу знаний" + }, + "or": "или", + "title": "Перетащите файл или папку сюда" + }, + "title": { + "createdAt": "Дата создания", + "size": "Размер", + "title": "Файл" + }, + "total": { + "fileCount": "Всего {{count}} элементов", + "selectedCount": "Выбрано {{count}} элементов" + } + }, + "FileParsingStatus": { + "chunks": { + "embeddingStatus": { + "empty": "Текстовые блоки еще не полностью векторизованы, что приведет к недоступности функции семантического поиска. Для повышения качества поиска, пожалуйста, векторизуйте текстовые блоки.", + "processing": "Текстовые блоки векторизуются, пожалуйста, подождите.", + "success": "Все текущие текстовые блоки успешно векторизованы." + }, + "embeddings": "Векторизация", + "status": { + "error": "Ошибка разбивки", + "errorResult": "Ошибка разбивки, пожалуйста, проверьте и повторите попытку. Причина ошибки:", + "processing": "В процессе разбивки", + "processingTip": "Сервер разбивает текстовые блоки, закрытие страницы не повлияет на процесс разбивки." + } + } + }, + "GoBack": { + "back": "Назад" + }, "ModelSelect": { "featureTag": { "custom": "Пользовательская модель по умолчанию поддерживает как вызов функций, так и распознавание изображений. Пожалуйста, проверьте доступность указанных возможностей в вашем случае", diff --git a/locales/tr-TR/components.json b/locales/tr-TR/components.json index d4e928b5b66d..4d58d7f04681 100644 --- a/locales/tr-TR/components.json +++ b/locales/tr-TR/components.json @@ -5,6 +5,66 @@ "dragFileTitle": "Dosya Yükle", "dragTitle": "Resim Yükle" }, + "FileManager": { + "actions": { + "addToKnowledgeBase": "Bilgi tabanına ekle", + "addToOtherKnowledgeBase": "Diğer bilgi tabanına ekle", + "batchChunking": "Toplu parçalara ayırma", + "chunking": "Parçalara ayırma", + "chunkingTooltip": "Dosyayı birden fazla metin parçasına ayırıp vektörleştirdikten sonra, anlamsal arama ve dosya diyalogları için kullanılabilir", + "confirmDelete": "Bu dosya silinecek, silindikten sonra geri alınamaz, lütfen işleminizi onaylayın", + "confirmDeleteMultiFiles": "Seçilen {{count}} dosya silinecek, silindikten sonra geri alınamaz, lütfen işleminizi onaylayın", + "confirmRemoveFromKnowledgeBase": "Seçilen {{count}} dosya bilgi tabanından kaldırılacak, kaldırıldıktan sonra dosyalar tüm dosyalar arasında görüntülenebilir, lütfen işleminizi onaylayın", + "copyUrl": "Bağlantıyı kopyala", + "copyUrlSuccess": "Dosya adresi başarıyla kopyalandı", + "createChunkingTask": "Hazırlanıyor...", + "deleteSuccess": "Dosya başarıyla silindi", + "downloading": "Dosya indiriliyor...", + "removeFromKnowledgeBase": "Bilgi tabanından kaldır", + "removeFromKnowledgeBaseSuccess": "Dosya başarıyla kaldırıldı" + }, + "bottom": "Artık sona geldik", + "config": { + "showFilesInKnowledgeBase": "Bilgi tabanındaki içeriği göster" + }, + "emptyStatus": { + "actions": { + "file": "Dosya yükle", + "folder": "Klasör yükle", + "knowledgeBase": "Yeni bilgi tabanı oluştur" + }, + "or": "veya", + "title": "Dosyayı veya klasörü buraya sürükleyin" + }, + "title": { + "createdAt": "Oluşturulma zamanı", + "size": "Boyut", + "title": "Dosya" + }, + "total": { + "fileCount": "Toplam {{count}} öğe", + "selectedCount": "Seçilen {{count}} öğe" + } + }, + "FileParsingStatus": { + "chunks": { + "embeddingStatus": { + "empty": "Metin parçaları henüz tamamen vektörleştirilmedi, bu durum anlamsal arama işlevinin kullanılamamasına neden olabilir, arama kalitesini artırmak için lütfen metin parçalarını vektörleştirin", + "processing": "Metin parçaları vektörleştiriliyor, lütfen bekleyin", + "success": "Mevcut metin parçaları tamamen vektörleştirildi" + }, + "embeddings": "Vektörleştirme", + "status": { + "error": "Parçalara ayırma başarısız oldu", + "errorResult": "Parçalara ayırma başarısız oldu, lütfen kontrol edip tekrar deneyin. Başarısız olma nedeni:", + "processing": "Parçalara ayırma işlemi devam ediyor", + "processingTip": "Sunucu metin parçalarını ayırıyor, sayfayı kapatmak parçalama ilerlemesini etkilemez" + } + } + }, + "GoBack": { + "back": "Geri dön" + }, "ModelSelect": { "featureTag": { "custom": "Özel model, varsayılan olarak hem fonksiyon çağrısını hem de görüntü tanımayı destekler, yukarıdaki yeteneklerin kullanılabilirliğini doğrulamak için lütfen gerçek durumu kontrol edin", diff --git a/locales/vi-VN/components.json b/locales/vi-VN/components.json index cfdbe4d156a9..47803cf9a935 100644 --- a/locales/vi-VN/components.json +++ b/locales/vi-VN/components.json @@ -5,6 +5,66 @@ "dragFileTitle": "Tải lên tệp", "dragTitle": "Tải lên hình ảnh" }, + "FileManager": { + "actions": { + "addToKnowledgeBase": "Thêm vào kho tri thức", + "addToOtherKnowledgeBase": "Thêm vào kho tri thức khác", + "batchChunking": "Chia nhỏ theo lô", + "chunking": "Chia nhỏ", + "chunkingTooltip": "Chia tách tệp thành nhiều khối văn bản và vector hóa, có thể sử dụng cho tìm kiếm ngữ nghĩa và đối thoại tệp", + "confirmDelete": "Bạn sắp xóa tệp này, sau khi xóa sẽ không thể khôi phục, vui lòng xác nhận hành động của bạn", + "confirmDeleteMultiFiles": "Bạn sắp xóa {{count}} tệp đã chọn, sau khi xóa sẽ không thể khôi phục, vui lòng xác nhận hành động của bạn", + "confirmRemoveFromKnowledgeBase": "Bạn sắp xóa {{count}} tệp đã chọn khỏi kho tri thức, sau khi xóa tệp vẫn có thể xem trong tất cả các tệp, vui lòng xác nhận hành động của bạn", + "copyUrl": "Sao chép liên kết", + "copyUrlSuccess": "Địa chỉ tệp đã được sao chép thành công", + "createChunkingTask": "Đang chuẩn bị...", + "deleteSuccess": "Tệp đã được xóa thành công", + "downloading": "Đang tải tệp...", + "removeFromKnowledgeBase": "Xóa khỏi kho tri thức", + "removeFromKnowledgeBaseSuccess": "Tệp đã được xóa thành công" + }, + "bottom": "Đã đến cuối rồi", + "config": { + "showFilesInKnowledgeBase": "Hiển thị nội dung trong kho tri thức" + }, + "emptyStatus": { + "actions": { + "file": "Tải lên tệp", + "folder": "Tải lên thư mục", + "knowledgeBase": "Tạo kho tri thức mới" + }, + "or": "hoặc", + "title": "Kéo tệp hoặc thư mục vào đây" + }, + "title": { + "createdAt": "Thời gian tạo", + "size": "Kích thước", + "title": "Tệp" + }, + "total": { + "fileCount": "Tổng cộng {{count}} mục", + "selectedCount": "Đã chọn {{count}} mục" + } + }, + "FileParsingStatus": { + "chunks": { + "embeddingStatus": { + "empty": "Các khối văn bản chưa được vector hóa hoàn toàn, sẽ dẫn đến chức năng tìm kiếm ngữ nghĩa không khả dụng, để nâng cao chất lượng tìm kiếm, vui lòng vector hóa các khối văn bản", + "processing": "Các khối văn bản đang được vector hóa, vui lòng chờ", + "success": "Hiện tại tất cả các khối văn bản đã được vector hóa" + }, + "embeddings": "Vector hóa", + "status": { + "error": "Chia nhỏ thất bại", + "errorResult": "Chia nhỏ thất bại, vui lòng kiểm tra và thử lại. Nguyên nhân thất bại:", + "processing": "Đang chia nhỏ", + "processingTip": "Máy chủ đang chia tách các khối văn bản, đóng trang không ảnh hưởng đến tiến trình chia nhỏ" + } + } + }, + "GoBack": { + "back": "Quay lại" + }, "ModelSelect": { "featureTag": { "custom": "Mô hình tùy chỉnh, mặc định hỗ trợ cả cuộc gọi hàm và nhận diện hình ảnh, vui lòng xác minh khả năng sử dụng của chúng theo tình hình cụ thể", diff --git a/locales/zh-CN/components.json b/locales/zh-CN/components.json index 6f5f2d6d5145..5d022c40859e 100644 --- a/locales/zh-CN/components.json +++ b/locales/zh-CN/components.json @@ -5,6 +5,66 @@ "dragFileTitle": "上传文件", "dragTitle": "上传图片" }, + "FileManager": { + "actions": { + "addToKnowledgeBase": "添加到知识库", + "addToOtherKnowledgeBase": "添加到其他知识库", + "batchChunking": "批量分块", + "chunking": "分块", + "chunkingTooltip": "将文件拆分为多个文本块并向量化后，可用于语义检索和文件对话", + "confirmDelete": "即将删除该文件，删除后该将无法找回，请确认你的操作", + "confirmDeleteMultiFiles": "即将删除选中的 {{count}} 个文件，删除后该将无法找回，请确认你的操作", + "confirmRemoveFromKnowledgeBase": "即将从知识库中移除选中的 {{count}} 个文件，移除后文件仍然可以在全部文件中查看，请确认你的操作", + "copyUrl": "复制链接", + "copyUrlSuccess": "文件地址复制成功", + "createChunkingTask": "准备中...", + "deleteSuccess": "文件删除成功", + "downloading": "文件下载中...", + "removeFromKnowledgeBase": "从知识库中移除", + "removeFromKnowledgeBaseSuccess": "文件移除成功" + }, + "bottom": "已经到底啦", + "config": { + "showFilesInKnowledgeBase": "显示知识库中内容" + }, + "emptyStatus": { + "actions": { + "file": "上传文件", + "folder": "上传文件夹", + "knowledgeBase": "新建知识库" + }, + "or": "或者", + "title": "将文件或文件夹拖到这里" + }, + "title": { + "createdAt": "创建时间", + "size": "大小", + "title": "文件" + }, + "total": { + "fileCount": "共 {{count}} 项", + "selectedCount": "已选 {{count}} 项" + } + }, + "FileParsingStatus": { + "chunks": { + "embeddingStatus": { + "empty": "文本块尚未完全向量化，将导致语义检索功能不可用，为提升检索质量，请对文本块向量化", + "processing": "文本块正在向量化，请耐心等待", + "success": "当前文本块均已向量化" + }, + "embeddings": "向量化", + "status": { + "error": "分块失败", + "errorResult": "分块失败，请检查后重试。失败原因：", + "processing": "分块中", + "processingTip": "服务端正在拆分文本块，关闭页面不影响分块进度" + } + } + }, + "GoBack": { + "back": "返回" + }, "ModelSelect": { "featureTag": { "custom": "自定义模型，默认设定同时支持函数调用与视觉识别，请根据实际情况验证上述能力的可用性", diff --git a/locales/zh-TW/components.json b/locales/zh-TW/components.json index 4cc0d9f6ea09..e4322e5d1215 100644 --- a/locales/zh-TW/components.json +++ b/locales/zh-TW/components.json @@ -5,6 +5,66 @@ "dragFileTitle": "上傳檔案", "dragTitle": "上傳圖片" }, + "FileManager": { + "actions": { + "addToKnowledgeBase": "添加到知識庫", + "addToOtherKnowledgeBase": "添加到其他知識庫", + "batchChunking": "批量分塊", + "chunking": "分塊", + "chunkingTooltip": "將文件拆分為多個文本塊並向量化後，可用於語義檢索和文件對話", + "confirmDelete": "即將刪除該文件，刪除後將無法找回，請確認你的操作", + "confirmDeleteMultiFiles": "即將刪除選中的 {{count}} 個文件，刪除後將無法找回，請確認你的操作", + "confirmRemoveFromKnowledgeBase": "即將從知識庫中移除選中的 {{count}} 個文件，移除後文件仍然可以在全部文件中查看，請確認你的操作", + "copyUrl": "複製鏈接", + "copyUrlSuccess": "文件地址複製成功", + "createChunkingTask": "準備中...", + "deleteSuccess": "文件刪除成功", + "downloading": "文件下載中...", + "removeFromKnowledgeBase": "從知識庫中移除", + "removeFromKnowledgeBaseSuccess": "文件移除成功" + }, + "bottom": "已經到底啦", + "config": { + "showFilesInKnowledgeBase": "顯示知識庫中內容" + }, + "emptyStatus": { + "actions": { + "file": "上傳文件", + "folder": "上傳文件夾", + "knowledgeBase": "新建知識庫" + }, + "or": "或者", + "title": "將文件或文件夾拖到這裡" + }, + "title": { + "createdAt": "創建時間", + "size": "大小", + "title": "文件" + }, + "total": { + "fileCount": "共 {{count}} 項", + "selectedCount": "已選 {{count}} 項" + } + }, + "FileParsingStatus": { + "chunks": { + "embeddingStatus": { + "empty": "文本塊尚未完全向量化，將導致語義檢索功能不可用，為提升檢索質量，請對文本塊向量化", + "processing": "文本塊正在向量化，請耐心等待", + "success": "當前文本塊均已向量化" + }, + "embeddings": "向量化", + "status": { + "error": "分塊失敗", + "errorResult": "分塊失敗，請檢查後重試。失敗原因：", + "processing": "分塊中", + "processingTip": "服務端正在拆分文本塊，關閉頁面不影響分塊進度" + } + } + }, + "GoBack": { + "back": "返回" + }, "ModelSelect": { "featureTag": { "custom": "自訂模型，預設支援函式呼叫與視覺辨識，請根據實際情況驗證上述能力的可用性", diff --git a/src/app/(main)/settings/_layout/Desktop/SideBar.tsx b/src/app/(main)/settings/_layout/Desktop/SideBar.tsx index aa6bce37a967..930843ed85bd 100644 --- a/src/app/(main)/settings/_layout/Desktop/SideBar.tsx +++ b/src/app/(main)/settings/_layout/Desktop/SideBar.tsx @@ -5,31 +5,15 @@ import { useTranslation } from 'react-i18next'; import { Flexbox, FlexboxProps } from 'react-layout-kit'; import BrandWatermark from '@/components/BrandWatermark'; +import PanelTitle from '@/components/PanelTitle'; const useStyles = createStyles(({ token, css }) => ({ container: css` - padding-block: 24px 16px; + padding-block: 0 16px; padding-inline: 12px; background: ${token.colorBgContainer}; border-inline-end: 1px solid ${token.colorBorder}; `, - desc: css` - line-height: 1.4; - color: ${token.colorTextDescription}; - `, - header: css` - padding-block: 0; - padding-inline: 0.75rem; - `, - logo: css` - fill: ${token.colorText}; - `, - title: css` - margin: 0; - font-size: 26px; - font-weight: 600; - line-height: 1.3; - `, })); interface SidebarLayoutProps extends FlexboxProps { @@ -48,10 +32,7 @@ const SidebarLayout = ({ children, className, title, desc, ...rest }: SidebarLay width={280} {...rest} > - -

{title || t('header.title')}

-

{desc || t('header.desc')}

- + {children} diff --git a/src/components/FileIcon/config.ts b/src/components/FileIcon/config.ts new file mode 100644 index 000000000000..bd185dd8972b --- /dev/null +++ b/src/components/FileIcon/config.ts @@ -0,0 +1,12 @@ +export const mimeTypeMap: Record = { + csv: '#43aa55', + doc: '#2b56b1', + docx: '#2b56b1', + pdf: '#de2429', + ppt: '#c43e1b', + pptx: '#c43e1b', + text: '#607180', + txt: '#607180', + xls: '#2f6d3f', + xlsx: '#2f6d3f', +}; diff --git a/src/components/FileIcon/index.tsx b/src/components/FileIcon/index.tsx new file mode 100644 index 000000000000..e9d03c1dcf6c --- /dev/null +++ b/src/components/FileIcon/index.tsx @@ -0,0 +1,30 @@ +import { FileTypeIcon, MaterialFileTypeIcon } from '@lobehub/ui'; +import { memo } from 'react'; + +import { mimeTypeMap } from './config'; + +interface FileListProps { + fileName: string; + fileType: string; + size?: number; + variant?: 'pure' | 'file' | 'folder'; +} + +const FileIcon = memo(({ fileName, size, variant = 'file' }) => { + if (Object.keys(mimeTypeMap).some((key) => fileName.endsWith(`.${key}`))) { + const ext = fileName.split('.').pop() as string; + + return ( + + ); + } + + return ; +}); + +export default FileIcon; diff --git a/src/components/FunctionModal/createModalHooks.ts b/src/components/FunctionModal/createModalHooks.ts new file mode 100644 index 000000000000..fc5fce0e93b5 --- /dev/null +++ b/src/components/FunctionModal/createModalHooks.ts @@ -0,0 +1,46 @@ +import { App } from 'antd'; +import { ModalFuncProps } from 'antd/es/modal/interface'; +import { MutableRefObject, ReactNode, useRef } from 'react'; + +import { closeIcon, useStyles } from './style'; + +interface CreateModalProps extends ModalFuncProps { + content: ReactNode; +} + +interface ModalInstance { + destroy: (...args: any[]) => void; +} + +type PropsFunc = ( + instance: MutableRefObject, + props?: T, +) => CreateModalProps; + +const createModal = (params: CreateModalProps | PropsFunc) => { + const useModal = () => { + const { styles } = useStyles(); + const { modal } = App.useApp(); + const instanceRef = useRef(); + + const open = (outProps?: T) => { + const props = typeof params === 'function' ? params(instanceRef, outProps) : params; + + instanceRef.current = modal.confirm({ + className: styles.content, + closable: true, + closeIcon, + footer: false, + icon: null, + wrapClassName: styles.wrap, + ...props, + }); + }; + + return { open }; + }; + + return useModal; +}; + +export { createModal }; diff --git a/src/components/FunctionModal/index.ts b/src/components/FunctionModal/index.ts new file mode 100644 index 000000000000..757279fd9645 --- /dev/null +++ b/src/components/FunctionModal/index.ts @@ -0,0 +1 @@ +export * from './createModalHooks'; diff --git a/src/components/FunctionModal/style.tsx b/src/components/FunctionModal/style.tsx new file mode 100644 index 000000000000..8ce6b7a2aec0 --- /dev/null +++ b/src/components/FunctionModal/style.tsx @@ -0,0 +1,39 @@ +import { Icon } from '@lobehub/ui'; +import { createStyles } from 'antd-style'; +import { XIcon } from 'lucide-react'; + +export const useStyles = createStyles(({ css, token, prefixCls, isDarkMode, responsive }) => { + return { + content: css` + .${prefixCls}-modal-content { + overflow: hidden; + + width: min(90vw, 450px); + padding: 0; + + background: ${isDarkMode ? token.colorBgElevated : token.colorBgLayout}; + border: 1px solid ${token.colorSplit}; + border-radius: ${token.borderRadiusLG}px; + + ${responsive.mobile} { + width: unset; + } + } + .${prefixCls}-modal-confirm-title { + display: block; + padding-block: 16px 0; + padding-inline: 16px; + } + .${prefixCls}-modal-confirm-btns { + margin-block-start: 0; + padding: 16px; + } + `, + wrap: css` + overflow: hidden auto; + backdrop-filter: blur(2px); + `, + }; +}); + +export const closeIcon = ; diff --git a/src/components/GoBack/index.tsx b/src/components/GoBack/index.tsx new file mode 100644 index 000000000000..e5265c8ecdef --- /dev/null +++ b/src/components/GoBack/index.tsx @@ -0,0 +1,46 @@ +import { Icon } from '@lobehub/ui'; +import { createStyles } from 'antd-style'; +import { ArrowLeft } from 'lucide-react'; +import Link from 'next/link'; +import { memo } from 'react'; +import { useTranslation } from 'react-i18next'; +import { Flexbox } from 'react-layout-kit'; + +const useStyles = createStyles(({ css, token }) => { + return { + container: css` + width: fit-content; + height: 24px; + padding-inline: 8px; + + color: ${token.colorTextTertiary}; + + border-radius: 6px; + + &:hover { + color: ${token.colorTextSecondary}; + background: ${token.colorFillTertiary}; + } + `, + }; +}); + +interface GoBackProps { + href: string; +} + +const GoBack = memo(({ href }) => { + const { t } = useTranslation('components'); + const { styles } = useStyles(); + + return ( + + + +
{t('GoBack.back')}
+ + + ); +}); + +export default GoBack; diff --git a/src/components/PanelTitle/index.tsx b/src/components/PanelTitle/index.tsx new file mode 100644 index 000000000000..b86522005fee --- /dev/null +++ b/src/components/PanelTitle/index.tsx @@ -0,0 +1,41 @@ +'use client'; + +import { createStyles } from 'antd-style'; +import { CSSProperties, memo } from 'react'; +import { Flexbox } from 'react-layout-kit'; + +const useStyles = createStyles(({ token, css }) => ({ + desc: css` + line-height: 1.4; + color: ${token.colorTextDescription}; + `, + header: css` + padding-block: 24px 0; + padding-inline: 0.75rem; + `, + title: css` + margin: 0; + font-size: 26px; + font-weight: 600; + line-height: 1.3; + `, +})); + +interface PanelTitleProps { + desc?: string; + style?: CSSProperties; + title?: string; +} + +const PanelTitle = memo(({ title, desc, style }: PanelTitleProps) => { + const { styles } = useStyles(); + + return ( + +

{title}

+

{desc}

+ + ); +}); + +export default PanelTitle; diff --git a/src/components/RepoIcon/index.tsx b/src/components/RepoIcon/index.tsx new file mode 100644 index 000000000000..6f9cac3429b9 --- /dev/null +++ b/src/components/RepoIcon/index.tsx @@ -0,0 +1,22 @@ +import { Icon } from '@lobehub/ui'; +import { useTheme } from 'antd-style'; +import { BookTextIcon } from 'lucide-react'; +import { memo } from 'react'; + +interface RepoIconProps { + size?: number; +} +const RepoIcon = memo(({ size = 20 }) => { + const theme = useTheme(); + + return ( + + ); +}); + +export default RepoIcon; diff --git a/src/components/SidebarHeader/index.tsx b/src/components/SidebarHeader/index.tsx index caa3456eae37..a156ff8b341c 100644 --- a/src/components/SidebarHeader/index.tsx +++ b/src/components/SidebarHeader/index.tsx @@ -1,5 +1,5 @@ import { createStyles } from 'antd-style'; -import { type ReactNode, memo } from 'react'; +import { CSSProperties, type ReactNode, memo } from 'react'; import { Flexbox } from 'react-layout-kit'; const useStyles = createStyles(({ css }) => ({ @@ -10,10 +10,11 @@ const useStyles = createStyles(({ css }) => ({ interface SidebarHeaderProps { actions?: ReactNode; + style?: CSSProperties; title: ReactNode; } -const SidebarHeader = memo(({ title, actions }) => { +const SidebarHeader = memo(({ title, style, actions }) => { const { styles } = useStyles(); return ( @@ -24,6 +25,7 @@ const SidebarHeader = memo(({ title, actions }) => { horizontal padding={14} paddingInline={16} + style={style} > {title} diff --git a/src/components/TipGuide/index.tsx b/src/components/TipGuide/index.tsx new file mode 100644 index 000000000000..a4587eeba72d --- /dev/null +++ b/src/components/TipGuide/index.tsx @@ -0,0 +1,150 @@ +import { ActionIcon } from '@lobehub/ui'; +import { ConfigProvider, Popover, TooltipProps } from 'antd'; +import { createStyles, useTheme } from 'antd-style'; +import { XIcon } from 'lucide-react'; +import { CSSProperties, type FC, type ReactNode } from 'react'; +import { Flexbox } from 'react-layout-kit'; + +const useStyle = createStyles(({ css }) => { + return { + close: css` + color: white; + `, + container: css` + position: relative; + `, + footer: css` + display: flex; + justify-content: end; + width: 100%; + `, + overlay: css` + .ant-popover-inner { + border: none; + } + `, + tip: css` + position: absolute; + inset-inline-start: 50%; + transform: translate(-50%); + `, + }; +}); + +export interface TipGuideProps { + /** + * 引导内容 + */ + children?: ReactNode; + /** + * 类名 + */ + className?: string; + /** + * 默认时候的打开状态 + */ + defaultOpen?: boolean; + /** + * 用于自定义 footer 部分的 render api + */ + footerRender?: (dom: ReactNode) => ReactNode; + /** + * 最大宽度 + */ + maxWidth?: number; + /** + * 纵向偏移值 + */ + offsetY?: number; + /** + * 当 open 属性变化时候的触发 + */ + onOpenChange: (open: boolean) => void; + /** + * 受控的 open 属性 + */ + open?: boolean; + /** + * Tooltip 位置，默认为 bottom + */ + placement?: TooltipProps['placement']; + /** + * style + */ + style?: CSSProperties; + tip?: boolean; + /** + * 引导标题 + */ + title: string; +} + +const TipGuide: FC = ({ + children, + placement = 'bottom', + title, + offsetY, + maxWidth = 300, + className, + style, + open, + onOpenChange: setOpen, +}) => { + const token = useTheme(); + const { styles, cx } = useStyle(); + + return ( + + {open ? ( +
+
+ +
{title}
+ { + setOpen(false); + }} + size={'small'} + /> + + } + open={open} + overlayClassName={cx(className, styles.overlay)} + overlayStyle={{ maxWidth, zIndex: 1000, ...style }} + placement={placement} + trigger="hover" + > + {children} + +
+
+ ) : ( + children + )} + + ); +}; + +export default TipGuide; diff --git a/src/database/client/models/message.ts b/src/database/client/models/message.ts index e2fd3263938f..0474226a5d3c 100644 --- a/src/database/client/models/message.ts +++ b/src/database/client/models/message.ts @@ -6,9 +6,14 @@ import { DB_Message, DB_MessageSchema } from '@/database/client/schemas/message' import { ChatMessage } from '@/types/message'; import { nanoid } from '@/utils/uuid'; +/** + * use `@/types/message` instead + * @deprecated + */ export interface CreateMessageParams extends Partial>, Pick { + files?: string[]; fromModel?: string; fromProvider?: string; sessionId: string; diff --git a/src/features/Conversation/Messages/Default.tsx b/src/features/Conversation/Messages/Default.tsx index 67c9228c3380..e06850ae854e 100644 --- a/src/features/Conversation/Messages/Default.tsx +++ b/src/features/Conversation/Messages/Default.tsx @@ -1,10 +1,9 @@ import { ReactNode, memo } from 'react'; +import BubblesLoading from '@/components/BubblesLoading'; import { LOADING_FLAT } from '@/const/message'; import { ChatMessage } from '@/types/message'; -import BubblesLoading from '@/components/BubblesLoading'; - export const DefaultMessage = memo< ChatMessage & { editableContent: ReactNode; diff --git a/src/libs/agent-runtime/AgentRuntime.ts b/src/libs/agent-runtime/AgentRuntime.ts index c8a0be7ddbea..a19319533c7c 100644 --- a/src/libs/agent-runtime/AgentRuntime.ts +++ b/src/libs/agent-runtime/AgentRuntime.ts @@ -27,6 +27,8 @@ import { LobeTogetherAI } from './togetherai'; import { ChatCompetitionOptions, ChatStreamPayload, + EmbeddingsOptions, + EmbeddingsPayload, ModelProvider, TextToImagePayload, } from './types'; @@ -78,6 +80,7 @@ class AgentRuntime { async chat(payload: ChatStreamPayload, options?: ChatCompetitionOptions) { return this._runtime.chat(payload, options); } + async textToImage(payload: TextToImagePayload) { return this._runtime.textToImage?.(payload); } @@ -86,6 +89,10 @@ class AgentRuntime { return this._runtime.models?.(); } + async embeddings(payload: EmbeddingsPayload, options?: EmbeddingsOptions) { + return this._runtime.embeddings?.(payload, options); + } + /** * @description Initialize the runtime with the provider and the options * @param provider choose a model provider @@ -247,12 +254,12 @@ class AgentRuntime { case ModelProvider.Ai360: { runtimeModel = new LobeAi360AI(params.ai360 ?? {}); - break + break; } case ModelProvider.SiliconCloud: { runtimeModel = new LobeSiliconCloudAI(params.siliconcloud ?? {}); - break + break; } } diff --git a/src/libs/agent-runtime/BaseAI.ts b/src/libs/agent-runtime/BaseAI.ts index b36faabb8669..c529491dfcc2 100644 --- a/src/libs/agent-runtime/BaseAI.ts +++ b/src/libs/agent-runtime/BaseAI.ts @@ -3,12 +3,20 @@ import OpenAI from 'openai'; import { TextToImagePayload } from '@/libs/agent-runtime/types/textToImage'; import { ChatModelCard } from '@/types/llm'; -import { ChatCompetitionOptions, ChatStreamPayload } from './types'; +import { + ChatCompetitionOptions, + ChatStreamPayload, + EmbeddingItem, + EmbeddingsOptions, + EmbeddingsPayload, +} from './types'; export interface LobeRuntimeAI { baseURL?: string; chat(payload: ChatStreamPayload, options?: ChatCompetitionOptions): Promise; + embeddings?(payload: EmbeddingsPayload, options?: EmbeddingsOptions): Promise; + models?(): Promise; textToImage?: (payload: TextToImagePayload) => Promise; @@ -21,4 +29,9 @@ export abstract class LobeOpenAICompatibleRuntime { abstract chat(payload: ChatStreamPayload, options?: ChatCompetitionOptions): Promise; abstract models(): Promise; + + abstract embeddings( + payload: EmbeddingsPayload, + options?: EmbeddingsOptions, + ): Promise; } diff --git a/src/libs/agent-runtime/qwen/index.ts b/src/libs/agent-runtime/qwen/index.ts index df734e98239e..2e141c3bff11 100644 --- a/src/libs/agent-runtime/qwen/index.ts +++ b/src/libs/agent-runtime/qwen/index.ts @@ -3,7 +3,7 @@ import OpenAI, { ClientOptions } from 'openai'; import Qwen from '@/config/modelProviders/qwen'; -import { LobeOpenAICompatibleRuntime, LobeRuntimeAI } from '../BaseAI'; +import { LobeRuntimeAI } from '../BaseAI'; import { AgentRuntimeErrorType } from '../error'; import { ChatCompetitionOptions, ChatStreamPayload, ModelProvider } from '../types'; import { AgentRuntimeError } from '../utils/createError'; @@ -23,7 +23,7 @@ const DEFAULT_BASE_URL = 'https://dashscope.aliyuncs.com/compatible-mode/v1'; * or * 2. Set S3-* enviroment variables properly to store all uploaded files. */ -export class LobeQwenAI extends LobeOpenAICompatibleRuntime implements LobeRuntimeAI { +export class LobeQwenAI implements LobeRuntimeAI { client: OpenAI; baseURL: string; @@ -32,7 +32,6 @@ export class LobeQwenAI extends LobeOpenAICompatibleRuntime implements LobeRunti baseURL = DEFAULT_BASE_URL, ...res }: ClientOptions & Record = {}) { - super(); if (!apiKey) throw AgentRuntimeError.createError(AgentRuntimeErrorType.InvalidProviderAPIKey); this.client = new OpenAI({ apiKey, baseURL, ...res }); this.baseURL = this.client.baseURL; @@ -108,7 +107,7 @@ export class LobeQwenAI extends LobeOpenAICompatibleRuntime implements LobeRunti ...payload, messages, result_format: 'message', - stream: !!tools?.length ? false : stream ?? true, + stream: !!tools?.length ? false : (stream ?? true), top_p: top_p && top_p >= 1 ? 0.999 : top_p, }; diff --git a/src/libs/agent-runtime/types/embeddings.ts b/src/libs/agent-runtime/types/embeddings.ts new file mode 100644 index 000000000000..b13bc442874f --- /dev/null +++ b/src/libs/agent-runtime/types/embeddings.ts @@ -0,0 +1,43 @@ +export interface EmbeddingsPayload { + /** + * The number of dimensions the resulting output embeddings should have. Only + * supported in `text-embedding-3` and later models. + */ + dimensions?: number; + /** + * Input text to embed, encoded as a string or array of tokens. To embed multiple + * inputs in a single request, pass an array of strings . + * The input must not exceed the max input tokens for the model (8192 tokens for + * `text-embedding-ada-002`), cannot be an empty string, and any array must be 2048 + * dimensions or less. + */ + input: string | Array; + + model: string; +} + +export interface EmbeddingsOptions { + headers?: Record; + signal?: AbortSignal; + /** + * userId for the embeddings + */ + user?: string; +} + +export interface EmbeddingItem { + /** + * The embedding vector, which is a list of floats. The length of vector depends on + * the model as listed in the + * [embedding guide](https://platform.openai.com/docs/guides/embeddings). + */ + embedding: Array; + /** + * The index of the embedding in the list of embeddings. + */ + index: number; + /** + * The object type, which is always "embedding". + */ + object: 'embedding'; +} diff --git a/src/libs/agent-runtime/types/index.ts b/src/libs/agent-runtime/types/index.ts index c4eaaea80397..e6ea1ca3a7af 100644 --- a/src/libs/agent-runtime/types/index.ts +++ b/src/libs/agent-runtime/types/index.ts @@ -1,3 +1,4 @@ export * from './chat'; +export * from './embeddings'; export * from './textToImage'; export * from './type'; diff --git a/src/libs/agent-runtime/utils/openaiCompatibleFactory/index.ts b/src/libs/agent-runtime/utils/openaiCompatibleFactory/index.ts index 41c0bcdc24dd..3b8f8f348849 100644 --- a/src/libs/agent-runtime/utils/openaiCompatibleFactory/index.ts +++ b/src/libs/agent-runtime/utils/openaiCompatibleFactory/index.ts @@ -6,7 +6,14 @@ import { ChatModelCard } from '@/types/llm'; import { LobeRuntimeAI } from '../../BaseAI'; import { AgentRuntimeErrorType, ILobeAgentRuntimeErrorType } from '../../error'; -import { ChatCompetitionOptions, ChatCompletionErrorPayload, ChatStreamPayload } from '../../types'; +import { + ChatCompetitionOptions, + ChatCompletionErrorPayload, + ChatStreamPayload, + EmbeddingItem, + EmbeddingsOptions, + EmbeddingsPayload, +} from '../../types'; import { AgentRuntimeError } from '../createError'; import { debugResponse, debugStream } from '../debugStream'; import { desensitizeUrl } from '../desensitizeUrl'; @@ -154,7 +161,7 @@ export const LobeOpenAICompatibleFactory = = any> const response = await this.client.chat.completions.create( { ...postPayload, - ...(chatCompletion?.noUserId ? {} : { user: options?.user }) + ...(chatCompletion?.noUserId ? {} : { user: options?.user }), }, { // https://github.com/lobehub/lobe-chat/pull/318 @@ -215,6 +222,22 @@ export const LobeOpenAICompatibleFactory = = any> .filter(Boolean) as ChatModelCard[]; } + async embeddings( + payload: EmbeddingsPayload, + options?: EmbeddingsOptions, + ): Promise { + try { + const res = await this.client.embeddings.create( + { ...payload, user: options?.user }, + { headers: options?.headers, signal: options?.signal }, + ); + + return res.data; + } catch (error) { + throw this.handleError(error); + } + } + async textToImage(payload: TextToImagePayload) { try { const res = await this.client.images.generate(payload); diff --git a/src/libs/langchain/file.ts b/src/libs/langchain/file.ts new file mode 100644 index 000000000000..b37890538679 --- /dev/null +++ b/src/libs/langchain/file.ts @@ -0,0 +1,29 @@ +export const LANGCHAIN_SUPPORT_TEXT_LIST = [ + 'txt', + 'md', + 'markdown', + 'md', + 'mdx', + 'toml', + 'yaml', + 'json', + + 'sh', + 'patch', + // js + 'js', + 'jsx', + 'mjs', + 'tsx', + 'ts', + 'less', + 'css', + // rust + 'rs', + // python + 'py', + 'java', + // database + 'sql', + 'db', +]; diff --git a/src/libs/langchain/index.ts b/src/libs/langchain/index.ts new file mode 100644 index 000000000000..344652772347 --- /dev/null +++ b/src/libs/langchain/index.ts @@ -0,0 +1 @@ +export * from './loaders'; diff --git a/src/libs/langchain/loaders/code/__tests__/index.test.ts b/src/libs/langchain/loaders/code/__tests__/index.test.ts new file mode 100644 index 000000000000..73cadff9362a --- /dev/null +++ b/src/libs/langchain/loaders/code/__tests__/index.test.ts @@ -0,0 +1,34 @@ +// @vitest-environment node +import * as fs from 'node:fs'; +import { join } from 'node:path'; + +import { CodeLoader } from '../index'; +import longResult from './long.json'; + +describe('CodeLoader', () => { + it('split simple code', async () => { + const jsCode = `function helloWorld() { + console.log("Hello, World!"); +} +// Call the function +helloWorld();`; + + const result = await CodeLoader(jsCode, 'js'); + + expect(result).toEqual([ + { + pageContent: + 'function helloWorld() {\n console.log("Hello, World!");\n}\n// Call the function\nhelloWorld();', + metadata: { loc: { lines: { from: 1, to: 5 } } }, + }, + ]); + }); + + it('split long', async () => { + const code = fs.readFileSync(join(__dirname, `./long.txt`), 'utf-8'); + + const result = await CodeLoader(code, 'js'); + + expect(result).toEqual(longResult); + }); +}); diff --git a/src/libs/langchain/loaders/code/__tests__/long.json b/src/libs/langchain/loaders/code/__tests__/long.json new file mode 100644 index 000000000000..7881a7440ad2 --- /dev/null +++ b/src/libs/langchain/loaders/code/__tests__/long.json @@ -0,0 +1,250 @@ +[ + { + "pageContent": "import { copyToClipboard } from '@lobehub/ui';\nimport isEqual from 'fast-deep-equal';\nimport { produce } from 'immer';\nimport { template } from 'lodash-es';\nimport { SWRResponse, mutate } from 'swr';\nimport { StateCreator } from 'zustand/vanilla';", + "metadata": { "loc": { "lines": { "from": 1, "to": 6 } } } + }, + { + "pageContent": "import { chainAnswerWithContext } from '@/chains/answerWithContext';\nimport { LOADING_FLAT } from '@/const/message';\nimport { TraceEventType, TraceNameMap } from '@/const/trace';\nimport { isServerMode } from '@/const/version';\nimport { useClientDataSWR } from '@/libs/swr';\nimport { chatService } from '@/services/chat';\nimport { messageService } from '@/services/message';\nimport { topicService } from '@/services/topic';\nimport { traceService } from '@/services/trace';\nimport { useAgentStore } from '@/store/agent';\nimport { agentSelectors } from '@/store/agent/selectors';\nimport { chatHelpers } from '@/store/chat/helpers';\nimport { messageMapKey } from '@/store/chat/slices/message/utils';\nimport { ChatStore } from '@/store/chat/store';\nimport { useSessionStore } from '@/store/session';", + "metadata": { "loc": { "lines": { "from": 8, "to": 22 } } } + }, + { + "pageContent": "import { traceService } from '@/services/trace';\nimport { useAgentStore } from '@/store/agent';\nimport { agentSelectors } from '@/store/agent/selectors';\nimport { chatHelpers } from '@/store/chat/helpers';\nimport { messageMapKey } from '@/store/chat/slices/message/utils';\nimport { ChatStore } from '@/store/chat/store';\nimport { useSessionStore } from '@/store/session';\nimport { UploadFileItem } from '@/types/files/upload';\nimport {\n ChatMessage,\n ChatMessageError,\n CreateMessageParams,\n MessageToolCall,\n} from '@/types/message';\nimport { TraceEventPayloads } from '@/types/trace';\nimport { setNamespace } from '@/utils/storeDebug';\nimport { nanoid } from '@/utils/uuid';", + "metadata": { "loc": { "lines": { "from": 16, "to": 32 } } } + }, + { + "pageContent": "import type { ChatStoreState } from '../../initialState';\nimport { chatSelectors, topicSelectors } from '../../selectors';\nimport { preventLeavingFn, toggleBooleanList } from '../../utils';\nimport { ChatRAGAction, chatRag } from './actions/rag';\nimport { MessageDispatch, messagesReducer } from './reducer';", + "metadata": { "loc": { "lines": { "from": 34, "to": 38 } } } + }, + { + "pageContent": "const n = setNamespace('m');", + "metadata": { "loc": { "lines": { "from": 40, "to": 40 } } } + }, + { + "pageContent": "const SWR_USE_FETCH_MESSAGES = 'SWR_USE_FETCH_MESSAGES';\n\nexport interface SendMessageParams {\n message: string;\n files?: UploadFileItem[];\n onlyAddUserMessage?: boolean;\n /**\n *\n * https://github.com/lobehub/lobe-chat/pull/2086\n */\n isWelcomeQuestion?: boolean;\n}\n\ninterface ProcessMessageParams {\n traceId?: string;\n isWelcomeQuestion?: boolean;\n /**\n * the RAG query content, should be embedding and used in the semantic search\n */\n ragQuery?: string;\n}\n\nexport interface ChatMessageAction extends ChatRAGAction {\n // create\n sendMessage: (params: SendMessageParams) => Promise;\n addAIMessage: () => Promise;\n /**\n * regenerate message\n * trace enabled\n * @param id\n */\n regenerateMessage: (id: string) => Promise;", + "metadata": { "loc": { "lines": { "from": 42, "to": 73 } } } + }, + { + "pageContent": "// delete\n /**\n * clear message on the active session\n */\n clearMessage: () => Promise;\n deleteMessage: (id: string) => Promise;\n deleteToolMessage: (id: string) => Promise;\n delAndRegenerateMessage: (id: string) => Promise;\n clearAllMessages: () => Promise;\n // update\n updateInputMessage: (message: string) => void;\n modifyMessageContent: (id: string, content: string) => Promise;\n // query\n useFetchMessages: (sessionId: string, topicId?: string) => SWRResponse;\n stopGenerateMessage: () => void;\n copyMessage: (id: string, content: string) => Promise;\n refreshMessages: () => Promise;\n toggleMessageEditing: (id: string, editing: boolean) => void;", + "metadata": { "loc": { "lines": { "from": 75, "to": 92 } } } + }, + { + "pageContent": "// ========= ↓ Internal Method ↓ ========== //\n // ========================================== //\n // ========================================== //", + "metadata": { "loc": { "lines": { "from": 94, "to": 96 } } } + }, + { + "pageContent": "/**\n * update message at the frontend point\n * this method will not update messages to database\n */\n internal_dispatchMessage: (payload: MessageDispatch) => void;\n /**\n * core process of the AI message (include preprocess and postprocess)\n */\n internal_coreProcessMessage: (\n messages: ChatMessage[],\n parentId: string,\n params?: ProcessMessageParams,\n ) => Promise;\n /**\n * the method to fetch the AI message\n */\n internal_fetchAIChatMessage: (\n messages: ChatMessage[],\n assistantMessageId: string,\n params?: ProcessMessageParams,\n ) => Promise<{\n isFunctionCall: boolean;\n traceId?: string;\n }>;", + "metadata": { "loc": { "lines": { "from": 98, "to": 121 } } } + }, + { + "pageContent": "/**\n * update the message content with optimistic update\n * a method used by other action\n */\n internal_updateMessageContent: (\n id: string,\n content: string,\n toolCalls?: MessageToolCall[],\n ) => Promise;\n /**\n * update the message error with optimistic update\n */\n internal_updateMessageError: (id: string, error: ChatMessageError | null) => Promise;\n /**\n * create a message with optimistic update\n */\n internal_createMessage: (\n params: CreateMessageParams,\n context?: { tempMessageId?: string; skipRefresh?: boolean },\n ) => Promise;\n /**\n * create a temp message for optimistic update\n * otherwise the message will be too slow to show\n */\n internal_createTmpMessage: (params: CreateMessageParams) => string;\n /**", + "metadata": { "loc": { "lines": { "from": 123, "to": 148 } } } + }, + { + "pageContent": "/**\n * create a message with optimistic update\n */\n internal_createMessage: (\n params: CreateMessageParams,\n context?: { tempMessageId?: string; skipRefresh?: boolean },\n ) => Promise;\n /**\n * create a temp message for optimistic update\n * otherwise the message will be too slow to show\n */\n internal_createTmpMessage: (params: CreateMessageParams) => string;\n /**\n * delete the message content with optimistic update\n */\n internal_deleteMessage: (id: string) => Promise;\n internal_resendMessage: (id: string, traceId?: string) => Promise;", + "metadata": { "loc": { "lines": { "from": 136, "to": 152 } } } + }, + { + "pageContent": "internal_fetchMessages: () => Promise;\n internal_traceMessage: (id: string, payload: TraceEventPayloads) => Promise;", + "metadata": { "loc": { "lines": { "from": 154, "to": 155 } } } + }, + { + "pageContent": "/**\n * method to toggle message create loading state\n * the AI message status is creating -> generating\n * other message role like user and tool , only this method need to be called\n */\n internal_toggleMessageLoading: (loading: boolean, id: string) => void;\n /**\n * method to toggle ai message generating loading\n */\n internal_toggleChatLoading: (\n loading: boolean,\n id?: string,\n action?: string,\n ) => AbortController | undefined;\n /**\n * method to toggle the tool calling loading state\n */\n internal_toggleToolCallingStreaming: (id: string, streaming: boolean[] | undefined) => void;\n /**\n * helper to toggle the loading state of the array,used by these three toggleXXXLoading\n */\n internal_toggleLoadingArrays: (\n key: keyof ChatStoreState,", + "metadata": { "loc": { "lines": { "from": 157, "to": 179 } } } + }, + { + "pageContent": "action?: string,\n ) => AbortController | undefined;\n /**\n * method to toggle the tool calling loading state\n */\n internal_toggleToolCallingStreaming: (id: string, streaming: boolean[] | undefined) => void;\n /**\n * helper to toggle the loading state of the array,used by these three toggleXXXLoading\n */\n internal_toggleLoadingArrays: (\n key: keyof ChatStoreState,\n loading: boolean,\n id?: string,\n action?: string,\n ) => AbortController | undefined;\n}", + "metadata": { "loc": { "lines": { "from": 169, "to": 184 } } } + }, + { + "pageContent": "const getAgentConfig = () => agentSelectors.currentAgentConfig(useAgentStore.getState());\nconst getAgentChatConfig = () => agentSelectors.currentAgentChatConfig(useAgentStore.getState());", + "metadata": { "loc": { "lines": { "from": 186, "to": 187 } } } + }, + { + "pageContent": "const hasEnabledKnowledge = () => agentSelectors.hasEnabledKnowledge(useAgentStore.getState());\n\nexport const chatMessage: StateCreator<\n ChatStore,\n [['zustand/devtools', never]],\n [],\n ChatMessageAction\n> = (set, get, ...rest) => ({\n ...chatRag(set, get, ...rest),\n\n deleteMessage: async (id) => {\n const message = chatSelectors.getMessageById(id)(get());\n if (!message) return;\n\n let ids = [message.id];\n\n // if the message is a tool calls, then delete all the related messages\n if (message.tools) {\n const toolMessageIds = message.tools.flatMap((tool) => {\n const messages = chatSelectors\n .currentChats(get())\n .filter((m) => m.tool_call_id === tool.id);", + "metadata": { "loc": { "lines": { "from": 188, "to": 209 } } } + }, + { + "pageContent": "let ids = [message.id];\n\n // if the message is a tool calls, then delete all the related messages\n if (message.tools) {\n const toolMessageIds = message.tools.flatMap((tool) => {\n const messages = chatSelectors\n .currentChats(get())\n .filter((m) => m.tool_call_id === tool.id);\n\n return messages.map((m) => m.id);\n });\n ids = ids.concat(toolMessageIds);\n }\n\n get().internal_dispatchMessage({ type: 'deleteMessages', ids });\n await messageService.removeMessages(ids);\n await get().refreshMessages();\n },\n\n deleteToolMessage: async (id) => {\n const message = chatSelectors.getMessageById(id)(get());\n if (!message || message.role !== 'tool') return;", + "metadata": { "loc": { "lines": { "from": 202, "to": 223 } } } + }, + { + "pageContent": "get().internal_dispatchMessage({ type: 'deleteMessages', ids });\n await messageService.removeMessages(ids);\n await get().refreshMessages();\n },\n\n deleteToolMessage: async (id) => {\n const message = chatSelectors.getMessageById(id)(get());\n if (!message || message.role !== 'tool') return;\n\n const removeToolInAssistantMessage = async () => {\n if (!message.parentId) return;\n await get().internal_removeToolToAssistantMessage(message.parentId, message.tool_call_id);\n };\n\n await Promise.all([\n // 1. remove tool message\n get().internal_deleteMessage(id),\n // 2. remove the tool item in the assistant tools\n removeToolInAssistantMessage(),\n ]);\n },", + "metadata": { "loc": { "lines": { "from": 216, "to": 236 } } } + }, + { + "pageContent": "await Promise.all([\n // 1. remove tool message\n get().internal_deleteMessage(id),\n // 2. remove the tool item in the assistant tools\n removeToolInAssistantMessage(),\n ]);\n },\n\n delAndRegenerateMessage: async (id) => {\n const traceId = chatSelectors.getTraceIdByMessageId(id)(get());\n get().internal_resendMessage(id, traceId);\n get().deleteMessage(id);\n\n // trace the delete and regenerate message\n get().internal_traceMessage(id, { eventType: TraceEventType.DeleteAndRegenerateMessage });\n },\n regenerateMessage: async (id: string) => {\n const traceId = chatSelectors.getTraceIdByMessageId(id)(get());\n await get().internal_resendMessage(id, traceId);", + "metadata": { "loc": { "lines": { "from": 230, "to": 248 } } } + }, + { + "pageContent": "// trace the delete and regenerate message\n get().internal_traceMessage(id, { eventType: TraceEventType.DeleteAndRegenerateMessage });\n },\n regenerateMessage: async (id: string) => {\n const traceId = chatSelectors.getTraceIdByMessageId(id)(get());\n await get().internal_resendMessage(id, traceId);\n\n // trace the delete and regenerate message\n get().internal_traceMessage(id, { eventType: TraceEventType.RegenerateMessage });\n },\n clearMessage: async () => {\n const { activeId, activeTopicId, refreshMessages, refreshTopic, switchTopic } = get();\n\n await messageService.removeMessagesByAssistant(activeId, activeTopicId);\n\n if (activeTopicId) {\n await topicService.removeTopic(activeTopicId);\n }\n await refreshTopic();\n await refreshMessages();", + "metadata": { "loc": { "lines": { "from": 243, "to": 262 } } } + }, + { + "pageContent": "await messageService.removeMessagesByAssistant(activeId, activeTopicId);\n\n if (activeTopicId) {\n await topicService.removeTopic(activeTopicId);\n }\n await refreshTopic();\n await refreshMessages();\n\n // after remove topic , go back to default topic\n switchTopic();\n },\n clearAllMessages: async () => {\n const { refreshMessages } = get();\n await messageService.removeAllMessages();\n await refreshMessages();\n },\n sendMessage: async ({ message, files, onlyAddUserMessage, isWelcomeQuestion }) => {\n const { internal_coreProcessMessage, activeTopicId, activeId } = get();\n if (!activeId) return;\n\n const fileIdList = files?.map((f) => f.id);\n\n const hasFile = !!fileIdList && fileIdList.length > 0;", + "metadata": { "loc": { "lines": { "from": 256, "to": 278 } } } + }, + { + "pageContent": "const fileIdList = files?.map((f) => f.id);\n\n const hasFile = !!fileIdList && fileIdList.length > 0;\n\n // if message is empty or no files, then stop\n if (!message && !hasFile) return;\n\n set({ isCreatingMessage: true }, false, 'creatingMessage/start');\n\n const newMessage: CreateMessageParams = {\n content: message,\n // if message has attached with files, then add files to message and the agent\n files: fileIdList,\n role: 'user',\n sessionId: activeId,\n // if there is activeTopicId，then add topicId to message\n topicId: activeTopicId,\n };\n\n const agentConfig = getAgentChatConfig();\n\n let tempMessageId: string | undefined = undefined;\n let newTopicId: string | undefined = undefined;", + "metadata": { "loc": { "lines": { "from": 276, "to": 298 } } } + }, + { + "pageContent": "const agentConfig = getAgentChatConfig();\n\n let tempMessageId: string | undefined = undefined;\n let newTopicId: string | undefined = undefined;\n\n // it should be the default topic, then\n // if autoCreateTopic is enabled, check to whether we need to create a topic\n if (!onlyAddUserMessage && !activeTopicId && agentConfig.enableAutoCreateTopic) {\n // check activeTopic and then auto create topic\n const chats = chatSelectors.currentChats(get());\n\n // we will add two messages (user and assistant), so the finial length should +2\n const featureLength = chats.length + 2;", + "metadata": { "loc": { "lines": { "from": 295, "to": 307 } } } + }, + { + "pageContent": "// we will add two messages (user and assistant), so the finial length should +2\n const featureLength = chats.length + 2;\n\n // if there is no activeTopicId and the feature length is greater than the threshold\n // then create a new topic and active it\n if (!get().activeTopicId && featureLength >= agentConfig.autoCreateTopicThreshold) {\n // we need to create a temp message for optimistic update\n tempMessageId = get().internal_createTmpMessage(newMessage);\n get().internal_toggleMessageLoading(true, tempMessageId);\n\n const topicId = await get().createTopic();\n\n if (topicId) {\n newTopicId = topicId;\n newMessage.topicId = topicId;", + "metadata": { "loc": { "lines": { "from": 306, "to": 320 } } } + }, + { + "pageContent": "const topicId = await get().createTopic();\n\n if (topicId) {\n newTopicId = topicId;\n newMessage.topicId = topicId;\n\n // we need to copy the messages to the new topic or the message will disappear\n const mapKey = chatSelectors.currentChatKey(get());\n const newMaps = {\n ...get().messagesMap,\n [messageMapKey(activeId, topicId)]: get().messagesMap[mapKey],\n };\n set({ messagesMap: newMaps }, false, 'internal_copyMessages');\n\n // get().internal_dispatchMessage({ type: 'deleteMessage', id: tempMessageId });\n get().internal_toggleMessageLoading(false, tempMessageId);", + "metadata": { "loc": { "lines": { "from": 316, "to": 331 } } } + }, + { + "pageContent": "// get().internal_dispatchMessage({ type: 'deleteMessage', id: tempMessageId });\n get().internal_toggleMessageLoading(false, tempMessageId);\n\n // make the topic loading\n get().internal_updateTopicLoading(topicId, true);\n }\n }\n }\n // update assistant update to make it rerank\n useSessionStore.getState().triggerSessionUpdate(get().activeId);\n\n const id = await get().internal_createMessage(newMessage, {\n tempMessageId,\n skipRefresh: !onlyAddUserMessage,\n });\n\n // switch to the new topic if create the new topic\n if (!!newTopicId) {\n await get().switchTopic(newTopicId, true);\n await get().internal_fetchMessages();", + "metadata": { "loc": { "lines": { "from": 330, "to": 349 } } } + }, + { + "pageContent": "const id = await get().internal_createMessage(newMessage, {\n tempMessageId,\n skipRefresh: !onlyAddUserMessage,\n });\n\n // switch to the new topic if create the new topic\n if (!!newTopicId) {\n await get().switchTopic(newTopicId, true);\n await get().internal_fetchMessages();\n\n // delete previous messages\n // remove the temp message map\n const newMaps = { ...get().messagesMap, [messageMapKey(activeId, null)]: [] };\n set({ messagesMap: newMaps }, false, 'internal_copyMessages');\n }\n\n // if only add user message, then stop\n if (onlyAddUserMessage) {\n set({ isCreatingMessage: false }, false, 'creatingMessage/start');\n return;\n }", + "metadata": { "loc": { "lines": { "from": 341, "to": 361 } } } + }, + { + "pageContent": "// delete previous messages\n // remove the temp message map\n const newMaps = { ...get().messagesMap, [messageMapKey(activeId, null)]: [] };\n set({ messagesMap: newMaps }, false, 'internal_copyMessages');\n }\n\n // if only add user message, then stop\n if (onlyAddUserMessage) {\n set({ isCreatingMessage: false }, false, 'creatingMessage/start');\n return;\n }\n\n // Get the current messages to generate AI response\n const messages = chatSelectors.currentChats(get());\n const userFiles = chatSelectors.currentUserFiles(get()).map((f) => f.id);", + "metadata": { "loc": { "lines": { "from": 351, "to": 365 } } } + }, + { + "pageContent": "// if only add user message, then stop\n if (onlyAddUserMessage) {\n set({ isCreatingMessage: false }, false, 'creatingMessage/start');\n return;\n }\n\n // Get the current messages to generate AI response\n const messages = chatSelectors.currentChats(get());\n const userFiles = chatSelectors.currentUserFiles(get()).map((f) => f.id);\n\n await internal_coreProcessMessage(messages, id, {\n isWelcomeQuestion,\n // if there is relative files or enabled knowledge, try with ragQuery\n ragQuery: hasEnabledKnowledge() || userFiles.length > 0 ? message : undefined,\n });\n\n set({ isCreatingMessage: false }, false, 'creatingMessage/stop');", + "metadata": { "loc": { "lines": { "from": 357, "to": 373 } } } + }, + { + "pageContent": "await internal_coreProcessMessage(messages, id, {\n isWelcomeQuestion,\n // if there is relative files or enabled knowledge, try with ragQuery\n ragQuery: hasEnabledKnowledge() || userFiles.length > 0 ? message : undefined,\n });\n\n set({ isCreatingMessage: false }, false, 'creatingMessage/stop');\n\n const summaryTitle = async () => {\n // if autoCreateTopic is false, then stop\n if (!agentConfig.enableAutoCreateTopic) return;\n\n // check activeTopic and then auto update topic title\n if (newTopicId) {\n const chats = chatSelectors.currentChats(get());\n await get().summaryTopicTitle(newTopicId, chats);\n return;\n }\n\n const topic = topicSelectors.currentActiveTopic(get());", + "metadata": { "loc": { "lines": { "from": 367, "to": 386 } } } + }, + { + "pageContent": "// check activeTopic and then auto update topic title\n if (newTopicId) {\n const chats = chatSelectors.currentChats(get());\n await get().summaryTopicTitle(newTopicId, chats);\n return;\n }\n\n const topic = topicSelectors.currentActiveTopic(get());\n\n if (topic && !topic.title) {\n const chats = chatSelectors.currentChats(get());\n await get().summaryTopicTitle(topic.id, chats);\n }\n };\n\n // if there is relative files, then add files to agent\n // only available in server mode\n const addFilesToAgent = async () => {\n if (userFiles.length === 0 || !isServerMode) return;\n\n await useAgentStore.getState().addFilesToAgent(userFiles, false);\n };", + "metadata": { "loc": { "lines": { "from": 379, "to": 400 } } } + }, + { + "pageContent": "// if there is relative files, then add files to agent\n // only available in server mode\n const addFilesToAgent = async () => {\n if (userFiles.length === 0 || !isServerMode) return;\n\n await useAgentStore.getState().addFilesToAgent(userFiles, false);\n };\n\n await Promise.all([summaryTitle(), addFilesToAgent()]);\n },\n addAIMessage: async () => {\n const { internal_createMessage, updateInputMessage, activeTopicId, activeId, inputMessage } =\n get();\n if (!activeId) return;\n\n await internal_createMessage({\n content: inputMessage,\n role: 'assistant',\n sessionId: activeId,\n // if there is activeTopicId，then add topicId to message\n topicId: activeTopicId,\n });", + "metadata": { "loc": { "lines": { "from": 394, "to": 415 } } } + }, + { + "pageContent": "await internal_createMessage({\n content: inputMessage,\n role: 'assistant',\n sessionId: activeId,\n // if there is activeTopicId，then add topicId to message\n topicId: activeTopicId,\n });\n\n updateInputMessage('');\n },\n copyMessage: async (id, content) => {\n await copyToClipboard(content);\n\n get().internal_traceMessage(id, { eventType: TraceEventType.CopyMessage });\n },\n toggleMessageEditing: (id, editing) => {\n set(\n { messageEditingIds: toggleBooleanList(get().messageEditingIds, id, editing) },\n false,\n 'toggleMessageEditing',\n );\n },\n stopGenerateMessage: () => {\n const { abortController, internal_toggleChatLoading } = get();\n if (!abortController) return;\n\n abortController.abort('canceled');", + "metadata": { "loc": { "lines": { "from": 409, "to": 435 } } } + }, + { + "pageContent": "abortController.abort('canceled');\n\n internal_toggleChatLoading(false, undefined, n('stopGenerateMessage') as string);\n },\n\n updateInputMessage: (message) => {\n if (isEqual(message, get().inputMessage)) return;\n\n set({ inputMessage: message }, false, n('updateInputMessage', message));\n },\n modifyMessageContent: async (id, content) => {\n // tracing the diff of update\n // due to message content will change, so we need send trace before update,or will get wrong data\n get().internal_traceMessage(id, {\n eventType: TraceEventType.ModifyMessage,\n nextContent: content,\n });", + "metadata": { "loc": { "lines": { "from": 435, "to": 451 } } } + }, + { + "pageContent": "await get().internal_updateMessageContent(id, content);\n },\n useFetchMessages: (sessionId, activeTopicId) =>\n useClientDataSWR(\n [SWR_USE_FETCH_MESSAGES, sessionId, activeTopicId],\n async ([, sessionId, topicId]: [string, string, string | undefined]) =>\n messageService.getMessages(sessionId, topicId),\n {\n onSuccess: (messages, key) => {\n const nextMap = {\n ...get().messagesMap,\n [messageMapKey(sessionId, activeTopicId)]: messages,\n };\n // no need to update map if the messages have been init and the map is the same\n if (get().messagesInit && isEqual(nextMap, get().messagesMap)) return;", + "metadata": { "loc": { "lines": { "from": 453, "to": 467 } } } + }, + { + "pageContent": "set(\n { messagesInit: true, messagesMap: nextMap },\n false,\n n('useFetchMessages', { messages, queryKey: key }),\n );\n },\n },\n ),\n refreshMessages: async () => {\n await mutate([SWR_USE_FETCH_MESSAGES, get().activeId, get().activeTopicId]);\n },\n\n // the internal process method of the AI message\n internal_coreProcessMessage: async (originalMessages, userMessageId, params) => {\n const { internal_fetchAIChatMessage, triggerToolCalls, refreshMessages, activeTopicId } = get();\n\n // create a new array to avoid the original messages array change\n const messages = [...originalMessages];\n\n const { model, provider } = getAgentConfig();\n\n let fileChunkIds: string[] | undefined;", + "metadata": { "loc": { "lines": { "from": 469, "to": 490 } } } + }, + { + "pageContent": "// create a new array to avoid the original messages array change\n const messages = [...originalMessages];\n\n const { model, provider } = getAgentConfig();\n\n let fileChunkIds: string[] | undefined;\n\n // go into RAG flow if there is ragQuery flag\n if (params?.ragQuery) {\n // 1. get the relative chunks from semantic search\n const chunks = await get().internal_retrieveChunks(\n userMessageId,\n params?.ragQuery,\n // should skip the last content\n messages.map((m) => m.content).slice(0, messages.length - 1),\n );\n console.log('召回 chunks', chunks);\n\n // 2. build the retrieve context messages\n const retrieveContext = chainAnswerWithContext(\n params?.ragQuery,\n chunks.map((c) => c.text as string),\n );", + "metadata": { "loc": { "lines": { "from": 485, "to": 507 } } } + }, + { + "pageContent": "// 2. build the retrieve context messages\n const retrieveContext = chainAnswerWithContext(\n params?.ragQuery,\n chunks.map((c) => c.text as string),\n );\n\n // 3. add the retrieve context messages to the messages history\n if (retrieveContext.messages && retrieveContext.messages?.length > 0) {\n // remove the last message due to the query is in the retrieveContext\n messages.pop();\n retrieveContext.messages?.forEach((m) => messages.push(m as ChatMessage));\n }\n\n fileChunkIds = chunks.map((c) => c.id);\n }\n\n // 2. Add an empty message to place the AI response\n const assistantMessage: CreateMessageParams = {\n role: 'assistant',\n content: LOADING_FLAT,\n fromModel: model,\n fromProvider: provider,", + "metadata": { "loc": { "lines": { "from": 503, "to": 524 } } } + }, + { + "pageContent": "fileChunkIds = chunks.map((c) => c.id);\n }\n\n // 2. Add an empty message to place the AI response\n const assistantMessage: CreateMessageParams = {\n role: 'assistant',\n content: LOADING_FLAT,\n fromModel: model,\n fromProvider: provider,\n\n parentId: userMessageId,\n sessionId: get().activeId,\n topicId: activeTopicId, // if there is activeTopicId，then add it to topicId\n fileChunkIds,\n ragQueryId: userMessageId,\n };\n\n const assistantId = await get().internal_createMessage(assistantMessage);\n\n // 3. fetch the AI response\n const { isFunctionCall } = await internal_fetchAIChatMessage(messages, assistantId, params);", + "metadata": { "loc": { "lines": { "from": 516, "to": 536 } } } + }, + { + "pageContent": "const assistantId = await get().internal_createMessage(assistantMessage);\n\n // 3. fetch the AI response\n const { isFunctionCall } = await internal_fetchAIChatMessage(messages, assistantId, params);\n\n // 4. if it's the function call message, trigger the function method\n if (isFunctionCall) {\n await refreshMessages();\n await triggerToolCalls(assistantId);\n }\n },\n internal_dispatchMessage: (payload) => {\n const { activeId } = get();\n\n if (!activeId) return;\n\n const messages = messagesReducer(chatSelectors.currentChats(get()), payload);\n\n const nextMap = { ...get().messagesMap, [chatSelectors.currentChatKey(get())]: messages };\n\n if (isEqual(nextMap, get().messagesMap)) return;", + "metadata": { "loc": { "lines": { "from": 533, "to": 553 } } } + }, + { + "pageContent": "if (!activeId) return;\n\n const messages = messagesReducer(chatSelectors.currentChats(get()), payload);\n\n const nextMap = { ...get().messagesMap, [chatSelectors.currentChatKey(get())]: messages };\n\n if (isEqual(nextMap, get().messagesMap)) return;\n\n set({ messagesMap: nextMap }, false, { type: `dispatchMessage/${payload.type}`, payload });\n },\n internal_fetchAIChatMessage: async (messages, assistantId, params) => {\n const {\n internal_toggleChatLoading,\n refreshMessages,\n internal_updateMessageContent,\n internal_dispatchMessage,\n internal_toggleToolCallingStreaming,\n } = get();\n\n const abortController = internal_toggleChatLoading(\n true,\n assistantId,\n n('generateMessage(start)', { assistantId, messages }) as string,\n );", + "metadata": { "loc": { "lines": { "from": 547, "to": 570 } } } + }, + { + "pageContent": "const abortController = internal_toggleChatLoading(\n true,\n assistantId,\n n('generateMessage(start)', { assistantId, messages }) as string,\n );\n\n const agentConfig = getAgentConfig();\n const chatConfig = agentConfig.chatConfig;\n\n const compiler = template(chatConfig.inputTemplate, { interpolate: /{{([\\S\\s]+?)}}/g });\n\n // ================================== //\n // messages uniformly preprocess //\n // ================================== //\n\n // 1. slice messages with config\n let preprocessMsgs = chatHelpers.getSlicedMessagesWithConfig(messages, chatConfig);", + "metadata": { "loc": { "lines": { "from": 566, "to": 582 } } } + }, + { + "pageContent": "const compiler = template(chatConfig.inputTemplate, { interpolate: /{{([\\S\\s]+?)}}/g });\n\n // ================================== //\n // messages uniformly preprocess //\n // ================================== //\n\n // 1. slice messages with config\n let preprocessMsgs = chatHelpers.getSlicedMessagesWithConfig(messages, chatConfig);\n\n // 2. replace inputMessage template\n preprocessMsgs = !chatConfig.inputTemplate\n ? preprocessMsgs\n : preprocessMsgs.map((m) => {\n if (m.role === 'user') {\n try {\n return { ...m, content: compiler({ text: m.content }) };\n } catch (error) {\n console.error(error);\n\n return m;\n }\n }\n\n return m;\n });", + "metadata": { "loc": { "lines": { "from": 575, "to": 599 } } } + }, + { + "pageContent": "return m;\n }\n }\n\n return m;\n });\n\n // 3. add systemRole\n if (agentConfig.systemRole) {\n preprocessMsgs.unshift({ content: agentConfig.systemRole, role: 'system' } as ChatMessage);\n }\n\n // 4. handle max_tokens\n agentConfig.params.max_tokens = chatConfig.enableMaxTokens\n ? agentConfig.params.max_tokens\n : undefined;", + "metadata": { "loc": { "lines": { "from": 594, "to": 609 } } } + }, + { + "pageContent": "return m;\n });\n\n // 3. add systemRole\n if (agentConfig.systemRole) {\n preprocessMsgs.unshift({ content: agentConfig.systemRole, role: 'system' } as ChatMessage);\n }\n\n // 4. handle max_tokens\n agentConfig.params.max_tokens = chatConfig.enableMaxTokens\n ? agentConfig.params.max_tokens\n : undefined;\n\n // 5. handle config for the vision model\n // Due to the gpt-4-vision-preview model's default max_tokens is very small\n // we need to set the max_tokens a larger one.\n if (agentConfig.model === 'gpt-4-vision-preview') {\n /* eslint-disable unicorn/no-lonely-if */\n if (!agentConfig.params.max_tokens)\n // refs: https://github.com/lobehub/lobe-chat/issues/837\n agentConfig.params.max_tokens = 2048;\n }", + "metadata": { "loc": { "lines": { "from": 598, "to": 619 } } } + }, + { + "pageContent": "let isFunctionCall = false;\n let msgTraceId: string | undefined;\n let output = '';", + "metadata": { "loc": { "lines": { "from": 621, "to": 623 } } } + }, + { + "pageContent": "await chatService.createAssistantMessageStream({\n abortController,\n params: {\n messages: preprocessMsgs,\n model: agentConfig.model,\n provider: agentConfig.provider,\n ...agentConfig.params,\n plugins: agentConfig.plugins,\n },\n trace: {\n traceId: params?.traceId,\n sessionId: get().activeId,\n topicId: get().activeTopicId,\n traceName: TraceNameMap.Conversation,\n },\n isWelcomeQuestion: params?.isWelcomeQuestion,\n onErrorHandle: async (error) => {\n await messageService.updateMessageError(assistantId, error);\n await refreshMessages();\n },\n onFinish: async (content, { traceId, observationId, toolCalls }) => {\n // if there is traceId, update it\n if (traceId) {", + "metadata": { "loc": { "lines": { "from": 625, "to": 647 } } } + }, + { + "pageContent": "traceName: TraceNameMap.Conversation,\n },\n isWelcomeQuestion: params?.isWelcomeQuestion,\n onErrorHandle: async (error) => {\n await messageService.updateMessageError(assistantId, error);\n await refreshMessages();\n },\n onFinish: async (content, { traceId, observationId, toolCalls }) => {\n // if there is traceId, update it\n if (traceId) {\n msgTraceId = traceId;\n await messageService.updateMessage(assistantId, {\n traceId,\n observationId: observationId ?? undefined,\n });\n }", + "metadata": { "loc": { "lines": { "from": 638, "to": 653 } } } + }, + { + "pageContent": "if (toolCalls && toolCalls.length > 0) {\n internal_toggleToolCallingStreaming(assistantId, undefined);\n }\n\n // update the content after fetch result\n await internal_updateMessageContent(assistantId, content, toolCalls);\n },\n onMessageHandle: async (chunk) => {\n switch (chunk.type) {\n case 'text': {\n output += chunk.text;\n internal_dispatchMessage({\n id: assistantId,\n type: 'updateMessage',\n value: { content: output },\n });\n break;\n }", + "metadata": { "loc": { "lines": { "from": 655, "to": 672 } } } + }, + { + "pageContent": "// is this message is just a tool call\n case 'tool_calls': {\n internal_toggleToolCallingStreaming(assistantId, chunk.isAnimationActives);\n internal_dispatchMessage({\n id: assistantId,\n type: 'updateMessage',\n value: { tools: get().internal_transformToolCalls(chunk.tool_calls) },\n });\n isFunctionCall = true;\n }\n }\n },\n });\n\n internal_toggleChatLoading(false, assistantId, n('generateMessage(end)') as string);\n\n return {\n isFunctionCall,\n traceId: msgTraceId,\n };\n },\n\n internal_resendMessage: async (messageId, traceId) => {\n // 1. 构造所有相关的历史记录\n const chats = chatSelectors.currentChats(get());", + "metadata": { "loc": { "lines": { "from": 674, "to": 698 } } } + }, + { + "pageContent": "internal_toggleChatLoading(false, assistantId, n('generateMessage(end)') as string);\n\n return {\n isFunctionCall,\n traceId: msgTraceId,\n };\n },\n\n internal_resendMessage: async (messageId, traceId) => {\n // 1. 构造所有相关的历史记录\n const chats = chatSelectors.currentChats(get());\n\n const currentIndex = chats.findIndex((c) => c.id === messageId);\n if (currentIndex < 0) return;\n\n const currentMessage = chats[currentIndex];\n\n let contextMessages: ChatMessage[] = [];", + "metadata": { "loc": { "lines": { "from": 688, "to": 705 } } } + }, + { + "pageContent": "const currentIndex = chats.findIndex((c) => c.id === messageId);\n if (currentIndex < 0) return;\n\n const currentMessage = chats[currentIndex];\n\n let contextMessages: ChatMessage[] = [];\n\n switch (currentMessage.role) {\n case 'tool':\n case 'user': {\n contextMessages = chats.slice(0, currentIndex + 1);\n break;\n }\n case 'assistant': {\n // 消息是 AI 发出的因此需要找到它的 user 消息\n const userId = currentMessage.parentId;\n const userIndex = chats.findIndex((c) => c.id === userId);\n // 如果消息没有 parentId，那么同 user/function 模式\n contextMessages = chats.slice(0, userIndex < 0 ? currentIndex + 1 : userIndex + 1);\n break;\n }\n }\n\n if (contextMessages.length <= 0) return;", + "metadata": { "loc": { "lines": { "from": 700, "to": 723 } } } + }, + { + "pageContent": "if (contextMessages.length <= 0) return;\n\n const { internal_coreProcessMessage } = get();\n\n const latestMsg = contextMessages.findLast((s) => s.role === 'user');\n\n if (!latestMsg) return;\n\n await internal_coreProcessMessage(contextMessages, latestMsg.id, {\n traceId,\n ragQuery: currentMessage.content,\n });\n },\n\n internal_updateMessageError: async (id, error) => {\n get().internal_dispatchMessage({ id, type: 'updateMessage', value: { error } });\n await messageService.updateMessage(id, { error });\n await get().refreshMessages();\n },\n internal_updateMessageContent: async (id, content, toolCalls) => {\n const { internal_dispatchMessage, refreshMessages, internal_transformToolCalls } = get();", + "metadata": { "loc": { "lines": { "from": 723, "to": 743 } } } + }, + { + "pageContent": "// Due to the async update method and refresh need about 100ms\n // we need to update the message content at the frontend to avoid the update flick\n // refs: https://medium.com/@kyledeguzmanx/what-are-optimistic-updates-483662c3e171\n if (toolCalls) {\n internal_dispatchMessage({\n id,\n type: 'updateMessage',\n value: { tools: internal_transformToolCalls(toolCalls) },\n });\n } else {\n internal_dispatchMessage({ id, type: 'updateMessage', value: { content } });\n }\n\n await messageService.updateMessage(id, {\n content,\n tools: toolCalls ? internal_transformToolCalls(toolCalls) : undefined,\n });\n await refreshMessages();\n },", + "metadata": { "loc": { "lines": { "from": 745, "to": 763 } } } + }, + { + "pageContent": "await messageService.updateMessage(id, {\n content,\n tools: toolCalls ? internal_transformToolCalls(toolCalls) : undefined,\n });\n await refreshMessages();\n },\n\n internal_createMessage: async (message, context) => {\n const { internal_createTmpMessage, refreshMessages, internal_toggleMessageLoading } = get();\n let tempId = context?.tempMessageId;\n if (!tempId) {\n // use optimistic update to avoid the slow waiting\n tempId = internal_createTmpMessage(message);\n\n internal_toggleMessageLoading(true, tempId);\n }\n\n const id = await messageService.createMessage(message);\n if (!context?.skipRefresh) {\n await refreshMessages();\n }\n\n internal_toggleMessageLoading(false, tempId);\n return id;\n },", + "metadata": { "loc": { "lines": { "from": 758, "to": 782 } } } + }, + { + "pageContent": "internal_toggleMessageLoading(true, tempId);\n }\n\n const id = await messageService.createMessage(message);\n if (!context?.skipRefresh) {\n await refreshMessages();\n }\n\n internal_toggleMessageLoading(false, tempId);\n return id;\n },\n\n internal_fetchMessages: async () => {\n const messages = await messageService.getMessages(get().activeId, get().activeTopicId);\n const nextMap = { ...get().messagesMap, [chatSelectors.currentChatKey(get())]: messages };\n // no need to update map if the messages have been init and the map is the same\n if (get().messagesInit && isEqual(nextMap, get().messagesMap)) return;", + "metadata": { "loc": { "lines": { "from": 772, "to": 788 } } } + }, + { + "pageContent": "internal_fetchMessages: async () => {\n const messages = await messageService.getMessages(get().activeId, get().activeTopicId);\n const nextMap = { ...get().messagesMap, [chatSelectors.currentChatKey(get())]: messages };\n // no need to update map if the messages have been init and the map is the same\n if (get().messagesInit && isEqual(nextMap, get().messagesMap)) return;\n\n set(\n { messagesInit: true, messagesMap: nextMap },\n false,\n n('internal_fetchMessages', { messages }),\n );\n },\n internal_createTmpMessage: (message) => {\n const { internal_dispatchMessage } = get();\n\n // use optimistic update to avoid the slow waiting\n const tempId = 'tmp_' + nanoid();\n internal_dispatchMessage({ type: 'createMessage', id: tempId, value: message });", + "metadata": { "loc": { "lines": { "from": 784, "to": 801 } } } + }, + { + "pageContent": "// use optimistic update to avoid the slow waiting\n const tempId = 'tmp_' + nanoid();\n internal_dispatchMessage({ type: 'createMessage', id: tempId, value: message });\n\n return tempId;\n },\n internal_deleteMessage: async (id: string) => {\n get().internal_dispatchMessage({ type: 'deleteMessage', id });\n await messageService.removeMessage(id);\n await get().refreshMessages();\n },\n internal_traceMessage: async (id, payload) => {\n // tracing the diff of update\n const message = chatSelectors.getMessageById(id)(get());\n if (!message) return;\n\n const traceId = message?.traceId;\n const observationId = message?.observationId;", + "metadata": { "loc": { "lines": { "from": 799, "to": 816 } } } + }, + { + "pageContent": "const traceId = message?.traceId;\n const observationId = message?.observationId;\n\n if (traceId && message?.role === 'assistant') {\n traceService\n .traceEvent({ traceId, observationId, content: message.content, ...payload })\n .catch();\n }\n },", + "metadata": { "loc": { "lines": { "from": 815, "to": 823 } } } + }, + { + "pageContent": "// ----- Loading ------- //\n internal_toggleMessageLoading: (loading, id) => {\n set(\n {\n messageLoadingIds: toggleBooleanList(get().messageLoadingIds, id, loading),\n },\n false,\n 'internal_toggleMessageLoading',\n );\n },\n internal_toggleChatLoading: (loading, id, action) => {\n return get().internal_toggleLoadingArrays('chatLoadingIds', loading, id, action);\n },\n internal_toggleToolCallingStreaming: (id, streaming) => {\n set(\n {\n toolCallingStreamIds: produce(get().toolCallingStreamIds, (draft) => {\n if (!!streaming) {\n draft[id] = streaming;\n } else {\n delete draft[id];\n }\n }),\n },", + "metadata": { "loc": { "lines": { "from": 825, "to": 848 } } } + }, + { + "pageContent": "false,\n 'toggleToolCallingStreaming',\n );\n },\n internal_toggleLoadingArrays: (key, loading, id, action) => {\n if (loading) {\n window.addEventListener('beforeunload', preventLeavingFn);\n\n const abortController = new AbortController();\n set(\n {\n abortController,\n [key]: toggleBooleanList(get()[key] as string[], id!, loading),\n },\n false,\n action,\n );\n\n return abortController;\n } else {\n if (!id) {\n set({ abortController: undefined, [key]: [] }, false, action);\n } else\n set(\n {\n abortController: undefined,\n [key]: toggleBooleanList(get()[key] as string[], id, loading),\n },\n false,\n action,\n );", + "metadata": { "loc": { "lines": { "from": 850, "to": 880 } } } + }, + { + "pageContent": "return abortController;\n } else {\n if (!id) {\n set({ abortController: undefined, [key]: [] }, false, action);\n } else\n set(\n {\n abortController: undefined,\n [key]: toggleBooleanList(get()[key] as string[], id, loading),\n },\n false,\n action,\n );\n\n window.removeEventListener('beforeunload', preventLeavingFn);\n }\n },\n});", + "metadata": { "loc": { "lines": { "from": 868, "to": 885 } } } + } +] diff --git a/src/libs/langchain/loaders/code/__tests__/long.txt b/src/libs/langchain/loaders/code/__tests__/long.txt new file mode 100644 index 000000000000..c58b87d5bb5c --- /dev/null +++ b/src/libs/langchain/loaders/code/__tests__/long.txt @@ -0,0 +1,885 @@ +import { copyToClipboard } from '@lobehub/ui'; +import isEqual from 'fast-deep-equal'; +import { produce } from 'immer'; +import { template } from 'lodash-es'; +import { SWRResponse, mutate } from 'swr'; +import { StateCreator } from 'zustand/vanilla'; + +import { chainAnswerWithContext } from '@/chains/answerWithContext'; +import { LOADING_FLAT } from '@/const/message'; +import { TraceEventType, TraceNameMap } from '@/const/trace'; +import { isServerMode } from '@/const/version'; +import { useClientDataSWR } from '@/libs/swr'; +import { chatService } from '@/services/chat'; +import { messageService } from '@/services/message'; +import { topicService } from '@/services/topic'; +import { traceService } from '@/services/trace'; +import { useAgentStore } from '@/store/agent'; +import { agentSelectors } from '@/store/agent/selectors'; +import { chatHelpers } from '@/store/chat/helpers'; +import { messageMapKey } from '@/store/chat/slices/message/utils'; +import { ChatStore } from '@/store/chat/store'; +import { useSessionStore } from '@/store/session'; +import { UploadFileItem } from '@/types/files/upload'; +import { + ChatMessage, + ChatMessageError, + CreateMessageParams, + MessageToolCall, +} from '@/types/message'; +import { TraceEventPayloads } from '@/types/trace'; +import { setNamespace } from '@/utils/storeDebug'; +import { nanoid } from '@/utils/uuid'; + +import type { ChatStoreState } from '../../initialState'; +import { chatSelectors, topicSelectors } from '../../selectors'; +import { preventLeavingFn, toggleBooleanList } from '../../utils'; +import { ChatRAGAction, chatRag } from './actions/rag'; +import { MessageDispatch, messagesReducer } from './reducer'; + +const n = setNamespace('m'); + +const SWR_USE_FETCH_MESSAGES = 'SWR_USE_FETCH_MESSAGES'; + +export interface SendMessageParams { + message: string; + files?: UploadFileItem[]; + onlyAddUserMessage?: boolean; + /** + * + * https://github.com/lobehub/lobe-chat/pull/2086 + */ + isWelcomeQuestion?: boolean; +} + +interface ProcessMessageParams { + traceId?: string; + isWelcomeQuestion?: boolean; + /** + * the RAG query content, should be embedding and used in the semantic search + */ + ragQuery?: string; +} + +export interface ChatMessageAction extends ChatRAGAction { + // create + sendMessage: (params: SendMessageParams) => Promise; + addAIMessage: () => Promise; + /** + * regenerate message + * trace enabled + * @param id + */ + regenerateMessage: (id: string) => Promise; + + // delete + /** + * clear message on the active session + */ + clearMessage: () => Promise; + deleteMessage: (id: string) => Promise; + deleteToolMessage: (id: string) => Promise; + delAndRegenerateMessage: (id: string) => Promise; + clearAllMessages: () => Promise; + // update + updateInputMessage: (message: string) => void; + modifyMessageContent: (id: string, content: string) => Promise; + // query + useFetchMessages: (sessionId: string, topicId?: string) => SWRResponse; + stopGenerateMessage: () => void; + copyMessage: (id: string, content: string) => Promise; + refreshMessages: () => Promise; + toggleMessageEditing: (id: string, editing: boolean) => void; + + // ========= ↓ Internal Method ↓ ========== // + // ========================================== // + // ========================================== // + + /** + * update message at the frontend point + * this method will not update messages to database + */ + internal_dispatchMessage: (payload: MessageDispatch) => void; + /** + * core process of the AI message (include preprocess and postprocess) + */ + internal_coreProcessMessage: ( + messages: ChatMessage[], + parentId: string, + params?: ProcessMessageParams, + ) => Promise; + /** + * the method to fetch the AI message + */ + internal_fetchAIChatMessage: ( + messages: ChatMessage[], + assistantMessageId: string, + params?: ProcessMessageParams, + ) => Promise<{ + isFunctionCall: boolean; + traceId?: string; + }>; + + /** + * update the message content with optimistic update + * a method used by other action + */ + internal_updateMessageContent: ( + id: string, + content: string, + toolCalls?: MessageToolCall[], + ) => Promise; + /** + * update the message error with optimistic update + */ + internal_updateMessageError: (id: string, error: ChatMessageError | null) => Promise; + /** + * create a message with optimistic update + */ + internal_createMessage: ( + params: CreateMessageParams, + context?: { tempMessageId?: string; skipRefresh?: boolean }, + ) => Promise; + /** + * create a temp message for optimistic update + * otherwise the message will be too slow to show + */ + internal_createTmpMessage: (params: CreateMessageParams) => string; + /** + * delete the message content with optimistic update + */ + internal_deleteMessage: (id: string) => Promise; + internal_resendMessage: (id: string, traceId?: string) => Promise; + + internal_fetchMessages: () => Promise; + internal_traceMessage: (id: string, payload: TraceEventPayloads) => Promise; + + /** + * method to toggle message create loading state + * the AI message status is creating -> generating + * other message role like user and tool , only this method need to be called + */ + internal_toggleMessageLoading: (loading: boolean, id: string) => void; + /** + * method to toggle ai message generating loading + */ + internal_toggleChatLoading: ( + loading: boolean, + id?: string, + action?: string, + ) => AbortController | undefined; + /** + * method to toggle the tool calling loading state + */ + internal_toggleToolCallingStreaming: (id: string, streaming: boolean[] | undefined) => void; + /** + * helper to toggle the loading state of the array,used by these three toggleXXXLoading + */ + internal_toggleLoadingArrays: ( + key: keyof ChatStoreState, + loading: boolean, + id?: string, + action?: string, + ) => AbortController | undefined; +} + +const getAgentConfig = () => agentSelectors.currentAgentConfig(useAgentStore.getState()); +const getAgentChatConfig = () => agentSelectors.currentAgentChatConfig(useAgentStore.getState()); +const hasEnabledKnowledge = () => agentSelectors.hasEnabledKnowledge(useAgentStore.getState()); + +export const chatMessage: StateCreator< + ChatStore, + [['zustand/devtools', never]], + [], + ChatMessageAction +> = (set, get, ...rest) => ({ + ...chatRag(set, get, ...rest), + + deleteMessage: async (id) => { + const message = chatSelectors.getMessageById(id)(get()); + if (!message) return; + + let ids = [message.id]; + + // if the message is a tool calls, then delete all the related messages + if (message.tools) { + const toolMessageIds = message.tools.flatMap((tool) => { + const messages = chatSelectors + .currentChats(get()) + .filter((m) => m.tool_call_id === tool.id); + + return messages.map((m) => m.id); + }); + ids = ids.concat(toolMessageIds); + } + + get().internal_dispatchMessage({ type: 'deleteMessages', ids }); + await messageService.removeMessages(ids); + await get().refreshMessages(); + }, + + deleteToolMessage: async (id) => { + const message = chatSelectors.getMessageById(id)(get()); + if (!message || message.role !== 'tool') return; + + const removeToolInAssistantMessage = async () => { + if (!message.parentId) return; + await get().internal_removeToolToAssistantMessage(message.parentId, message.tool_call_id); + }; + + await Promise.all([ + // 1. remove tool message + get().internal_deleteMessage(id), + // 2. remove the tool item in the assistant tools + removeToolInAssistantMessage(), + ]); + }, + + delAndRegenerateMessage: async (id) => { + const traceId = chatSelectors.getTraceIdByMessageId(id)(get()); + get().internal_resendMessage(id, traceId); + get().deleteMessage(id); + + // trace the delete and regenerate message + get().internal_traceMessage(id, { eventType: TraceEventType.DeleteAndRegenerateMessage }); + }, + regenerateMessage: async (id: string) => { + const traceId = chatSelectors.getTraceIdByMessageId(id)(get()); + await get().internal_resendMessage(id, traceId); + + // trace the delete and regenerate message + get().internal_traceMessage(id, { eventType: TraceEventType.RegenerateMessage }); + }, + clearMessage: async () => { + const { activeId, activeTopicId, refreshMessages, refreshTopic, switchTopic } = get(); + + await messageService.removeMessagesByAssistant(activeId, activeTopicId); + + if (activeTopicId) { + await topicService.removeTopic(activeTopicId); + } + await refreshTopic(); + await refreshMessages(); + + // after remove topic , go back to default topic + switchTopic(); + }, + clearAllMessages: async () => { + const { refreshMessages } = get(); + await messageService.removeAllMessages(); + await refreshMessages(); + }, + sendMessage: async ({ message, files, onlyAddUserMessage, isWelcomeQuestion }) => { + const { internal_coreProcessMessage, activeTopicId, activeId } = get(); + if (!activeId) return; + + const fileIdList = files?.map((f) => f.id); + + const hasFile = !!fileIdList && fileIdList.length > 0; + + // if message is empty or no files, then stop + if (!message && !hasFile) return; + + set({ isCreatingMessage: true }, false, 'creatingMessage/start'); + + const newMessage: CreateMessageParams = { + content: message, + // if message has attached with files, then add files to message and the agent + files: fileIdList, + role: 'user', + sessionId: activeId, + // if there is activeTopicId，then add topicId to message + topicId: activeTopicId, + }; + + const agentConfig = getAgentChatConfig(); + + let tempMessageId: string | undefined = undefined; + let newTopicId: string | undefined = undefined; + + // it should be the default topic, then + // if autoCreateTopic is enabled, check to whether we need to create a topic + if (!onlyAddUserMessage && !activeTopicId && agentConfig.enableAutoCreateTopic) { + // check activeTopic and then auto create topic + const chats = chatSelectors.currentChats(get()); + + // we will add two messages (user and assistant), so the finial length should +2 + const featureLength = chats.length + 2; + + // if there is no activeTopicId and the feature length is greater than the threshold + // then create a new topic and active it + if (!get().activeTopicId && featureLength >= agentConfig.autoCreateTopicThreshold) { + // we need to create a temp message for optimistic update + tempMessageId = get().internal_createTmpMessage(newMessage); + get().internal_toggleMessageLoading(true, tempMessageId); + + const topicId = await get().createTopic(); + + if (topicId) { + newTopicId = topicId; + newMessage.topicId = topicId; + + // we need to copy the messages to the new topic or the message will disappear + const mapKey = chatSelectors.currentChatKey(get()); + const newMaps = { + ...get().messagesMap, + [messageMapKey(activeId, topicId)]: get().messagesMap[mapKey], + }; + set({ messagesMap: newMaps }, false, 'internal_copyMessages'); + + // get().internal_dispatchMessage({ type: 'deleteMessage', id: tempMessageId }); + get().internal_toggleMessageLoading(false, tempMessageId); + + // make the topic loading + get().internal_updateTopicLoading(topicId, true); + } + } + } + // update assistant update to make it rerank + useSessionStore.getState().triggerSessionUpdate(get().activeId); + + const id = await get().internal_createMessage(newMessage, { + tempMessageId, + skipRefresh: !onlyAddUserMessage, + }); + + // switch to the new topic if create the new topic + if (!!newTopicId) { + await get().switchTopic(newTopicId, true); + await get().internal_fetchMessages(); + + // delete previous messages + // remove the temp message map + const newMaps = { ...get().messagesMap, [messageMapKey(activeId, null)]: [] }; + set({ messagesMap: newMaps }, false, 'internal_copyMessages'); + } + + // if only add user message, then stop + if (onlyAddUserMessage) { + set({ isCreatingMessage: false }, false, 'creatingMessage/start'); + return; + } + + // Get the current messages to generate AI response + const messages = chatSelectors.currentChats(get()); + const userFiles = chatSelectors.currentUserFiles(get()).map((f) => f.id); + + await internal_coreProcessMessage(messages, id, { + isWelcomeQuestion, + // if there is relative files or enabled knowledge, try with ragQuery + ragQuery: hasEnabledKnowledge() || userFiles.length > 0 ? message : undefined, + }); + + set({ isCreatingMessage: false }, false, 'creatingMessage/stop'); + + const summaryTitle = async () => { + // if autoCreateTopic is false, then stop + if (!agentConfig.enableAutoCreateTopic) return; + + // check activeTopic and then auto update topic title + if (newTopicId) { + const chats = chatSelectors.currentChats(get()); + await get().summaryTopicTitle(newTopicId, chats); + return; + } + + const topic = topicSelectors.currentActiveTopic(get()); + + if (topic && !topic.title) { + const chats = chatSelectors.currentChats(get()); + await get().summaryTopicTitle(topic.id, chats); + } + }; + + // if there is relative files, then add files to agent + // only available in server mode + const addFilesToAgent = async () => { + if (userFiles.length === 0 || !isServerMode) return; + + await useAgentStore.getState().addFilesToAgent(userFiles, false); + }; + + await Promise.all([summaryTitle(), addFilesToAgent()]); + }, + addAIMessage: async () => { + const { internal_createMessage, updateInputMessage, activeTopicId, activeId, inputMessage } = + get(); + if (!activeId) return; + + await internal_createMessage({ + content: inputMessage, + role: 'assistant', + sessionId: activeId, + // if there is activeTopicId，then add topicId to message + topicId: activeTopicId, + }); + + updateInputMessage(''); + }, + copyMessage: async (id, content) => { + await copyToClipboard(content); + + get().internal_traceMessage(id, { eventType: TraceEventType.CopyMessage }); + }, + toggleMessageEditing: (id, editing) => { + set( + { messageEditingIds: toggleBooleanList(get().messageEditingIds, id, editing) }, + false, + 'toggleMessageEditing', + ); + }, + stopGenerateMessage: () => { + const { abortController, internal_toggleChatLoading } = get(); + if (!abortController) return; + + abortController.abort('canceled'); + + internal_toggleChatLoading(false, undefined, n('stopGenerateMessage') as string); + }, + + updateInputMessage: (message) => { + if (isEqual(message, get().inputMessage)) return; + + set({ inputMessage: message }, false, n('updateInputMessage', message)); + }, + modifyMessageContent: async (id, content) => { + // tracing the diff of update + // due to message content will change, so we need send trace before update,or will get wrong data + get().internal_traceMessage(id, { + eventType: TraceEventType.ModifyMessage, + nextContent: content, + }); + + await get().internal_updateMessageContent(id, content); + }, + useFetchMessages: (sessionId, activeTopicId) => + useClientDataSWR( + [SWR_USE_FETCH_MESSAGES, sessionId, activeTopicId], + async ([, sessionId, topicId]: [string, string, string | undefined]) => + messageService.getMessages(sessionId, topicId), + { + onSuccess: (messages, key) => { + const nextMap = { + ...get().messagesMap, + [messageMapKey(sessionId, activeTopicId)]: messages, + }; + // no need to update map if the messages have been init and the map is the same + if (get().messagesInit && isEqual(nextMap, get().messagesMap)) return; + + set( + { messagesInit: true, messagesMap: nextMap }, + false, + n('useFetchMessages', { messages, queryKey: key }), + ); + }, + }, + ), + refreshMessages: async () => { + await mutate([SWR_USE_FETCH_MESSAGES, get().activeId, get().activeTopicId]); + }, + + // the internal process method of the AI message + internal_coreProcessMessage: async (originalMessages, userMessageId, params) => { + const { internal_fetchAIChatMessage, triggerToolCalls, refreshMessages, activeTopicId } = get(); + + // create a new array to avoid the original messages array change + const messages = [...originalMessages]; + + const { model, provider } = getAgentConfig(); + + let fileChunkIds: string[] | undefined; + + // go into RAG flow if there is ragQuery flag + if (params?.ragQuery) { + // 1. get the relative chunks from semantic search + const chunks = await get().internal_retrieveChunks( + userMessageId, + params?.ragQuery, + // should skip the last content + messages.map((m) => m.content).slice(0, messages.length - 1), + ); + console.log('召回 chunks', chunks); + + // 2. build the retrieve context messages + const retrieveContext = chainAnswerWithContext( + params?.ragQuery, + chunks.map((c) => c.text as string), + ); + + // 3. add the retrieve context messages to the messages history + if (retrieveContext.messages && retrieveContext.messages?.length > 0) { + // remove the last message due to the query is in the retrieveContext + messages.pop(); + retrieveContext.messages?.forEach((m) => messages.push(m as ChatMessage)); + } + + fileChunkIds = chunks.map((c) => c.id); + } + + // 2. Add an empty message to place the AI response + const assistantMessage: CreateMessageParams = { + role: 'assistant', + content: LOADING_FLAT, + fromModel: model, + fromProvider: provider, + + parentId: userMessageId, + sessionId: get().activeId, + topicId: activeTopicId, // if there is activeTopicId，then add it to topicId + fileChunkIds, + ragQueryId: userMessageId, + }; + + const assistantId = await get().internal_createMessage(assistantMessage); + + // 3. fetch the AI response + const { isFunctionCall } = await internal_fetchAIChatMessage(messages, assistantId, params); + + // 4. if it's the function call message, trigger the function method + if (isFunctionCall) { + await refreshMessages(); + await triggerToolCalls(assistantId); + } + }, + internal_dispatchMessage: (payload) => { + const { activeId } = get(); + + if (!activeId) return; + + const messages = messagesReducer(chatSelectors.currentChats(get()), payload); + + const nextMap = { ...get().messagesMap, [chatSelectors.currentChatKey(get())]: messages }; + + if (isEqual(nextMap, get().messagesMap)) return; + + set({ messagesMap: nextMap }, false, { type: `dispatchMessage/${payload.type}`, payload }); + }, + internal_fetchAIChatMessage: async (messages, assistantId, params) => { + const { + internal_toggleChatLoading, + refreshMessages, + internal_updateMessageContent, + internal_dispatchMessage, + internal_toggleToolCallingStreaming, + } = get(); + + const abortController = internal_toggleChatLoading( + true, + assistantId, + n('generateMessage(start)', { assistantId, messages }) as string, + ); + + const agentConfig = getAgentConfig(); + const chatConfig = agentConfig.chatConfig; + + const compiler = template(chatConfig.inputTemplate, { interpolate: /{{([\S\s]+?)}}/g }); + + // ================================== // + // messages uniformly preprocess // + // ================================== // + + // 1. slice messages with config + let preprocessMsgs = chatHelpers.getSlicedMessagesWithConfig(messages, chatConfig); + + // 2. replace inputMessage template + preprocessMsgs = !chatConfig.inputTemplate + ? preprocessMsgs + : preprocessMsgs.map((m) => { + if (m.role === 'user') { + try { + return { ...m, content: compiler({ text: m.content }) }; + } catch (error) { + console.error(error); + + return m; + } + } + + return m; + }); + + // 3. add systemRole + if (agentConfig.systemRole) { + preprocessMsgs.unshift({ content: agentConfig.systemRole, role: 'system' } as ChatMessage); + } + + // 4. handle max_tokens + agentConfig.params.max_tokens = chatConfig.enableMaxTokens + ? agentConfig.params.max_tokens + : undefined; + + // 5. handle config for the vision model + // Due to the gpt-4-vision-preview model's default max_tokens is very small + // we need to set the max_tokens a larger one. + if (agentConfig.model === 'gpt-4-vision-preview') { + /* eslint-disable unicorn/no-lonely-if */ + if (!agentConfig.params.max_tokens) + // refs: https://github.com/lobehub/lobe-chat/issues/837 + agentConfig.params.max_tokens = 2048; + } + + let isFunctionCall = false; + let msgTraceId: string | undefined; + let output = ''; + + await chatService.createAssistantMessageStream({ + abortController, + params: { + messages: preprocessMsgs, + model: agentConfig.model, + provider: agentConfig.provider, + ...agentConfig.params, + plugins: agentConfig.plugins, + }, + trace: { + traceId: params?.traceId, + sessionId: get().activeId, + topicId: get().activeTopicId, + traceName: TraceNameMap.Conversation, + }, + isWelcomeQuestion: params?.isWelcomeQuestion, + onErrorHandle: async (error) => { + await messageService.updateMessageError(assistantId, error); + await refreshMessages(); + }, + onFinish: async (content, { traceId, observationId, toolCalls }) => { + // if there is traceId, update it + if (traceId) { + msgTraceId = traceId; + await messageService.updateMessage(assistantId, { + traceId, + observationId: observationId ?? undefined, + }); + } + + if (toolCalls && toolCalls.length > 0) { + internal_toggleToolCallingStreaming(assistantId, undefined); + } + + // update the content after fetch result + await internal_updateMessageContent(assistantId, content, toolCalls); + }, + onMessageHandle: async (chunk) => { + switch (chunk.type) { + case 'text': { + output += chunk.text; + internal_dispatchMessage({ + id: assistantId, + type: 'updateMessage', + value: { content: output }, + }); + break; + } + + // is this message is just a tool call + case 'tool_calls': { + internal_toggleToolCallingStreaming(assistantId, chunk.isAnimationActives); + internal_dispatchMessage({ + id: assistantId, + type: 'updateMessage', + value: { tools: get().internal_transformToolCalls(chunk.tool_calls) }, + }); + isFunctionCall = true; + } + } + }, + }); + + internal_toggleChatLoading(false, assistantId, n('generateMessage(end)') as string); + + return { + isFunctionCall, + traceId: msgTraceId, + }; + }, + + internal_resendMessage: async (messageId, traceId) => { + // 1. 构造所有相关的历史记录 + const chats = chatSelectors.currentChats(get()); + + const currentIndex = chats.findIndex((c) => c.id === messageId); + if (currentIndex < 0) return; + + const currentMessage = chats[currentIndex]; + + let contextMessages: ChatMessage[] = []; + + switch (currentMessage.role) { + case 'tool': + case 'user': { + contextMessages = chats.slice(0, currentIndex + 1); + break; + } + case 'assistant': { + // 消息是 AI 发出的因此需要找到它的 user 消息 + const userId = currentMessage.parentId; + const userIndex = chats.findIndex((c) => c.id === userId); + // 如果消息没有 parentId，那么同 user/function 模式 + contextMessages = chats.slice(0, userIndex < 0 ? currentIndex + 1 : userIndex + 1); + break; + } + } + + if (contextMessages.length <= 0) return; + + const { internal_coreProcessMessage } = get(); + + const latestMsg = contextMessages.findLast((s) => s.role === 'user'); + + if (!latestMsg) return; + + await internal_coreProcessMessage(contextMessages, latestMsg.id, { + traceId, + ragQuery: currentMessage.content, + }); + }, + + internal_updateMessageError: async (id, error) => { + get().internal_dispatchMessage({ id, type: 'updateMessage', value: { error } }); + await messageService.updateMessage(id, { error }); + await get().refreshMessages(); + }, + internal_updateMessageContent: async (id, content, toolCalls) => { + const { internal_dispatchMessage, refreshMessages, internal_transformToolCalls } = get(); + + // Due to the async update method and refresh need about 100ms + // we need to update the message content at the frontend to avoid the update flick + // refs: https://medium.com/@kyledeguzmanx/what-are-optimistic-updates-483662c3e171 + if (toolCalls) { + internal_dispatchMessage({ + id, + type: 'updateMessage', + value: { tools: internal_transformToolCalls(toolCalls) }, + }); + } else { + internal_dispatchMessage({ id, type: 'updateMessage', value: { content } }); + } + + await messageService.updateMessage(id, { + content, + tools: toolCalls ? internal_transformToolCalls(toolCalls) : undefined, + }); + await refreshMessages(); + }, + + internal_createMessage: async (message, context) => { + const { internal_createTmpMessage, refreshMessages, internal_toggleMessageLoading } = get(); + let tempId = context?.tempMessageId; + if (!tempId) { + // use optimistic update to avoid the slow waiting + tempId = internal_createTmpMessage(message); + + internal_toggleMessageLoading(true, tempId); + } + + const id = await messageService.createMessage(message); + if (!context?.skipRefresh) { + await refreshMessages(); + } + + internal_toggleMessageLoading(false, tempId); + return id; + }, + + internal_fetchMessages: async () => { + const messages = await messageService.getMessages(get().activeId, get().activeTopicId); + const nextMap = { ...get().messagesMap, [chatSelectors.currentChatKey(get())]: messages }; + // no need to update map if the messages have been init and the map is the same + if (get().messagesInit && isEqual(nextMap, get().messagesMap)) return; + + set( + { messagesInit: true, messagesMap: nextMap }, + false, + n('internal_fetchMessages', { messages }), + ); + }, + internal_createTmpMessage: (message) => { + const { internal_dispatchMessage } = get(); + + // use optimistic update to avoid the slow waiting + const tempId = 'tmp_' + nanoid(); + internal_dispatchMessage({ type: 'createMessage', id: tempId, value: message }); + + return tempId; + }, + internal_deleteMessage: async (id: string) => { + get().internal_dispatchMessage({ type: 'deleteMessage', id }); + await messageService.removeMessage(id); + await get().refreshMessages(); + }, + internal_traceMessage: async (id, payload) => { + // tracing the diff of update + const message = chatSelectors.getMessageById(id)(get()); + if (!message) return; + + const traceId = message?.traceId; + const observationId = message?.observationId; + + if (traceId && message?.role === 'assistant') { + traceService + .traceEvent({ traceId, observationId, content: message.content, ...payload }) + .catch(); + } + }, + + // ----- Loading ------- // + internal_toggleMessageLoading: (loading, id) => { + set( + { + messageLoadingIds: toggleBooleanList(get().messageLoadingIds, id, loading), + }, + false, + 'internal_toggleMessageLoading', + ); + }, + internal_toggleChatLoading: (loading, id, action) => { + return get().internal_toggleLoadingArrays('chatLoadingIds', loading, id, action); + }, + internal_toggleToolCallingStreaming: (id, streaming) => { + set( + { + toolCallingStreamIds: produce(get().toolCallingStreamIds, (draft) => { + if (!!streaming) { + draft[id] = streaming; + } else { + delete draft[id]; + } + }), + }, + + false, + 'toggleToolCallingStreaming', + ); + }, + internal_toggleLoadingArrays: (key, loading, id, action) => { + if (loading) { + window.addEventListener('beforeunload', preventLeavingFn); + + const abortController = new AbortController(); + set( + { + abortController, + [key]: toggleBooleanList(get()[key] as string[], id!, loading), + }, + false, + action, + ); + + return abortController; + } else { + if (!id) { + set({ abortController: undefined, [key]: [] }, false, action); + } else + set( + { + abortController: undefined, + [key]: toggleBooleanList(get()[key] as string[], id, loading), + }, + false, + action, + ); + + window.removeEventListener('beforeunload', preventLeavingFn); + } + }, +}); diff --git a/src/libs/langchain/loaders/code/index.ts b/src/libs/langchain/loaders/code/index.ts new file mode 100644 index 000000000000..89a64d671385 --- /dev/null +++ b/src/libs/langchain/loaders/code/index.ts @@ -0,0 +1,15 @@ +import { + RecursiveCharacterTextSplitter, + SupportedTextSplitterLanguage, +} from 'langchain/text_splitter'; + +import { loaderConfig } from '@/libs/langchain/loaders/config'; + +export const CodeLoader = async (text: string, language: string) => { + const splitter = RecursiveCharacterTextSplitter.fromLanguage( + language as SupportedTextSplitterLanguage, + loaderConfig, + ); + + return await splitter.createDocuments([text]); +}; diff --git a/src/libs/langchain/loaders/config.ts b/src/libs/langchain/loaders/config.ts new file mode 100644 index 000000000000..3be991fc8c69 --- /dev/null +++ b/src/libs/langchain/loaders/config.ts @@ -0,0 +1,6 @@ +const getLoaderConfig = () => ({ + chunkOverlap: 400, + chunkSize: 800, +}); + +export const loaderConfig = getLoaderConfig(); diff --git a/src/libs/langchain/loaders/docx/index.ts b/src/libs/langchain/loaders/docx/index.ts new file mode 100644 index 000000000000..83ed8a0c7b7a --- /dev/null +++ b/src/libs/langchain/loaders/docx/index.ts @@ -0,0 +1,13 @@ +import { DocxLoader as Loader } from '@langchain/community/document_loaders/fs/docx'; +import { RecursiveCharacterTextSplitter } from 'langchain/text_splitter'; + +import { loaderConfig } from '../config'; + +export const DocxLoader = async (fileBlob: Blob | string) => { + const loader = new Loader(fileBlob); + + const splitter = new RecursiveCharacterTextSplitter(loaderConfig); + const documents = await loader.load(); + + return await splitter.splitDocuments(documents); +}; diff --git a/src/libs/langchain/loaders/index.ts b/src/libs/langchain/loaders/index.ts new file mode 100644 index 000000000000..d120afcab195 --- /dev/null +++ b/src/libs/langchain/loaders/index.ts @@ -0,0 +1,98 @@ +import { + SupportedTextSplitterLanguage, + SupportedTextSplitterLanguages, +} from 'langchain/text_splitter'; + +import { LANGCHAIN_SUPPORT_TEXT_LIST } from '@/libs/langchain/file'; +import { LangChainLoaderType } from '@/libs/langchain/types'; + +import { CodeLoader } from './code'; +import { DocxLoader } from './docx'; +import { MarkdownLoader } from './markdown'; +import { PdfLoader } from './pdf'; +import { PPTXLoader } from './pptx'; +import { TextLoader } from './txt'; + +class LangChainError extends Error { + constructor(message: string) { + super(message); + this.name = 'LangChainChunkingError'; + } +} + +export class ChunkingLoader { + partitionContent = async (filename: string, content: Uint8Array) => { + try { + const fileBlob = new Blob([Buffer.from(content)]); + const txt = this.uint8ArrayToString(content); + + const type = this.getType(filename); + + switch (type) { + case 'code': { + const ext = filename.split('.').pop(); + return await CodeLoader(txt, ext!); + } + + case 'ppt': { + return await PPTXLoader(fileBlob); + } + + case 'pdf': { + return await PdfLoader(fileBlob); + } + + case 'markdown': { + return await MarkdownLoader(txt); + } + + case 'doc': { + return await DocxLoader(fileBlob); + } + + case 'text': { + return await TextLoader(txt); + } + + default: { + throw new Error( + 'Unsupported file type, please check your file is a supported type, or just create an issue.', + ); + } + } + } catch (e) { + throw new LangChainError((e as Error).message); + } + }; + + private getType = (filename: string): LangChainLoaderType | undefined => { + if (filename.endsWith('pptx')) { + return 'ppt'; + } + + if (filename.endsWith('docx') || filename.endsWith('doc')) { + return 'doc'; + } + + if (filename.endsWith('pdf')) { + return 'pdf'; + } + + if (filename.endsWith('md') || filename.endsWith('mdx')) { + return 'markdown'; + } + + const ext = filename.split('.').pop(); + + if (ext && SupportedTextSplitterLanguages.includes(ext as SupportedTextSplitterLanguage)) { + return 'code'; + } + + if (ext && LANGCHAIN_SUPPORT_TEXT_LIST.includes(ext)) return 'text'; + }; + + private uint8ArrayToString(uint8Array: Uint8Array) { + const decoder = new TextDecoder(); + return decoder.decode(uint8Array); + } +} diff --git a/src/libs/langchain/loaders/markdown/__tests__/demo.mdx b/src/libs/langchain/loaders/markdown/__tests__/demo.mdx new file mode 100644 index 000000000000..7cac957fe31a --- /dev/null +++ b/src/libs/langchain/loaders/markdown/__tests__/demo.mdx @@ -0,0 +1,325 @@ +import Tab from '@components/markdown/Tab.astro'; +import Tabs from '@components/markdown/Tabs.astro'; +import IsSupportedChipGroup from '@components/markdown/IsSupportedChipGroup.astro'; +import Callout from '@components/markdown/Callout.astro'; +import Section from '@components/markdown/Section.astro'; + +# Views (WIP) + + Views are currently only implemented in the `drizzle-orm`, `drizzle-kit` does not support views yet. + You can query the views that already exist in the database, but they won't be added to `drizzle-kit` migrations or `db push` as of now. + + +## Views declaration +There're several ways you can declare views with Drizzle ORM. + +You can declare views that have to be created or you can declare views that already exist in the database. + +You can declare views statements with an inline `query builder` syntax, with `standalone query builder` and with raw `sql` operators. + +When views are created with either inlined or standalone query builders, view columns schema will be automatically inferred, +yet when you use `sql` you have to explicitly declare view columns schema. + +### Declaring views + + +
+ ```ts filename="schema.ts" copy {13-14} + import { pgTable, pgView, serial, text, timestamp } from "drizzle-orm/pg-core"; + + export const user = pgTable("user", { + id: serial("id"), + name: text("name"), + email: text("email"), + password: text("password"), + role: text("role").$type<"admin" | "customer">(), + createdAt: timestamp("created_at"), + updatedAt: timestamp("updated_at"), + }); + + export const userView = pgView("user_view").as((qb) => qb.select().from(user)); + export const customersView = pgView("customers_view").as((qb) => qb.select().from(user).where(eq(user.role, "customer"))); + ``` + ```sql + CREATE VIEW "user_view" AS SELECT * FROM "user"; + CREATE VIEW "customers_view" AS SELECT * FROM "user" WHERE "role" = 'customer'; + ``` +
+ + +
+ ```ts filename="schema.ts" copy {13-14} + import { text, mysqlTable, mysqlView, int, timestamp } from "drizzle-orm/mysql-core"; + + export const user = mysqlTable("user", { + id: int("id").primaryKey().autoincrement(), + name: text("name"), + email: text("email"), + password: text("password"), + role: text("role").$type<"admin" | "customer">(), + createdAt: timestamp("created_at"), + updatedAt: timestamp("updated_at"), + }); + + export const userView = mysqlView("user_view").as((qb) => qb.select().from(user)); + export const customersView = mysqlView("customers_view").as((qb) => qb.select().from(user).where(eq(user.role, "customer"))); + ``` + ```sql + CREATE VIEW "user_view" AS SELECT * FROM "user"; + CREATE VIEW "customers_view" AS SELECT * FROM "user" WHERE "role" = 'customer'; + ``` +
+ + +
+ ```ts filename="schema.ts" copy {13-14} + import { integer, text, sqliteView, sqliteTable } from "drizzle-orm/sqlite-core"; + + export const user = sqliteTable("user", { + id: integer("id").primaryKey({ autoIncrement: true }), + name: text("name"), + email: text("email"), + password: text("password"), + role: text("role").$type<"admin" | "customer">(), + createdAt: integer("created_at"), + updatedAt: integer("updated_at"), + }); + + export const userView = sqliteView("user_view").as((qb) => qb.select().from(user)); + export const customersView = sqliteView("customers_view").as((qb) => qb.select().from(user).where(eq(user.role, "customer"))); + ``` + ```sql + CREATE VIEW "user_view" AS SELECT * FROM "user"; + CREATE VIEW "customers_view" AS SELECT * FROM "user" WHERE "role" = 'customer'; + ``` +
+ + + +If you need a subset of columns you can use `.select({ ... })` method in query builder, like this: +
+ ```ts {4-6} + export const customersView = pgView("customers_view").as((qb) => { + return qb + .select({ + id: user.id, + name: user.name, + email: user.email, + }) + .from(user); + }); + ``` + ```sql + CREATE VIEW "customers_view" AS SELECT "id", "name", "email" FROM "user" WHERE "role" = 'customer'; + ``` +
+ +You can also declare views using `standalone query builder`, it works exactly the same way: + + +
+ ```ts filename="schema.ts" copy {3, 15-16} + import { pgTable, pgView, serial, text, timestamp, QueryBuilder} from "drizzle-orm/pg-core"; + + const qb = new QueryBuilder(); + + export const user = pgTable("user", { + id: serial("id"), + name: text("name"), + email: text("email"), + password: text("password"), + role: text("role").$type<"admin" | "customer">(), + createdAt: timestamp("created_at"), + updatedAt: timestamp("updated_at"), + }); + + export const userView = pgView("user_view").as(qb.select().from(user)); + export const customersView = pgView("customers_view").as(qb.select().from(user).where(eq(user.role, "customer"))); + ``` + ```sql + CREATE VIEW "user_view" AS SELECT * FROM "user"; + CREATE VIEW "customers_view" AS SELECT * FROM "user" WHERE "role" = 'customer'; + ``` +
+ + +
+ ```ts filename="schema.ts" copy {3, 15-16} + import { text, mysqlTable, mysqlView, int, timestamp, QueryBuilder } from "drizzle-orm/mysql-core"; + + const qb = new QueryBuilder(); + + export const user = mysqlTable("user", { + id: int("id").primaryKey().autoincrement(), + name: text("name"), + email: text("email"), + password: text("password"), + role: text("role").$type<"admin" | "customer">(), + createdAt: timestamp("created_at"), + updatedAt: timestamp("updated_at"), + }); + + export const userView = mysqlView("user_view").as(qb.select().from(user)); + export const customersView = mysqlView("customers_view").as(qb.select().from(user).where(eq(user.role, "customer"))); + ``` + ```sql + CREATE VIEW "user_view" AS SELECT * FROM "user"; + CREATE VIEW "customers_view" AS SELECT * FROM "user" WHERE "role" = 'customer'; + ``` +
+ + +
+ ```ts filename="schema.ts" copy {3, 15-16} + import { integer, text, sqliteView, sqliteTable, QueryBuilder } from "drizzle-orm/sqlite-core"; + + const qb = new QueryBuilder(); + + export const user = sqliteTable("user", { + id: integer("id").primaryKey({ autoIncrement: true }), + name: text("name"), + email: text("email"), + password: text("password"), + role: text("role").$type<"admin" | "customer">(), + createdAt: integer("created_at"), + updatedAt: integer("updated_at"), + }); + + export const userView = sqliteView("user_view").as((qb) => qb.select().from(user)); + export const customerView = sqliteView("customers_view").as((qb) => qb.select().from(user).where(eq(user.role, "customer"))); + ``` + ```sql + CREATE VIEW "user_view" AS SELECT * FROM "user"; + CREATE VIEW "customers_view" AS SELECT * FROM "user" WHERE "role" = 'customer'; + ``` +
+ + + +### Declaring views with raw SQL +Whenever you need to declare view using a syntax that is not supported by the query builder, +you can directly use `sql` operator and explicitly specify view columns schema. + +```ts copy +// regular view +const newYorkers = pgView('new_yorkers', { + id: serial('id').primaryKey(), + name: text('name').notNull(), + cityId: integer('city_id').notNull(), +}).as(sql`select * from ${users} where ${eq(users.cityId, 1)}`); + +// materialized view +const newYorkers = pgMaterializedView('new_yorkers', { + id: serial('id').primaryKey(), + name: text('name').notNull(), + cityId: integer('city_id').notNull(), +}).as(sql`select * from ${users} where ${eq(users.cityId, 1)}`); +``` + +### Declaring existing views +When you're provided with a read only access to an existing view in the database you should use `.existing()` view configuration, +`drizzle-kit` will ignore and will not generate a `create view` statement in the generated migration. +```ts +export const user = pgTable("user", { + id: serial("id"), + name: text("name"), + email: text("email"), + password: text("password"), + role: text("role").$type<"admin" | "customer">(), + createdAt: timestamp("created_at"), + updatedAt: timestamp("updated_at"), +}); + +// regular view +export const trimmedUser = pgView("trimmed_user", { + id: serial("id"), + name: text("name"), + email: text("email"), +}).existing(); + +// materialized view won't make any difference, yet you can use it for consistency +export const trimmedUser = pgMaterializedView("trimmed_user", { + id: serial("id"), + name: text("name"), + email: text("email"), +}).existing(); +``` + +### Materialized views + + +According to the official docs, PostgreSQL has both **[`regular`](https://www.postgresql.org/docs/current/sql-createview.html)** +and **[`materialized`](https://www.postgresql.org/docs/current/sql-creatematerializedview.html)** views. + +Materialized views in PostgreSQL use the rule system like views do, but persist the results in a table-like form. +{/* This means that when a query is executed against a materialized view, the results are returned directly from the materialized view, +like from a table, rather than being reconstructed by executing the query against the underlying base tables that make up the view. */} + +Drizzle ORM natively supports PostgreSQL materialized views: + +
+```ts filename="schema.ts" copy +const newYorkers = pgMaterializedView('new_yorkers').as((qb) => qb.select().from(users).where(eq(users.cityId, 1))); +``` +```sql +CREATE MATERIALIZED VIEW "new_yorkers" AS SELECT * FROM "users"; +``` +
+ +You can then refresh materialized views in the application runtime: +```ts copy +await db.refreshMaterializedView(newYorkers); + +await db.refreshMaterializedView(newYorkers).concurrently(); + +await db.refreshMaterializedView(newYorkers).withNoData(); +``` + +### Extended example + +All the parameters inside the query will be inlined, instead of replaced by `$1`, `$2`, etc. + + +```ts copy +// regular view +const newYorkers = pgView('new_yorkers') + .with({ + checkOption: 'cascaded', + securityBarrier: true, + securityInvoker: true, + }) + .as((qb) => { + const sq = qb + .$with('sq') + .as( + qb.select({ userId: users.id, cityId: cities.id }) + .from(users) + .leftJoin(cities, eq(cities.id, users.homeCity)) + .where(sql`${users.age1} > 18`), + ); + return qb.with(sq).select().from(sq).where(sql`${users.homeCity} = 1`); + }); + +// materialized view +const newYorkers2 = pgMaterializedView('new_yorkers') + .using('btree') + .with({ + fillfactor: 90, + toast_tuple_target: 0.5, + autovacuum_enabled: true, + ... + }) + .tablespace('custom_tablespace') + .withNoData() + .as((qb) => { + const sq = qb + .$with('sq') + .as( + qb.select({ userId: users.id, cityId: cities.id }) + .from(users) + .leftJoin(cities, eq(cities.id, users.homeCity)) + .where(sql`${users.age1} > 18`), + ); + return qb.with(sq).select().from(sq).where(sql`${users.homeCity} = 1`); + }); +``` diff --git a/src/libs/langchain/loaders/markdown/__tests__/index.test.ts b/src/libs/langchain/loaders/markdown/__tests__/index.test.ts new file mode 100644 index 000000000000..6e2a6e9f52fa --- /dev/null +++ b/src/libs/langchain/loaders/markdown/__tests__/index.test.ts @@ -0,0 +1,13 @@ +// @vitest-environment node +import * as fs from 'node:fs'; +import { join } from 'node:path'; + +import { MarkdownLoader } from '../index'; + +describe('MarkdownLoader', () => { + it('should run', async () => { + const content = fs.readFileSync(join(__dirname, `./demo.mdx`), 'utf-8'); + + await MarkdownLoader(content); + }); +}); diff --git a/src/libs/langchain/loaders/markdown/index.ts b/src/libs/langchain/loaders/markdown/index.ts new file mode 100644 index 000000000000..61aebeef24e8 --- /dev/null +++ b/src/libs/langchain/loaders/markdown/index.ts @@ -0,0 +1,9 @@ +import { MarkdownTextSplitter } from 'langchain/text_splitter'; + +import { loaderConfig } from '../config'; + +export const MarkdownLoader = async (text: string) => { + const splitter = new MarkdownTextSplitter(loaderConfig); + + return await splitter.createDocuments([text]); +}; diff --git a/src/libs/langchain/loaders/pdf/index.ts b/src/libs/langchain/loaders/pdf/index.ts new file mode 100644 index 000000000000..220a7da9a750 --- /dev/null +++ b/src/libs/langchain/loaders/pdf/index.ts @@ -0,0 +1,7 @@ +import { PDFLoader } from '@langchain/community/document_loaders/fs/pdf'; + +export const PdfLoader = async (blob: Blob) => { + const loader = new PDFLoader(blob); + + return await loader.load(); +}; diff --git a/src/libs/langchain/loaders/pptx/index.ts b/src/libs/langchain/loaders/pptx/index.ts new file mode 100644 index 000000000000..dcfb02058378 --- /dev/null +++ b/src/libs/langchain/loaders/pptx/index.ts @@ -0,0 +1,7 @@ +import { PPTXLoader as Loader } from '@langchain/community/document_loaders/fs/pptx'; + +export const PPTXLoader = async (fileBlob: Blob | string) => { + const loader = new Loader(fileBlob); + + return await loader.load(); +}; diff --git a/src/libs/langchain/loaders/txt/__tests__/index.test.ts b/src/libs/langchain/loaders/txt/__tests__/index.test.ts new file mode 100644 index 000000000000..c4482eec6cbf --- /dev/null +++ b/src/libs/langchain/loaders/txt/__tests__/index.test.ts @@ -0,0 +1,54 @@ +// @vitest-environment node +import * as fs from 'node:fs'; +import { join } from 'node:path'; + +import { TextLoader } from '../index'; +import longResult from './long.json'; + +describe('TextLoader', () => { + it('split simple content', async () => { + const content = `好的,我们以基于 Puppeteer 的截图服务为例,给出一个具体的示例: + +| 服务器配置 | 并发量 | +| --- | --- | +| 1c1g | 50-100 | +| 2c4g | 200-500 | +| 4c8g | 500-1000 | +| 8c16g | 1000-2000 | + +这里的并发量是根据以下假设条件估算的: + +1. 应用程序使用 Puppeteer 进行网页截图,每个请求需要 500ms-1s 的处理时间。 +2. CPU 密集型任务,CPU 是主要的性能瓶颈。 +3. 每个请求需要 50-100MB 的内存。 +4. 没有其他依赖服务,如数据库等。 +5. 网络带宽足够,不是瓶颈。 + +在这种情况下: + +- 1c1g 的服务器,由于 CPU 资源较少,并发量较低,大约在 50-100 左右。 +- 2c4g 的服务器,CPU 资源增加,并发量可以提高到 200-500 左右。 +- 4c8g 的服务器,CPU 资源进一步增加,并发量可以提高到 500-1000 左右。 +- 8c16g 的服务器,CPU 资源进一步增加,并发量可以提高到 1000-2000 左右。 + +需要注意的是,这只是一个大致的估计,实际情况可能会有差异。在正式部署时,建议进行负载测试,根据实际情况进行调整和优化。`; + + const result = await TextLoader(content); + + expect(result).toEqual([ + { + pageContent: + '好的,我们以基于 Puppeteer 的截图服务为例,给出一个具体的示例:\n\n| 服务器配置 | 并发量 |\n| --- | --- |\n| 1c1g | 50-100 |\n| 2c4g | 200-500 |\n| 4c8g | 500-1000 |\n| 8c16g | 1000-2000 |\n\n这里的并发量是根据以下假设条件估算的:\n\n1. 应用程序使用 Puppeteer 进行网页截图,每个请求需要 500ms-1s 的处理时间。\n2. CPU 密集型任务,CPU 是主要的性能瓶颈。\n3. 每个请求需要 50-100MB 的内存。\n4. 没有其他依赖服务,如数据库等。\n5. 网络带宽足够,不是瓶颈。\n\n在这种情况下:\n\n- 1c1g 的服务器,由于 CPU 资源较少,并发量较低,大约在 50-100 左右。\n- 2c4g 的服务器,CPU 资源增加,并发量可以提高到 200-500 左右。\n- 4c8g 的服务器,CPU 资源进一步增加,并发量可以提高到 500-1000 左右。\n- 8c16g 的服务器,CPU 资源进一步增加,并发量可以提高到 1000-2000 左右。\n\n需要注意的是,这只是一个大致的估计,实际情况可能会有差异。在正式部署时,建议进行负载测试,根据实际情况进行调整和优化。', + metadata: { loc: { lines: { from: 1, to: 25 } } }, + }, + ]); + }); + + it('split long', async () => { + const content = fs.readFileSync(join(__dirname, `./pg24022.txt`), 'utf-8'); + + const result = await TextLoader(content); + + expect(result).toEqual(longResult); + }); +}); diff --git a/src/libs/langchain/loaders/txt/__tests__/long.json b/src/libs/langchain/loaders/txt/__tests__/long.json new file mode 100644 index 000000000000..1fcde6c2d725 --- /dev/null +++ b/src/libs/langchain/loaders/txt/__tests__/long.json @@ -0,0 +1,38 @@ +[ + { + "pageContent": "Marley was dead, to begin with. There is no doubt whatever about that.\nThe register of his burial was signed by the clergyman, the clerk, the\nundertaker, and the chief mourner. Scrooge signed it. And Scrooge's name\nwas good upon 'Change for anything he chose to put his hand to. Old\nMarley was as dead as a door-nail.\n\nMind! I don't mean to say that I know of my own knowledge, what there is\nparticularly dead about a door-nail. I might have been inclined, myself,\nto regard a coffin-nail as the deadest piece of ironmongery in the\ntrade. But the wisdom of our ancestors is in the simile; and my\nunhallowed hands shall not disturb it, or the country's done for. You\nwill, therefore, permit me to repeat, emphatically, that Marley was as\ndead as a door-nail.", + "metadata": { "loc": { "lines": { "from": 1, "to": 13 } } } + }, + { + "pageContent": "Scrooge knew he was dead? Of course he did. How could it be otherwise?\nScrooge and he were partners for I don't know how many years. Scrooge\nwas his sole executor, his sole administrator, his sole assign, his sole\nresiduary legatee, his sole friend, and sole mourner. And even Scrooge\nwas not so dreadfully cut up by the sad event but that he was an\nexcellent man of business on the very day of the funeral, and solemnised\nit with an undoubted bargain.", + "metadata": { "loc": { "lines": { "from": 15, "to": 21 } } } + }, + { + "pageContent": "The mention of Marley's funeral brings me back to the point I started\nfrom. There is no doubt that Marley was dead. This must be distinctly\nunderstood, or nothing wonderful can come of the story I am going to\nrelate. If we were not perfectly convinced that Hamlet's father died\nbefore the play began, there would be nothing more remarkable in his\ntaking a stroll at night, in an easterly wind, upon his own ramparts,\nthan there would be in any other middle-aged gentleman rashly turning\nout after dark in a breezy spot--say St. Paul's Churchyard, for\ninstance--literally to astonish his son's weak mind.", + "metadata": { "loc": { "lines": { "from": 23, "to": 31 } } } + }, + { + "pageContent": "Scrooge never painted out Old Marley's name. There it stood, years\nafterwards, above the warehouse door: Scrooge and Marley. The firm was\nknown as Scrooge and Marley. Sometimes people new to the business called\nScrooge Scrooge, and sometimes Marley, but he answered to both names. It\nwas all the same to him.", + "metadata": { "loc": { "lines": { "from": 33, "to": 37 } } } + }, + { + "pageContent": "Oh! but he was a tight-fisted hand at the grindstone, Scrooge! a\nsqueezing, wrenching, grasping, scraping, clutching, covetous old\nsinner! Hard and sharp as flint, from which no steel had ever struck out\ngenerous fire; secret, and self-contained, and solitary as an oyster.\nThe cold within him froze his old features, nipped his pointed nose,\nshrivelled his cheek, stiffened his gait; made his eyes red, his thin\nlips blue; and spoke out shrewdly in his grating voice. A frosty rime\nwas on his head, and on his eyebrows, and his wiry chin. He carried his\nown low temperature always about with him; he iced his office in the\ndog-days, and didn't thaw it one degree at Christmas.", + "metadata": { "loc": { "lines": { "from": 39, "to": 48 } } } + }, + { + "pageContent": "External heat and cold had little influence on Scrooge. No warmth could\nwarm, no wintry weather chill him. No wind that blew was bitterer than\nhe, no falling snow was more intent upon its purpose, no pelting rain\nless open to entreaty. Foul weather didn't know where to have him. The\nheaviest rain, and snow, and hail, and sleet could boast of the\nadvantage over him in only one respect. They often 'came down'\nhandsomely, and Scrooge never did.", + "metadata": { "loc": { "lines": { "from": 50, "to": 56 } } } + }, + { + "pageContent": "Nobody ever stopped him in the street to say, with gladsome looks, 'My\ndear Scrooge, how are you? When will you come to see me?' No beggars\nimplored him to bestow a trifle, no children asked him what it was\no'clock, no man or woman ever once in all his life inquired the way to\nsuch and such a place, of Scrooge. Even the blind men's dogs appeared to\nknow him; and, when they saw him coming on, would tug their owners into\ndoorways and up courts; and then would wag their tails as though they\nsaid, 'No eye at all is better than an evil eye, dark master!'\n\nBut what did Scrooge care? It was the very thing he liked. To edge his\nway along the crowded paths of life, warning all human sympathy to keep\nits distance, was what the knowing ones call 'nuts' to Scrooge.", + "metadata": { "loc": { "lines": { "from": 58, "to": 69 } } } + }, + { + "pageContent": "Once upon a time--of all the good days in the year, on Christmas\nEve--old Scrooge sat busy in his counting-house. It was cold, bleak,\nbiting weather; foggy withal; and he could hear the people in the court\noutside go wheezing up and down, beating their hands upon their breasts,\nand stamping their feet upon the pavement stones to warm them. The City\nclocks had only just gone three, but it was quite dark already--it had\nnot been light all day--and candles were flaring in the windows of the\nneighbouring offices, like ruddy smears upon the palpable brown air. The\nfog came pouring in at every chink and keyhole, and was so dense\nwithout, that, although the court was of the narrowest, the houses\nopposite were mere phantoms. To see the dingy cloud come drooping down,", + "metadata": { "loc": { "lines": { "from": 71, "to": 81 } } } + }, + { + "pageContent": "not been light all day--and candles were flaring in the windows of the\nneighbouring offices, like ruddy smears upon the palpable brown air. The\nfog came pouring in at every chink and keyhole, and was so dense\nwithout, that, although the court was of the narrowest, the houses\nopposite were mere phantoms. To see the dingy cloud come drooping down,\nobscuring everything, one might have thought that nature lived hard by,\nand was brewing on a large scale.", + "metadata": { "loc": { "lines": { "from": 77, "to": 83 } } } + } +] diff --git a/src/libs/langchain/loaders/txt/__tests__/pg24022.txt b/src/libs/langchain/loaders/txt/__tests__/pg24022.txt new file mode 100644 index 000000000000..fda37ddce4b3 --- /dev/null +++ b/src/libs/langchain/loaders/txt/__tests__/pg24022.txt @@ -0,0 +1,83 @@ +Marley was dead, to begin with. There is no doubt whatever about that. +The register of his burial was signed by the clergyman, the clerk, the +undertaker, and the chief mourner. Scrooge signed it. And Scrooge's name +was good upon 'Change for anything he chose to put his hand to. Old +Marley was as dead as a door-nail. + +Mind! I don't mean to say that I know of my own knowledge, what there is +particularly dead about a door-nail. I might have been inclined, myself, +to regard a coffin-nail as the deadest piece of ironmongery in the +trade. But the wisdom of our ancestors is in the simile; and my +unhallowed hands shall not disturb it, or the country's done for. You +will, therefore, permit me to repeat, emphatically, that Marley was as +dead as a door-nail. + +Scrooge knew he was dead? Of course he did. How could it be otherwise? +Scrooge and he were partners for I don't know how many years. Scrooge +was his sole executor, his sole administrator, his sole assign, his sole +residuary legatee, his sole friend, and sole mourner. And even Scrooge +was not so dreadfully cut up by the sad event but that he was an +excellent man of business on the very day of the funeral, and solemnised +it with an undoubted bargain. + +The mention of Marley's funeral brings me back to the point I started +from. There is no doubt that Marley was dead. This must be distinctly +understood, or nothing wonderful can come of the story I am going to +relate. If we were not perfectly convinced that Hamlet's father died +before the play began, there would be nothing more remarkable in his +taking a stroll at night, in an easterly wind, upon his own ramparts, +than there would be in any other middle-aged gentleman rashly turning +out after dark in a breezy spot--say St. Paul's Churchyard, for +instance--literally to astonish his son's weak mind. + +Scrooge never painted out Old Marley's name. There it stood, years +afterwards, above the warehouse door: Scrooge and Marley. The firm was +known as Scrooge and Marley. Sometimes people new to the business called +Scrooge Scrooge, and sometimes Marley, but he answered to both names. It +was all the same to him. + +Oh! but he was a tight-fisted hand at the grindstone, Scrooge! a +squeezing, wrenching, grasping, scraping, clutching, covetous old +sinner! Hard and sharp as flint, from which no steel had ever struck out +generous fire; secret, and self-contained, and solitary as an oyster. +The cold within him froze his old features, nipped his pointed nose, +shrivelled his cheek, stiffened his gait; made his eyes red, his thin +lips blue; and spoke out shrewdly in his grating voice. A frosty rime +was on his head, and on his eyebrows, and his wiry chin. He carried his +own low temperature always about with him; he iced his office in the +dog-days, and didn't thaw it one degree at Christmas. + +External heat and cold had little influence on Scrooge. No warmth could +warm, no wintry weather chill him. No wind that blew was bitterer than +he, no falling snow was more intent upon its purpose, no pelting rain +less open to entreaty. Foul weather didn't know where to have him. The +heaviest rain, and snow, and hail, and sleet could boast of the +advantage over him in only one respect. They often 'came down' +handsomely, and Scrooge never did. + +Nobody ever stopped him in the street to say, with gladsome looks, 'My +dear Scrooge, how are you? When will you come to see me?' No beggars +implored him to bestow a trifle, no children asked him what it was +o'clock, no man or woman ever once in all his life inquired the way to +such and such a place, of Scrooge. Even the blind men's dogs appeared to +know him; and, when they saw him coming on, would tug their owners into +doorways and up courts; and then would wag their tails as though they +said, 'No eye at all is better than an evil eye, dark master!' + +But what did Scrooge care? It was the very thing he liked. To edge his +way along the crowded paths of life, warning all human sympathy to keep +its distance, was what the knowing ones call 'nuts' to Scrooge. + +Once upon a time--of all the good days in the year, on Christmas +Eve--old Scrooge sat busy in his counting-house. It was cold, bleak, +biting weather; foggy withal; and he could hear the people in the court +outside go wheezing up and down, beating their hands upon their breasts, +and stamping their feet upon the pavement stones to warm them. The City +clocks had only just gone three, but it was quite dark already--it had +not been light all day--and candles were flaring in the windows of the +neighbouring offices, like ruddy smears upon the palpable brown air. The +fog came pouring in at every chink and keyhole, and was so dense +without, that, although the court was of the narrowest, the houses +opposite were mere phantoms. To see the dingy cloud come drooping down, +obscuring everything, one might have thought that nature lived hard by, +and was brewing on a large scale. diff --git a/src/libs/langchain/loaders/txt/index.ts b/src/libs/langchain/loaders/txt/index.ts new file mode 100644 index 000000000000..72635f402860 --- /dev/null +++ b/src/libs/langchain/loaders/txt/index.ts @@ -0,0 +1,9 @@ +import { RecursiveCharacterTextSplitter } from 'langchain/text_splitter'; + +import { loaderConfig } from '../config'; + +export const TextLoader = async (text: string) => { + const splitter = new RecursiveCharacterTextSplitter(loaderConfig); + + return await splitter.createDocuments([text]); +}; diff --git a/src/libs/langchain/types.ts b/src/libs/langchain/types.ts new file mode 100644 index 000000000000..696300cf0313 --- /dev/null +++ b/src/libs/langchain/types.ts @@ -0,0 +1 @@ +export type LangChainLoaderType = 'code' | 'ppt' | 'pdf' | 'markdown' | 'doc' | 'text'; diff --git a/src/libs/unstructured/__tests__/fixtures/image-parse/fast-partition-none-output.json b/src/libs/unstructured/__tests__/fixtures/image-parse/fast-partition-none-output.json new file mode 100644 index 000000000000..57a403582efc --- /dev/null +++ b/src/libs/unstructured/__tests__/fixtures/image-parse/fast-partition-none-output.json @@ -0,0 +1,3258 @@ +{ + "compositeElements": [], + "originElements": [ + { + "type": "Header", + "element_id": "a624cfed-fad6-4b59-89e9-d0e27c5fe929", + "text": "政府⼯作报告　——2023年3⽉5⽇在第⼗四届全国⼈民代表...", + "metadata": { + "coordinates": { + "points": [ + [0, 1.1599999999999682], + [0, 12.399999999999977], + [267.5, 12.399999999999977], + [267.5, 1.1599999999999682] + ], + "system": "PixelSpace", + "layout_width": 612, + "layout_height": 792 + }, + "languages": ["eng"], + "page_number": 1, + "filename": "image-parse.pdf", + "filetype": "application/pdf" + } + }, + { + "type": "Header", + "element_id": "c4e208c2-68de-44ec-9d6e-3b28eb54041e", + "text": "https://www.gov.cn/gongbao/content/2023/content_5747260.htm", + "metadata": { + "coordinates": { + "points": [ + [351.9875, 1.1599999999999682], + [351.9875, 11.159999999999968], + [612, 11.159999999999968], + [612.0035, 1.1599999999999682] + ], + "system": "PixelSpace", + "layout_width": 612, + "layout_height": 792 + }, + "languages": ["eng"], + "page_number": 1, + "filename": "image-parse.pdf", + "filetype": "application/pdf" + } + }, + { + "type": "Title", + "element_id": "f3908366-9d8a-45d1-b114-6ed7df62619a", + "text": "政　府　⼯　作　报　告 政　府　⼯　作　报　告 ——2023年3⽉5⽇在第⼗四届全国⼈⺠代表⼤会第⼀次会议上 国务院总理　李克强", + "metadata": { + "coordinates": { + "points": [ + [211.1981, 159.013153], + [211.1981, 189.59386877999998], + [400.79124, 189.59386877999998], + [400.79124, 159.013153] + ], + "system": "PixelSpace", + "layout_width": 612, + "layout_height": 792 + }, + "languages": ["eng"], + "page_number": 1, + "parent_id": "c4e208c2-68de-44ec-9d6e-3b28eb54041e", + "filename": "image-parse.pdf", + "filetype": "application/pdf" + } + }, + { + "type": "Title", + "element_id": "01682f16-fa25-4e5d-a16e-4cfe5bd849b1", + "text": "各位代表： 各位代表：", + "metadata": { + "coordinates": { + "points": [ + [126.4956, 202.23340178], + [126.4956, 209.2553687799999], + [161.60543499999997, 209.2553687799999], + [161.60543499999997, 202.23340178] + ], + "system": "PixelSpace", + "layout_width": 612, + "layout_height": 792 + }, + "languages": ["eng"], + "page_number": 1, + "parent_id": "c4e208c2-68de-44ec-9d6e-3b28eb54041e", + "filename": "image-parse.pdf", + "filetype": "application/pdf" + } + }, + { + "type": "Title", + "element_id": "79b29345-bccd-4ec3-a2af-c617093c5394", + "text": "本届政府任期即将结束。现在，我代表国务院，向⼤会报告⼯作，请予审议，并请全国政协委员提出意⻅。", + "metadata": { + "coordinates": { + "points": [ + [140.5395, 212.0641017800001], + [140.5395, 219.08606878], + [470.571949, 219.08606878], + [470.571949, 212.0641017800001] + ], + "system": "PixelSpace", + "layout_width": 612, + "layout_height": 792 + }, + "languages": ["eng"], + 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Characteristics of the study population.", + "metadata": { + "filetype": "application/pdf", + "languages": ["eng"], + "page_number": 1, + "filename": "table-parse.pdf" + } + }, + { + "type": "Table", + "element_id": "6ac9e7aa-6618-4cae-8e78-a4ec6fd73cf5", + "metadata": { + "languages": ["eng"], + "page_number": 1, + "text_as_html": "
MaleFemaleOverallp-value
MS subjectsControl \nsubjectsp-value MS subjects Control \nsubjectsp-valueMS \nsubjectsControl \nsubjects
N368521,931856650,64012,25172,572
Follow-up time (years)9.9 (6.1)11.4(6.5)<0.00110.4 (6.3)11.5(6.5)<0.00110.3(6.3)11.5(6.5)<0.001
Female (%)69.969.80.752
Age (years)46.3 (13.3)46.3(13.3)0.85244.3(13.3)44.3(13.3)0.90744.9(13.3)44.9(13.3)0.727
Ethnicity — white (%)92393.50.01391594.1<0.00193.991.2<0.00
Smoking status (%)
Non-smoker41553.849.560.047.158.1
Ex-smoker17.514.7<0.00113.911.6<0.0011512.5<0.00
Current smoker41.131.636.628.5379294
eFI ratio0.02 (0.04)0.01 (0.03)<0.0010.03 (0.04)0.02 (0.04)<0.0010.03 (0.04)0.02 (0.04)<0.00
Fit97.298.395.897.196.297.4
Mid frailty2.81.64.02.83.72.5
Moderate frailty0.00.0<0.0010.20.1<0.0010.10.1<0.00
Severe frailty0.00.00.00.00.00.0
Number of primary care visits in previous year6.9 (10.3)22(5.0)<0.00182(11.5)32(6.1)<0.00178(112)29(5.9)<0.00
Index of multiple deprivation (IMD; %)
1Q — least deprived13.713.714.614.6144144
2Q18.518.418.518.518.518.5
3Q17.617.617.917.917.817.8
4Q20.22031.00018.818.81.00019.219.21.000
5Q — most deprived20.620.620.320.3204204
Missing data9.39.49.89.99.79.7
" + }, + "text": "Male Female Overall MS subjects Control subjects p-value MS subjects Control subjects p-value MS subjects Control subjects p-value N Follow-up time (years) Female (%) Age (years) Ethnicity – white (%) Smoking status (%) Non-smoker Ex-smoker Current smoker eFI ratio Fit Mid frailty Moderate frailty Severe frailty Number of primary care visits in previous year Index of multiple deprivation (IMD; %) 3685 9.9 (6.1) 46.3 (13.3) 92.3 41.5 17.5 41.1 0.02 (0.04) 97.2 2.8 0.0 0.0 6.9 (10.3) 21,931 11.4 (6.5) <0.001 46.3 (13.3) 93.5 0.852 0.013 53.8 14.7 31.6 0.01 (0.03) <0.001 98.3 1.6 0.0 0.0 2.2 (5.0) <0.001 <0.001 <0.001 8566 10.4 (6.3) 44.3 (13.3) 91.5 49.5 13.9 36.6 0.03 (0.04) 95.8 4.0 0.2 0.0 8.2 (11.5) 50,640 11.5 (6.5) <0.001 44.3 (13.3) 94.1 0.907 <0.001 60.0 11.6 28.5 0.02 (0.04) <0.001 97.1 2.8 0.1 0.0 3.2 (6.1) <0.001 <0.001 <0.001 12,251 10.3 (6.3) 69.9 44.9 (13.3) 93.9 47.1 15 37.9 0.03 (0.04) 96.2 3.7 0.1 0.0 7.8 (11.2) 72,572 11.5 (6.5) <0.001 69.8 44.9 (13.3) 91.2 0.752 0.727 <0.001 58.1 12.5 29.4 0.02 (0.04) <0.001 97.4 2.5 0.1 0.0 2.9 (5.9) <0.001 <0.001 <0.001 1Q – least deprived 13.7 13.7 14.6 14.6 14.4 14.4 2Q 3Q 4Q 5Q – most deprived Missing data 18.5 17.6 20.2 20.6 9.3 18.4 17.6 20.3 20.6 9.4 1.000 18.5 17.9 18.8 20.3 9.8 18.5 17.9 18.8 20.3 9.9 1.000 18.5 17.8 19.2 20.4 9.7 18.5 17.8 19.2 20.4 9.7 1.000" + }, + { + "type": "CompositeElement", + "element_id": "499fc9c7-95f4-412c-87e2-10fa1a2e950e", + "text": "Individuals were classified as fit, if the eFI score was below 0.12; mildly frail, if the score was between 0.12 and 0.24; moderately frail, if the score was between 0.24 and 0.36; severely frail, if the score was 0.36 and above. Differences between groups were assessed employing Chi-square test, Student’s t-test and the Kruskal–Wallis test, as appropriate.\n\nwas even lower in men (PR = 0.27, 95% CI = 0.18, 0.39) than in women (PR = 0.38, 95% CI = 0.30, 0.49; Figure 1), but the difference was not statistically sig- nificant (p = 0.097).", + "metadata": { + "filetype": "application/pdf", + "languages": ["eng"], + "page_number": 1, + "filename": "table-parse.pdf" + } + }, + { + "type": "CompositeElement", + "element_id": "875d46a9-6106-40d2-b891-b803d0bb87ac", + "text": "Hyperlipidaemia. Treatment with lipid-lowering medications was lower in PwMS, as compared with matched controls (PR = 0.63, 95% CI = 0.54, 0.74). This was particularly pronounced for men (women: PR = 0.71, 95% CI = 0.59, 0.87; men: PR = 0.41, 95% CI = 0.37, 0.62).\n\nDifferences in risk factor severity\n\nAs compared with matched controls, after adjustment, PwMS had a 0.4-mm Hg lower systolic blood", + "metadata": { + "filetype": "application/pdf", + "languages": ["eng"], + "page_number": 1, + "filename": "table-parse.pdf" + } + }, + { + "type": "CompositeElement", + "element_id": "2990794c-e50d-4ed2-b3b3-b76a2fc76693", + "text": "pressure at the index year. The magnitude was greater for men than women, considering that men had almost a 3-mm Hg lower blood pressure than matched con- trols (overall: coeff. = −0.37, 95% CI = −0.60, −0.13; women: −0.54, 95% CI = −0.96, −0.12; men: −2.81, 95% CI = −3.84, −1.77). The differences were greater when restricting analyses to only those with a diagno- sis of hypertension at baseline, as PwMS had a 3.3- mm Hg lower systolic blood pressure then matched controls (coeff. = −3.27, 95% CI = −5.04, −1.50); dif- ferences were confirmed in women but not in men (women: coeff. = −2.56, 95% CI = −3.84, −1.27; men: −0.27, 95% CI = 0.01, −2.56).", + "metadata": { + "filetype": "application/pdf", + "languages": ["eng"], + "page_number": 1, + "filename": "table-parse.pdf" + } + }, + { + "type": "CompositeElement", + "element_id": "9e6198b1-08c2-4e33-91af-8a3361e02925", + "text": "In contrast, PwMS had higher levels of diastolic blood pressure at baseline, as compared with matched controls (coeff. = 0.29, 95% CI = 0.14, 0.43). However,\n\n674\n\njournals.sagepub.com/home/msj", + "metadata": { + "filetype": "application/pdf", + "languages": ["eng"], + "page_number": 1, + "filename": "table-parse.pdf" + } + } + ], + "originElements": [ + { + "element_id": "393967b3-164c-4814-a881-9c64ae8ab4b5", + "metadata": { + "coordinates": { + "layout_height": 2205, + "layout_width": 1654, + "points": [ + [68.2, 92.5], + [68.2, 125.9], + [456.6, 125.9], + [456.6, 92.5] + ], + "system": "PixelSpace" + }, + "detection_class_prob": 0.86543, + "filetype": "PPM", + "languages": ["eng"], + "page_number": 1 + }, + "text": "Multiple Sclerosis Journal 29(6)", + "type": "Header", + "compositeId": "32855cf6-5605-4a8e-97a3-3ac0b509b725" + }, + { + "element_id": "062ccb2f-1ffb-41fc-92c3-ff0de9297b4c", + "metadata": { + "coordinates": { + "layout_height": 2205, + "layout_width": 1654, + "points": [ + [63, 195.2], + [63, 227.3], + [551.6, 227.3], + [551.6, 195.2] + ], + "system": "PixelSpace" + }, + "detection_class_prob": 0.60108, + "filetype": "PPM", + "languages": ["eng"], + "page_number": 1 + }, + "text": "Table 1. Characteristics of the study population.", + "type": "NarrativeText", + "compositeId": "32855cf6-5605-4a8e-97a3-3ac0b509b725" + }, + { + "type": "Table", + "element_id": "6ac9e7aa-6618-4cae-8e78-a4ec6fd73cf5", + "metadata": { + "coordinates": { + "layout_height": 2205, + "layout_width": 1654, + "points": [ + [67.7, 232.3], + [67.7, 1326.8], + [1541.1, 1326.8], + [1541.1, 232.3] + ], + "system": "PixelSpace" + }, + "detection_class_prob": 0.95674, + "filetype": "PPM", + "languages": ["eng"], + "page_number": 1, + "text_as_html": "
MaleFemaleOverallp-value
MS subjectsControl \nsubjectsp-value MS subjects Control \nsubjectsp-valueMS \nsubjectsControl \nsubjects
N368521,931856650,64012,25172,572
Follow-up time (years)9.9 (6.1)11.4(6.5)<0.00110.4 (6.3)11.5(6.5)<0.00110.3(6.3)11.5(6.5)<0.001
Female (%)69.969.80.752
Age (years)46.3 (13.3)46.3(13.3)0.85244.3(13.3)44.3(13.3)0.90744.9(13.3)44.9(13.3)0.727
Ethnicity — white (%)92393.50.01391594.1<0.00193.991.2<0.00
Smoking status (%)
Non-smoker41553.849.560.047.158.1
Ex-smoker17.514.7<0.00113.911.6<0.0011512.5<0.00
Current smoker41.131.636.628.5379294
eFI ratio0.02 (0.04)0.01 (0.03)<0.0010.03 (0.04)0.02 (0.04)<0.0010.03 (0.04)0.02 (0.04)<0.00
Fit97.298.395.897.196.297.4
Mid frailty2.81.64.02.83.72.5
Moderate frailty0.00.0<0.0010.20.1<0.0010.10.1<0.00
Severe frailty0.00.00.00.00.00.0
Number of primary care visits in previous year6.9 (10.3)22(5.0)<0.00182(11.5)32(6.1)<0.00178(112)29(5.9)<0.00
Index of multiple deprivation (IMD; %)
1Q — least deprived13.713.714.614.6144144
2Q18.518.418.518.518.518.5
3Q17.617.617.917.917.817.8
4Q20.22031.00018.818.81.00019.219.21.000
5Q — most deprived20.620.620.320.3204204
Missing data9.39.49.89.99.79.7
" + }, + "text": "Male Female Overall MS subjects Control subjects p-value MS subjects Control subjects p-value MS subjects Control subjects p-value N Follow-up time (years) Female (%) Age (years) Ethnicity – white (%) Smoking status (%) Non-smoker Ex-smoker Current smoker eFI ratio Fit Mid frailty Moderate frailty Severe frailty Number of primary care visits in previous year Index of multiple deprivation (IMD; %) 3685 9.9 (6.1) 46.3 (13.3) 92.3 41.5 17.5 41.1 0.02 (0.04) 97.2 2.8 0.0 0.0 6.9 (10.3) 21,931 11.4 (6.5) <0.001 46.3 (13.3) 93.5 0.852 0.013 53.8 14.7 31.6 0.01 (0.03) <0.001 98.3 1.6 0.0 0.0 2.2 (5.0) <0.001 <0.001 <0.001 8566 10.4 (6.3) 44.3 (13.3) 91.5 49.5 13.9 36.6 0.03 (0.04) 95.8 4.0 0.2 0.0 8.2 (11.5) 50,640 11.5 (6.5) <0.001 44.3 (13.3) 94.1 0.907 <0.001 60.0 11.6 28.5 0.02 (0.04) <0.001 97.1 2.8 0.1 0.0 3.2 (6.1) <0.001 <0.001 <0.001 12,251 10.3 (6.3) 69.9 44.9 (13.3) 93.9 47.1 15 37.9 0.03 (0.04) 96.2 3.7 0.1 0.0 7.8 (11.2) 72,572 11.5 (6.5) <0.001 69.8 44.9 (13.3) 91.2 0.752 0.727 <0.001 58.1 12.5 29.4 0.02 (0.04) <0.001 97.4 2.5 0.1 0.0 2.9 (5.9) <0.001 <0.001 <0.001 1Q – least deprived 13.7 13.7 14.6 14.6 14.4 14.4 2Q 3Q 4Q 5Q – most deprived Missing data 18.5 17.6 20.2 20.6 9.3 18.4 17.6 20.3 20.6 9.4 1.000 18.5 17.9 18.8 20.3 9.8 18.5 17.9 18.8 20.3 9.9 1.000 18.5 17.8 19.2 20.4 9.7 18.5 17.8 19.2 20.4 9.7 1.000" + }, + { + "element_id": "d9f1985b-d5b5-462d-b7db-7c3554eb3d03", + "metadata": { + "coordinates": { + "layout_height": 2205, + "layout_width": 1654, + "points": [ + [79.6, 1334.5], + [79.6, 1417.9], + [1518.8, 1417.9], + [1518.8, 1334.5] + ], + "system": "PixelSpace" + }, + "detection_class_prob": 0.90525, + "filetype": "PPM", + "languages": ["eng"], + "page_number": 1 + }, + "text": "Individuals were classified as fit, if the eFI score was below 0.12; mildly frail, if the score was between 0.12 and 0.24; moderately frail, if the score was between 0.24 and 0.36; severely frail, if the score was 0.36 and above. Differences between groups were assessed employing Chi-square test, Student’s t-test and the Kruskal–Wallis test, as appropriate.", + "type": "NarrativeText", + "compositeId": "499fc9c7-95f4-412c-87e2-10fa1a2e950e" + }, + { + "element_id": "849f1a9b-baaa-42dc-a1b8-92628c64726b", + "metadata": { + "coordinates": { + "layout_height": 2205, + "layout_width": 1654, + "points": [ + [309.2, 1487.1], + [309.2, 1618.6], + [915.5, 1618.6], + [915.5, 1487.1] + ], + "system": "PixelSpace" + }, + "detection_class_prob": 0.94299, + "filetype": "PPM", + "languages": ["eng"], + "page_number": 1 + }, + "text": "was even lower in men (PR = 0.27, 95% CI = 0.18, 0.39) than in women (PR = 0.38, 95% CI = 0.30, 0.49; Figure 1), but the difference was not statistically sig- nificant (p = 0.097).", + "type": "NarrativeText", + "compositeId": "499fc9c7-95f4-412c-87e2-10fa1a2e950e" + }, + { + "element_id": "a32d209f-a092-42c3-b6a5-3816df43bfdb", + "metadata": { + "coordinates": { + "layout_height": 2205, + "layout_width": 1654, + "points": [ + [310.4, 1659.6], + [310.4, 1858.1], + [915.5, 1858.1], + [915.5, 1659.6] + ], + "system": "PixelSpace" + }, + "detection_class_prob": 0.94907, + "filetype": "PPM", + "languages": ["eng"], + "page_number": 1 + }, + "text": "Hyperlipidaemia. Treatment with lipid-lowering medications was lower in PwMS, as compared with matched controls (PR = 0.63, 95% CI = 0.54, 0.74). This was particularly pronounced for men (women: PR = 0.71, 95% CI = 0.59, 0.87; men: PR = 0.41, 95% CI = 0.37, 0.62).", + "type": "NarrativeText", + "compositeId": "875d46a9-6106-40d2-b891-b803d0bb87ac" + }, + { + "element_id": "7a0f58ed-97e3-4822-a8f2-1e39d48321fa", + "metadata": { + "coordinates": { + "layout_height": 2205, + "layout_width": 1654, + "points": [ + [311.8, 1930.6], + [311.8, 1964.6], + [690.9, 1964.6], + [690.9, 1930.6] + ], + "system": "PixelSpace" + }, + "detection_class_prob": 0.628, + "filetype": "PPM", + "languages": ["eng"], + "page_number": 1 + }, + "text": "Differences in risk factor severity", + "type": "NarrativeText", + "compositeId": "875d46a9-6106-40d2-b891-b803d0bb87ac" + }, + { + "element_id": "3b4b747e-3609-4697-adbe-e66431aad148", + "metadata": { + "coordinates": { + "layout_height": 2205, + "layout_width": 1654, + "points": [ + [304.5, 1973.3], + [304.5, 2040.1], + [915.5, 2040.1], + [915.5, 1973.3] + ], + "system": "PixelSpace" + }, + "detection_class_prob": 0.90552, + "filetype": "PPM", + "languages": ["eng"], + "page_number": 1 + }, + "text": "As compared with matched controls, after adjustment, PwMS had a 0.4-mm Hg lower systolic blood", + "type": "NarrativeText", + "compositeId": "875d46a9-6106-40d2-b891-b803d0bb87ac" + }, + { + "element_id": "47d380de-794f-4205-a182-43bdb12d2578", + "metadata": { + "coordinates": { + "layout_height": 2205, + "layout_width": 1654, + "points": [ + [941.5, 1483.4], + [941.5, 1913.8], + [1542.4, 1913.8], + [1542.4, 1483.4] + ], + "system": "PixelSpace" + }, + "detection_class_prob": 0.9414, + "filetype": "PPM", + "languages": ["eng"], + "page_number": 1 + }, + "text": "pressure at the index year. The magnitude was greater for men than women, considering that men had almost a 3-mm Hg lower blood pressure than matched con- trols (overall: coeff. = −0.37, 95% CI = −0.60, −0.13; women: −0.54, 95% CI = −0.96, −0.12; men: −2.81, 95% CI = −3.84, −1.77). 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MaleFemaleOverallp-value
MS subjectsControl \nsubjectsp-value MS subjects Control \nsubjectsp-valueMS \nsubjectsControl \nsubjects
N368521,931856650,64012,25172,572
Follow-up time (years)9.9 (6.1)11.4(6.5)<0.00110.4 (6.3)11.5(6.5)<0.00110.3(6.3)11.5(6.5)<0.001
Female (%)69.969.80.752
Age (years)46.3 (13.3)46.3(13.3)0.85244.3(13.3)44.3(13.3)0.90744.9(13.3)44.9(13.3)0.727
Ethnicity — white (%)92393.50.01391594.1<0.00193.991.2<0.00
Smoking status (%)
Non-smoker41553.849.560.047.158.1
Ex-smoker17.514.7<0.00113.911.6<0.0011512.5<0.00
Current smoker41.131.636.628.5379
eFI ratio0.02 (0.04)0.01 (0.03)<0.0010.03 (0.04)0.02 (0.04)<0.0010.03 (0.04)0.02 (0.04)<0.00
Fit97.298.395.897.196.297.4
Mid frailty2.81.64.02.83.72.5
Moderate frailty0.00.0<0.0010.20.1<0.0010.10.1<0.00
Severe frailty0.00.00.00.00.00.0
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Index of multiple deprivation (IMD; %)
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2Q18.518.418.518.518.518.5
3Q17.617.617.917.917.817.8
4Q20.22031.00018.818.81.00019.219.21.000
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Differences between groups were assessed employing Chi-square test, Student’s t-test and the Kruskal–Wallis test, as appropriate.\n\nwas even lower in men (PR = 0.27, 95% CI = 0.18, 0.39) than in women (PR = 0.38, 95% CI = 0.30, 0.49; Figure 1), but the difference was not statistically sig- nificant (p = 0.097).", + "metadata": { + "filetype": "application/pdf", + "languages": ["eng"], + "page_number": 1, + "orig_elements": "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", + "filename": "table-parse.pdf" + } + }, + { + "type": "CompositeElement", + "element_id": "875d46a9-6106-40d2-b891-b803d0bb87ac", + "text": "Hyperlipidaemia. Treatment with lipid-lowering medications was lower in PwMS, as compared with matched controls (PR = 0.63, 95% CI = 0.54, 0.74). This was particularly pronounced for men (women: PR = 0.71, 95% CI = 0.59, 0.87; men: PR = 0.41, 95% CI = 0.37, 0.62).\n\nDifferences in risk factor severity\n\nAs compared with matched controls, after adjustment, PwMS had a 0.4-mm Hg lower systolic blood", + "metadata": { + "filetype": "application/pdf", + "languages": ["eng"], + "page_number": 1, + "orig_elements": "eJy1VE1r3DAQ/SvCUEhgbWRL/lBKD6U9pIeUpcltCcvYGq/V2paxtdksof+9I++mdNvQ0pCcjN7MG+vNvNHqIcAWO+zd2ujgggUgEp1wVYfAVRLKpBJhmUEaiiLOdC1FWesyWLCgQwcaHBDnIaisHbXpweE0n1vY261bN2g2jSMkSXhKnCO8M9o1hMZZKgkdrOmd561WIuYRQRRQUXa7YD+BIi2i2AMqTqP0KeBAISSY9pPDzmtZmntsrweoMPhOAY0OK2dsv65amKb1MNqS0nikpOI5JdSmRbcfcOYur4L5yv1mC5tZ1yrAfhP4XwyErPttV+LodfjiDu+90uCS+GNrBqMBOwMRuxkRnG8w2xnXsDkUtnaHo+k3rENtKvCXmtgOJjYHmOnZcnd1vWCEVLYbYER9oHfgqoYOle3daNuJnS2/sHekIRMLptI37MOn+eg7y6NcntMFGnOoTWWcqbYtjO2ekfjebvuKatV2pHv07Gxn6XPBjhXz+LSi8hWL/C37NUmeJoncJ2XJeeSb99jLzzCOpPEOb3yTqFu/my4HXqcF6lDlKEJZJEkIRZ2EMQqlZSGSuIZXNF0cFeQgJfij6Y5AJg9ApsgjTwIz5Xmmy5LihSz30dQ1jkiznLxzRjN9YzVUjsY64R35zO3/axqilGUucwxFxlUoM5WHoEsMMcukiAF0LIvXmwaX8z6rXERinsYBSLjkJxv/B3CkPPMJ4GmavNA83v9raWmva0drDvrrdprfhsW876wBzcBvVdh17HJzfA28GtuaipWttfovo7z9ATguvV4=", + "filename": "table-parse.pdf" + } + }, + { + "type": "CompositeElement", + "element_id": "2990794c-e50d-4ed2-b3b3-b76a2fc76693", + "text": "pressure at the index year. The magnitude was greater for men than women, considering that men had almost a 3-mm Hg lower blood pressure than matched con- trols (overall: coeff. = −0.37, 95% CI = −0.60, −0.13; women: −0.54, 95% CI = −0.96, −0.12; men: −2.81, 95% CI = −3.84, −1.77). The differences were greater when restricting analyses to only those with a diagno- sis of hypertension at baseline, as PwMS had a 3.3- mm Hg lower systolic blood pressure then matched controls (coeff. = −3.27, 95% CI = −5.04, −1.50); dif- ferences were confirmed in women but not in men (women: coeff. = −2.56, 95% CI = −3.84, −1.27; men: −0.27, 95% CI = 0.01, −2.56).", + "metadata": { + "filetype": "application/pdf", + "languages": ["eng"], + "page_number": 1, + "orig_elements": "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", + "filename": "table-parse.pdf" + } + }, + { + "type": "CompositeElement", + "element_id": "9e6198b1-08c2-4e33-91af-8a3361e02925", + "text": "In contrast, PwMS had higher levels of diastolic blood pressure at baseline, as compared with matched controls (coeff. = 0.29, 95% CI = 0.14, 0.43). However,\n\n674\n\njournals.sagepub.com/home/msj", + "metadata": { + "filetype": "application/pdf", + "languages": ["eng"], + "page_number": 1, + "orig_elements": "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", + "filename": "table-parse.pdf" + } + } +] diff --git a/src/libs/unstructured/__tests__/fixtures/table-parse/auto-partition-raw.json b/src/libs/unstructured/__tests__/fixtures/table-parse/auto-partition-raw.json new file mode 100644 index 000000000000..5cedfd41fd95 --- /dev/null +++ b/src/libs/unstructured/__tests__/fixtures/table-parse/auto-partition-raw.json @@ -0,0 +1,276 @@ +[ + { + "type": "Header", + "element_id": "1b4d9f8d-b2ab-47cb-861b-078def265ad4", + "text": "Multiple Sclerosis Journal 29(6)", + "metadata": { + "coordinates": { + "points": [ + [68.1502456665039, 92.5256576538086], + [68.1502456665039, 125.85709381103516], + [456.638916015625, 125.85709381103516], + [456.638916015625, 92.5256576538086] + ], + "system": "PixelSpace", + "layout_width": 1654, + "layout_height": 2205 + }, + "filetype": "application/pdf", + "languages": ["eng"], + "page_number": 1, + "filename": "table-parse-case.pdf" + } + }, + { + "type": "NarrativeText", + "element_id": "10278547-1ddf-4211-8c0c-f8256b28cc4a", + "text": "Table 1. 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MaleFemaleOverallp-value
MS subjectsControl \nsubjectsp-value MS subjects Control \nsubjectsp-valueMS \nsubjectsControl \nsubjects
N368521,931856650,64012,25172,572
Follow-up time (years)9.9 (6.1)11.4(6.5)<0.00110.4 (6.3)11.5(6.5)<0.00110.3(6.3)11.5(6.5)<0.001
Female (%)69.969.80.752
Age (years)46.3 (13.3)46.3(13.3)0.85244.3(13.3)44.3(13.3)0.90744.9(13.3)44.9(13.3)0.727
Ethnicity — white (%)92393.50.01391594.1<0.00193.991.2<0.00
Smoking status (%)
Non-smoker41553.849.560.047.158.1
Ex-smoker17.514.7<0.00113.911.6<0.0011512.5<0.00
Current smoker41.131.636.628.5379294
eFI ratio0.02 (0.04)0.01 (0.03)<0.0010.03 (0.04)0.02 (0.04)<0.0010.03 (0.04)0.02 (0.04)<0.00
Fit97.298.395.897.196.297.4
Mid frailty2.81.64.02.83.72.5
Moderate frailty0.00.0<0.0010.20.1<0.0010.10.1<0.00
Severe frailty0.00.00.00.00.00.0
Number of primary care visits in previous year6.9 (10.3)22(5.0)<0.00182(11.5)32(6.1)<0.00178(112)29(5.9)<0.00
Index of multiple deprivation (IMD; %)
1Q — least deprived13.713.714.614.6144144
2Q18.518.418.518.518.518.5
3Q17.617.617.917.917.817.8
4Q20.22031.00018.818.81.00019.219.21.000
5Q — most deprived20.620.620.320.3204204
Missing data9.39.49.89.99.79.7
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Treatment with lipid-lowering medications was lower in PwMS, as compared with matched controls (PR = 0.63, 95% CI = 0.54, 0.74). This was particularly pronounced for men (women: PR = 0.71, 95% CI = 0.59, 0.87; men: PR = 0.41, 95% CI = 0.37, 0.62).", + "metadata": { + "coordinates": { + "points": [ + [310.3989562988281, 1659.569580078125], + [310.3989562988281, 1858.0975341796875], + [915.5438888888887, 1858.0975341796875], + [915.5438888888887, 1659.569580078125] + ], + "system": "PixelSpace", + "layout_width": 1654, + "layout_height": 2205 + }, + "filetype": "application/pdf", + "languages": ["eng"], + "page_number": 1, + "parent_id": "1b4d9f8d-b2ab-47cb-861b-078def265ad4", + "filename": "table-parse-case.pdf" + } + }, + { + "type": "NarrativeText", + "element_id": "43379e74-c084-4943-b491-8b5ef9fb94a1", + "text": "Differences in risk factor severity", + "metadata": { + "coordinates": { + "points": [ + [311.79931640625, 1930.5511474609375], + [311.79931640625, 1964.60888671875], + [690.9146118164062, 1964.60888671875], + [690.9146118164062, 1930.5511474609375] + ], + "system": "PixelSpace", + "layout_width": 1654, + "layout_height": 2205 + }, + "filetype": "application/pdf", + "languages": ["eng"], + "page_number": 1, + "parent_id": "1b4d9f8d-b2ab-47cb-861b-078def265ad4", + "filename": "table-parse-case.pdf" + } + }, + { + "type": "NarrativeText", + "element_id": "99d2471c-9527-4712-809b-d13f5781b1ac", + "text": "As compared with matched controls, after adjustment, PwMS had a 0.4-mm Hg lower systolic blood", + "metadata": { + "coordinates": { + "points": [ + [304.48089599609375, 1973.27734375], + [304.48089599609375, 2040.0789794921875], + [915.4605555555554, 2040.0789794921875], + [915.4605555555554, 1973.27734375] + ], + "system": "PixelSpace", + "layout_width": 1654, + "layout_height": 2205 + }, + "filetype": "application/pdf", + "languages": ["eng"], + "page_number": 1, + "parent_id": "1b4d9f8d-b2ab-47cb-861b-078def265ad4", + "filename": "table-parse-case.pdf" + } + }, + { + "type": "NarrativeText", + "element_id": "bef2fae2-6dc2-43dc-a6d5-ab2b9fa67094", + "text": "pressure at the index year. The magnitude was greater for men than women, considering that men had almost a 3-mm Hg lower blood pressure than matched con- trols (overall: coeff. = −0.37, 95% CI = −0.60, −0.13; women: −0.54, 95% CI = −0.96, −0.12; men: −2.81, 95% CI = −3.84, −1.77). The differences were greater when restricting analyses to only those with a diagno- sis of hypertension at baseline, as PwMS had a 3.3- mm Hg lower systolic blood pressure then matched controls (coeff. = −3.27, 95% CI = −5.04, −1.50); dif- ferences were confirmed in women but not in men (women: coeff. = −2.56, 95% CI = −3.84, −1.27; men: −0.27, 95% CI = 0.01, −2.56).", + "metadata": { + "coordinates": { + "points": [ + [941.5365600585938, 1483.3629150390625], + [941.5365600585938, 1913.772216796875], + [1542.4469444444444, 1913.772216796875], + [1542.4469444444444, 1483.3629150390625] + ], + "system": "PixelSpace", + "layout_width": 1654, + "layout_height": 2205 + }, + "filetype": "application/pdf", + "languages": ["eng"], + "page_number": 1, + "parent_id": "1b4d9f8d-b2ab-47cb-861b-078def265ad4", + "filename": "table-parse-case.pdf" + } + }, + { + "type": "NarrativeText", + "element_id": "a8295c74-bb0e-46f8-b831-d1b94f8fbb70", + "text": "In contrast, PwMS had higher levels of diastolic blood pressure at baseline, as compared with matched controls (coeff. = 0.29, 95% CI = 0.14, 0.43). 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+ "filename": "table-parse.pdf", + "filetype": "application/pdf" + } + }, + { + "type": "CompositeElement", + "element_id": "678516f2-fbf5-4ee3-9022-d84e79c6b764", + "text": "9.7\n\n1.000\n\nIndividuals were classified as fit, if the eFI score was below 0.12; mildly frail, if the score was between 0.12 and 0.24; moderately frail, if the score was between 0.24 and 0.36; severely frail, if the score was 0.36 and above. Differences between groups were assessed employing Chi-square test, Student’s t-test and the Kruskal–Wallis test, as appropriate.", + "metadata": { + "languages": ["eng"], + "page_number": 1, + "orig_elements": "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", + "filename": "table-parse.pdf", + "filetype": "application/pdf" + } + }, + { + "type": "CompositeElement", + "element_id": "b030baad-7f2d-4bff-919e-c2e5e86a55e4", + "text": "was even lower in men (PR = 0.27, 95% CI = 0.18, 0.39) than in women (PR = 0.38, 95% CI = 0.30, 0.49; Figure 1), but the difference was not statistically sig- nificant (p = 0.097).\n\nHyperlipidaemia. Treatment with lipid-lowering medications was lower in PwMS, as compared with matched controls (PR = 0.63, 95% CI = 0.54, 0.74). This was particularly pronounced for men (women: PR = 0.71, 95% CI = 0.59, 0.87; men: PR = 0.41, 95% CI = 0.37, 0.62).\n\nDifferences in risk factor severity", + "metadata": { + "languages": ["eng"], + "page_number": 1, + "orig_elements": "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", + "filename": "table-parse.pdf", + "filetype": "application/pdf" + } + }, + { + "type": "CompositeElement", + "element_id": "6d8e9e3e-670c-43e4-8607-3760ba9457dc", + "text": "As compared with matched controls, after adjustment, PwMS had a 0.4-mm Hg lower systolic blood", + "metadata": { + "languages": ["eng"], + "page_number": 1, + "orig_elements": "eJxtUD1vgzAQ/Ssnz4AwECjdunVpFSndUBRd8AVc2RjBURJF+e+1adWp4/vSe3fNXZAhSwOftBLPIPJM1W2a1nF+oSouLnURY0UqLlJZlbvinGblk4hAWGJUyOgzd9E6Nyk9INO8YYM3t/CpJ9317JmqzpMqlT72q6xace+FXb1Lsqr0wuj0wCHdNFLmSRFBJWUijxH84Tz/wXlWJ+U/ePN7Qsy3mcmGa/b6SuYwYkvisbUP3YLdtrIRNHQi2EfPnIbFnmnyvAxGpmvYLV5maJ0dcSIFq+YeLHLbe9C6gSdn5gjwwjQBqs9l5vDHCPbr2wF6VICQJkVsLbx2YNzqbWGZM7qFs3FOhT/ybaTQ9I7ThKy/6CNUP47fBdN7tA==", + "filename": "table-parse.pdf", + "filetype": "application/pdf" + } + }, + { + "type": "CompositeElement", + "element_id": "b160fe7e-942a-4e1d-800d-40ffd331f8cf", + "text": "pressure at the index year. The magnitude was greater for men than women, considering that men had almost a 3-mm Hg lower blood pressure than matched con- trols (overall: coeff. = −0.37, 95% CI = −0.60, −0.13; women: −0.54, 95% CI = −0.96, −0.12; men: −2.81, 95% CI = −3.84, −1.77). The differences were greater when restricting analyses to only those with a diagno- sis of hypertension at baseline, as PwMS had a 3.3- mm Hg lower systolic blood pressure then matched controls (coeff. = −3.27, 95% CI", + "metadata": { + "languages": ["eng"], + "page_number": 1, + "orig_elements": "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", + "filename": "table-parse.pdf", + "filetype": "application/pdf" + } + }, + { + "type": "CompositeElement", + "element_id": "234796ba-d3ad-4dd0-81ce-46e2ad6f4f19", + "text": "= −5.04, −1.50); dif- ferences were confirmed in women but not in men (women: coeff. = −2.56, 95% CI = −3.84, −1.27; men: −0.27, 95% CI = 0.01, −2.56).", + "metadata": { + "languages": ["eng"], + "page_number": 1, + "orig_elements": "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", + "is_continuation": true, + "filename": "table-parse.pdf", + "filetype": "application/pdf" + } + }, + { + "type": "CompositeElement", + "element_id": "10c5db22-3f4f-46a9-b058-10c8696e03f8", + "text": "In contrast, PwMS had higher levels of diastolic blood pressure at baseline, as compared with matched controls (coeff. = 0.29, 95% CI = 0.14, 0.43). 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Treatment with lipid-lowering medications was lower in PwMS, as compared with matched controls (PR = 0.63, 95% CI = 0.54, 0.74). This was particularly pronounced for men (women: PR = 0.71, 95% CI = 0.59, 0.87; men: PR = 0.41, 95% CI = 0.37, 0.62).", + "type": "NarrativeText", + "compositeId": "b030baad-7f2d-4bff-919e-c2e5e86a55e4" + }, + { + "element_id": "3b24fd3c-ff55-47b2-9d17-b0b14ce1ae48", + "metadata": { + "coordinates": { + "layout_height": 793.701, + "layout_width": 595.276, + "points": [ + [113.4, 696.1], + [113.4, 706.1], + [246.9, 706.1], + [246.9, 696.1] + ], + "system": "PixelSpace" + }, + "languages": ["eng"], + "page_number": 1 + }, + "text": "Differences in risk factor severity", + "type": "Title", + "compositeId": "b030baad-7f2d-4bff-919e-c2e5e86a55e4" + }, + { + "element_id": "32d9c009-3fe7-4f94-a7ed-4017654b0268", + "metadata": { + "coordinates": { + "layout_height": 793.701, + "layout_width": 595.276, + "points": [ + [113.4, 711.1], + [113.4, 733.1], + [329.6, 733.1], + [329.6, 711.1] + ], + "system": "PixelSpace" + }, + "languages": ["eng"], + "page_number": 1 + }, + "text": "As compared with matched controls, after adjustment, PwMS had a 0.4-mm Hg lower systolic blood", + "type": "NarrativeText", + "compositeId": "6d8e9e3e-670c-43e4-8607-3760ba9457dc" + }, + { + "element_id": "c79c1130-0c78-41e3-b3ed-bf66ba962dda", + "metadata": { + "coordinates": { + "layout_height": 793.701, + "layout_width": 595.276, + "points": [ + [339.1, 534.1], + [339.1, 688.1], + [555.3, 688.1], + [555.3, 534.1] + ], + "system": "PixelSpace" + }, + "languages": ["eng"], + "page_number": 1 + }, + "text": "pressure at the index year. The magnitude was greater for men than women, considering that men had almost a 3-mm Hg lower blood pressure than matched con- trols (overall: coeff. = −0.37, 95% CI = −0.60, −0.13; women: −0.54, 95% CI = −0.96, −0.12; men: −2.81, 95% CI = −3.84, −1.77). The differences were greater when restricting analyses to only those with a diagno- sis of hypertension at baseline, as PwMS had a 3.3- mm Hg lower systolic blood pressure then matched controls (coeff. = −3.27, 95% CI = −5.04, −1.50); dif- ferences were confirmed in women but not in men (women: coeff. = −2.56, 95% CI = −3.84, −1.27; men: −0.27, 95% CI = 0.01, −2.56).", + "type": "NarrativeText", + "compositeId": "b160fe7e-942a-4e1d-800d-40ffd331f8cf" + }, + { + "element_id": "c79c1130-0c78-41e3-b3ed-bf66ba962dda", + "metadata": { + "coordinates": { + "layout_height": 793.701, + "layout_width": 595.276, + "points": [ + [339.1, 534.1], + [339.1, 688.1], + [555.3, 688.1], + [555.3, 534.1] + ], + "system": "PixelSpace" + }, + "languages": ["eng"], + "page_number": 1 + }, + "text": "pressure at the index year. The magnitude was greater for men than women, considering that men had almost a 3-mm Hg lower blood pressure than matched con- trols (overall: coeff. = −0.37, 95% CI = −0.60, −0.13; women: −0.54, 95% CI = −0.96, −0.12; men: −2.81, 95% CI = −3.84, −1.77). The differences were greater when restricting analyses to only those with a diagno- sis of hypertension at baseline, as PwMS had a 3.3- mm Hg lower systolic blood pressure then matched controls (coeff. = −3.27, 95% CI = −5.04, −1.50); dif- ferences were confirmed in women but not in men (women: coeff. = −2.56, 95% CI = −3.84, −1.27; men: −0.27, 95% CI = 0.01, −2.56).", + "type": "NarrativeText", + "compositeId": "234796ba-d3ad-4dd0-81ce-46e2ad6f4f19" + }, + { + "element_id": "1f25baf4-aecd-4be9-8275-47b377465f7f", + "metadata": { + "coordinates": { + "layout_height": 793.701, + "layout_width": 595.276, + "points": [ + [339.1, 699.1], + [339.1, 733.1], + [555.3, 733.1], + [555.3, 699.1] + ], + "system": "PixelSpace" + }, + "languages": ["eng"], + "page_number": 1 + }, + "text": "In contrast, PwMS had higher levels of diastolic blood pressure at baseline, as compared with matched controls (coeff. = 0.29, 95% CI = 0.14, 0.43). 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+ "filename": "table-parse.pdf", + "filetype": "application/pdf" + } + }, + { + "type": "CompositeElement", + "element_id": "678516f2-fbf5-4ee3-9022-d84e79c6b764", + "text": "9.7\n\n1.000\n\nIndividuals were classified as fit, if the eFI score was below 0.12; mildly frail, if the score was between 0.12 and 0.24; moderately frail, if the score was between 0.24 and 0.36; severely frail, if the score was 0.36 and above. Differences between groups were assessed employing Chi-square test, Student’s t-test and the Kruskal–Wallis test, as appropriate.", + "metadata": { + "languages": ["eng"], + "page_number": 1, + "orig_elements": "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", + "filename": "table-parse.pdf", + "filetype": "application/pdf" + } + }, + { + "type": "CompositeElement", + "element_id": "b030baad-7f2d-4bff-919e-c2e5e86a55e4", + "text": "was even lower in men (PR = 0.27, 95% CI = 0.18, 0.39) than in women (PR = 0.38, 95% CI = 0.30, 0.49; Figure 1), but the difference was not statistically sig- nificant (p = 0.097).\n\nHyperlipidaemia. Treatment with lipid-lowering medications was lower in PwMS, as compared with matched controls (PR = 0.63, 95% CI = 0.54, 0.74). This was particularly pronounced for men (women: PR = 0.71, 95% CI = 0.59, 0.87; men: PR = 0.41, 95% CI = 0.37, 0.62).\n\nDifferences in risk factor severity", + "metadata": { + "languages": ["eng"], + "page_number": 1, + "orig_elements": "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", + "filename": "table-parse.pdf", + "filetype": "application/pdf" + } + }, + { + "type": "CompositeElement", + "element_id": "6d8e9e3e-670c-43e4-8607-3760ba9457dc", + "text": "As compared with matched controls, after adjustment, PwMS had a 0.4-mm Hg lower systolic blood", + "metadata": { + "languages": ["eng"], + "page_number": 1, + "orig_elements": "eJxtUD1vgzAQ/Ssnz4AwECjdunVpFSndUBRd8AVc2RjBURJF+e+1adWp4/vSe3fNXZAhSwOftBLPIPJM1W2a1nF+oSouLnURY0UqLlJZlbvinGblk4hAWGJUyOgzd9E6Nyk9INO8YYM3t/CpJ9317JmqzpMqlT72q6xace+FXb1Lsqr0wuj0wCHdNFLmSRFBJWUijxH84Tz/wXlWJ+U/ePN7Qsy3mcmGa/b6SuYwYkvisbUP3YLdtrIRNHQi2EfPnIbFnmnyvAxGpmvYLV5maJ0dcSIFq+YeLHLbe9C6gSdn5gjwwjQBqs9l5vDHCPbr2wF6VICQJkVsLbx2YNzqbWGZM7qFs3FOhT/ybaTQ9I7ThKy/6CNUP47fBdN7tA==", + "filename": "table-parse.pdf", + "filetype": "application/pdf" + } + }, + { + "type": "CompositeElement", + "element_id": "b160fe7e-942a-4e1d-800d-40ffd331f8cf", + "text": "pressure at the index year. The magnitude was greater for men than women, considering that men had almost a 3-mm Hg lower blood pressure than matched con- trols (overall: coeff. = −0.37, 95% CI = −0.60, −0.13; women: −0.54, 95% CI = −0.96, −0.12; men: −2.81, 95% CI = −3.84, −1.77). 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However,\n\n674\n\njournals.sagepub.com/home/msj", + "metadata": { + "languages": ["eng"], + "page_number": 1, + "orig_elements": "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", + "filename": "table-parse.pdf", + "filetype": "application/pdf" + } + } +] diff --git a/src/libs/unstructured/__tests__/fixtures/table-parse/fast-partition-raw.json b/src/libs/unstructured/__tests__/fixtures/table-parse/fast-partition-raw.json new file mode 100644 index 000000000000..52794b070752 --- /dev/null +++ b/src/libs/unstructured/__tests__/fixtures/table-parse/fast-partition-raw.json @@ -0,0 +1,1892 @@ +[ + { + "type": "Header", + "element_id": "2d874eae-2423-412a-88ab-72a5544d3304", + "text": "Multiple Sclerosis Journal 29(6)", + "metadata": { + "coordinates": { + "points": [ + [25.5118, 34.488000000000056], + [25.5118, 44.988000000000056], + [162.2953, 44.988000000000056], + [162.2953, 34.488000000000056] + ], + "system": "PixelSpace", + "layout_width": 595.276, + "layout_height": 793.701 + }, + "languages": ["eng"], + "page_number": 1, + "filename": "table-parse-case.pdf", + "filetype": "application/pdf" + } + }, + { + "type": "Title", + "element_id": "ada3c137-e27e-4974-b9fe-155e2f62823d", + "text": "Table 1. 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Differences between groups were assessed employing Chi-square test, Student’s t-test and the Kruskal–Wallis test, as appropriate.", + "metadata": { + "coordinates": { + "points": [ + [28.6771, 481.99660000000006], + [28.6771, 508.9886], + [545.2371000000002, 508.9886], + [545.2371000000002, 481.99660000000006] + ], + "system": "PixelSpace", + "layout_width": 595.276, + "layout_height": 793.701 + }, + "languages": ["eng"], + "page_number": 1, + "parent_id": "ace2f728-e6ea-4bac-9f2d-e773781698cf", + "filename": "table-parse-case.pdf", + "filetype": "application/pdf" + } + }, + { + "type": "NarrativeText", + "element_id": "081dc727-e8ed-470a-a5ce-fc80852facaf", + "text": "was even lower in men (PR = 0.27, 95% CI = 0.18, 0.39) than in women (PR = 0.38, 95% CI = 0.30, 0.49; Figure 1), but the difference was not statistically sig- nificant (p = 0.097).", + "metadata": { + "coordinates": { + "points": [ + [113.3858, 536.0932], + [113.3858, 582.0932], + [329.5758, 582.0932], + [329.5758, 536.0932] + ], + "system": "PixelSpace", + "layout_width": 595.276, + "layout_height": 793.701 + }, + "languages": ["eng"], + "page_number": 1, + "parent_id": "ace2f728-e6ea-4bac-9f2d-e773781698cf", + "filename": "table-parse-case.pdf", + "filetype": "application/pdf" + } + }, + { + "type": "NarrativeText", + "element_id": "977cd147-5eb8-45e1-a5db-1ea003e733c9", + "text": "Hyperlipidaemia. Treatment with lipid-lowering medications was lower in PwMS, as compared with matched controls (PR = 0.63, 95% CI = 0.54, 0.74). This was particularly pronounced for men (women: PR = 0.71, 95% CI = 0.59, 0.87; men: PR = 0.41, 95% CI = 0.37, 0.62).", + "metadata": { + "coordinates": { + "points": [ + [113.3758, 598.0932], + [113.3758, 668.0932], + [329.59579999999994, 668.0932], + [329.59579999999994, 598.0932] + ], + "system": "PixelSpace", + "layout_width": 595.276, + "layout_height": 793.701 + }, + "languages": ["eng"], + "page_number": 1, + "parent_id": "ace2f728-e6ea-4bac-9f2d-e773781698cf", + "filename": "table-parse-case.pdf", + "filetype": "application/pdf" + } + }, + { + "type": "Title", + "element_id": "d60a7775-c7fd-4f3a-96d6-9a5a6015b9fb", + "text": "Differences in risk factor severity", + "metadata": { + "coordinates": { + "points": [ + [113.3758, 696.0932], + [113.3758, 706.0932], + [246.87580000000003, 706.0932], + [246.87580000000003, 696.0932] + ], + "system": "PixelSpace", + "layout_width": 595.276, + "layout_height": 793.701 + }, + "languages": ["eng"], + "page_number": 1, + "parent_id": "2d874eae-2423-412a-88ab-72a5544d3304", + "filename": "table-parse-case.pdf", + "filetype": "application/pdf" + } + }, + { + "type": "NarrativeText", + "element_id": "526253e5-0f1a-4ce8-b071-2393291fc1f4", + "text": "As compared with matched controls, after adjustment, PwMS had a 0.4-mm Hg lower systolic blood", + "metadata": { + "coordinates": { + "points": [ + [113.3758, 711.0932], + [113.3758, 733.0932], + [329.56579999999997, 733.0932], + [329.56579999999997, 711.0932] + ], + "system": "PixelSpace", + "layout_width": 595.276, + "layout_height": 793.701 + }, + "languages": ["eng"], + "page_number": 1, + "parent_id": "d60a7775-c7fd-4f3a-96d6-9a5a6015b9fb", + "filename": "table-parse-case.pdf", + "filetype": "application/pdf" + } + }, + { + "type": "NarrativeText", + "element_id": "b7b63269-4a65-456b-bf50-e819c9bfcc05", + "text": "pressure at the index year. The magnitude was greater for men than women, considering that men had almost a 3-mm Hg lower blood pressure than matched con- trols (overall: coeff. = −0.37, 95% CI = −0.60, −0.13; women: −0.54, 95% CI = −0.96, −0.12; men: −2.81, 95% CI = −3.84, −1.77). The differences were greater when restricting analyses to only those with a diagno- sis of hypertension at baseline, as PwMS had a 3.3- mm Hg lower systolic blood pressure then matched controls (coeff. = −3.27, 95% CI = −5.04, −1.50); dif- ferences were confirmed in women but not in men (women: coeff. = −2.56, 95% CI = −3.84, −1.27; men: −0.27, 95% CI = 0.01, −2.56).", + "metadata": { + "coordinates": { + "points": [ + [339.0709, 534.1058], + [339.0709, 688.1058], + [555.2809, 688.1058], + [555.2809, 534.1058] + ], + "system": "PixelSpace", + "layout_width": 595.276, + "layout_height": 793.701 + }, + "languages": ["eng"], + "page_number": 1, + "parent_id": "d60a7775-c7fd-4f3a-96d6-9a5a6015b9fb", + "filename": "table-parse-case.pdf", + "filetype": "application/pdf" + } + }, + { + "type": "NarrativeText", + "element_id": "461b001c-8b4e-4e60-8cb3-7ebde3399728", + "text": "In contrast, PwMS had higher levels of diastolic blood pressure at baseline, as compared with matched controls (coeff. = 0.29, 95% CI = 0.14, 0.43). However,", + "metadata": { + "coordinates": { + "points": [ + [339.0709, 699.1058], + [339.0709, 733.1058], + [555.2609, 733.1058], + [555.2609, 699.1058] + ], + "system": "PixelSpace", + "layout_width": 595.276, + "layout_height": 793.701 + }, + "languages": ["eng"], + "page_number": 1, + "parent_id": "d60a7775-c7fd-4f3a-96d6-9a5a6015b9fb", + "filename": "table-parse-case.pdf", + "filetype": "application/pdf" + } + }, + { + "type": "Footer", + "element_id": "6d667678-bea2-4126-a4c3-34fa02e4b28d", + "text": "674", + "metadata": { + "coordinates": { + "points": [ + [25.5118, 755.2131], + [25.5118, 761.7131], + [36.8868, 761.7131], + [36.8868, 755.2131] + ], + "system": "PixelSpace", + "layout_width": 595.276, + "layout_height": 793.701 + }, + "languages": ["eng"], + "page_number": 1, + "filename": "table-parse-case.pdf", + "filetype": "application/pdf" + } + }, + { + "type": "Footer", + "element_id": "c9f07590-0155-4e99-bd77-e4292e329cab", + "text": "journals.sagepub.com/home/msj", + "metadata": { + "coordinates": { + "points": [ + [468.6233, 755.2131], + [468.6233, 761.7131], + [552.7592999999999, 761.7131], + [552.7592999999999, 755.2131] + ], + "system": "PixelSpace", + "layout_width": 595.276, + "layout_height": 793.701 + }, + "languages": ["eng"], + "links": [ + { + "text": "journals . sagepub . com / home /", + "url": "https://journals.sagepub.com/home/msj", + "start_index": 0 + } + ], + "page_number": 1, + "filename": "table-parse-case.pdf", + "filetype": "application/pdf" + } + } +] diff --git a/src/libs/unstructured/__tests__/index.test.ts b/src/libs/unstructured/__tests__/index.test.ts new file mode 100644 index 000000000000..a864126cb3ad --- /dev/null +++ b/src/libs/unstructured/__tests__/index.test.ts @@ -0,0 +1,165 @@ +// @vitest-environment node +import { UnstructuredClient } from 'unstructured-client'; +import { Strategy } from 'unstructured-client/sdk/models/shared'; +import { ChunkingStrategy } from 'unstructured-client/sdk/models/shared/partitionparameters'; +import { PartitionResponse } from 'unstructured-client/src/sdk/models/operations'; +import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'; + +import { Unstructured } from '../index'; +import AutoWithChunkingOutput from './fixtures/table-parse/auto-partition-basic-output.json'; +import AutoWithChunkingRaw from './fixtures/table-parse/auto-partition-basic-raw.json'; +import AutoWithoutChunking from './fixtures/table-parse/auto-partition-raw.json'; +import FastWithoutChunkingRaw from './fixtures/table-parse/fast-partition-raw.json'; + +// Mock the external dependencies +let UNSTRUCTURED_API_KEY = 'test-api-key'; + +vi.mock('@/config/knowledge', () => ({ + knowledgeEnv: { + get UNSTRUCTURED_API_KEY() { + return UNSTRUCTURED_API_KEY; + }, + + UNSTRUCTURED_SERVER_URL: 'http://test-server.com', + }, +})); + +let client: Unstructured; + +beforeEach(() => { + client = new Unstructured(); +}); + +afterEach(() => { + vi.clearAllMocks(); +}); + +const mockPartitionResponse = (elements: any[]) => + ({ + statusCode: 200, + elements, + rawResponse: new Response(), + contentType: 'application/json', + }) as PartitionResponse; + +describe('Unstructured', () => { + describe('init', () => { + it('should create an instance with API key from environment', () => { + expect(client).toBeInstanceOf(Unstructured); + }); + + it('should create an instance with provided API key', () => { + const customUnstructured = new Unstructured('custom-api-key'); + expect(customUnstructured).toBeInstanceOf(Unstructured); + }); + + it('should throw an error if no API key is provided or in environment', () => { + let defaultKey = UNSTRUCTURED_API_KEY; + UNSTRUCTURED_API_KEY = ''; + + expect(() => new Unstructured()).toThrow( + '"UNSTRUCTURED_API_KEY" variables are not set completely, please check your env', + ); + UNSTRUCTURED_API_KEY = defaultKey; + }); + }); + + describe('basic partition', () => { + it('should return empty arrays if partition response is not successful', async () => { + vi.spyOn(UnstructuredClient.prototype.general, 'partition').mockResolvedValue({ + statusCode: 400, + } as any); + + const result = await client.partition({ + fileContent: new Uint8Array(), + filename: 'test.txt', + }); + + expect(result.compositeElements).toEqual([]); + expect(result.originElements).toEqual([]); + }); + + it('should partition content successfully with default strategy', async () => { + vi.spyOn(UnstructuredClient.prototype.general, 'partition').mockResolvedValue( + mockPartitionResponse(AutoWithoutChunking), + ); + + const result = await client.partition({ + fileContent: new Uint8Array(), + filename: 'test.txt', + }); + + expect(result.compositeElements).toHaveLength(0); + expect(result.originElements).toHaveLength(12); + + expect(result.originElements[0].text).toBe('Multiple Sclerosis Journal 29(6)'); + expect(result.originElements[2].type).toBe('Table'); + }); + + it('should partition content successfully with fast strategy', async () => { + vi.spyOn(UnstructuredClient.prototype.general, 'partition').mockResolvedValue( + mockPartitionResponse(FastWithoutChunkingRaw), + ); + + const result = await client.partition({ + fileContent: new Uint8Array(), + filename: 'test.txt', + strategy: Strategy.Fast, + }); + + expect(result.compositeElements).toHaveLength(0); + expect(result.originElements).toHaveLength(82); + + expect(result.originElements[0].text).toBe('Multiple Sclerosis Journal 29(6)'); + expect(result.originElements.every((item) => item.text !== 'Table')).toBeTruthy(); + }); + }); + + describe('partition with chunk strategy', () => { + it('should use provided chunking strategy with Table', async () => { + vi.spyOn(UnstructuredClient.prototype.general, 'partition').mockResolvedValue( + mockPartitionResponse(AutoWithChunkingRaw), + ); + + const result = await client.partition({ + fileContent: new Uint8Array(), + filename: 'test.txt', + chunkingStrategy: ChunkingStrategy.Basic, + }); + + expect(result.compositeElements).toHaveLength(6); + expect(result.originElements).toHaveLength(12); + + expect(result.originElements).toEqual(AutoWithChunkingOutput.originElements); + expect(result.originElements).toEqual(AutoWithChunkingOutput.originElements); + }); + + it.skip('should error', async () => { + vi.spyOn(UnstructuredClient.prototype.general, 'partition').mockResolvedValue( + mockPartitionResponse([ + { + type: 'CompositeElement', + element_id: '32855cf6-5605-4a8e-97a3-3ac0b509b725', + text: 'abc', + metadata: { + filetype: 'application/pdf', + languages: ['eng'], + page_number: 1, + orig_elements: 'e==', + filename: 'table-parse.pdf', + }, + }, + ]), + ); + try { + await client.partition({ + fileContent: new Uint8Array(), + filename: 'test.txt', + chunkingStrategy: ChunkingStrategy.Basic, + }); + } catch (e) { + expect(e).toThrowError('unexpected end of file'); + } + }); + }); +}); diff --git a/src/libs/unstructured/index.ts b/src/libs/unstructured/index.ts new file mode 100644 index 000000000000..b4270e7eb67f --- /dev/null +++ b/src/libs/unstructured/index.ts @@ -0,0 +1,166 @@ +import zlib from 'node:zlib'; +import pMap from 'p-map'; +import { UnstructuredClient } from 'unstructured-client'; +import { Strategy } from 'unstructured-client/sdk/models/shared'; +import { PartitionResponse } from 'unstructured-client/src/sdk/models/operations'; + +import { knowledgeEnv } from '@/config/knowledge'; + +export enum ChunkingStrategy { + Basic = 'basic', + ByPage = 'by_page', + BySimilarity = 'by_similarity', + ByTitle = 'by_title', +} + +export interface UnstructuredPartitionElement { + compositeId?: string; + element_id: string; + metadata: Metadata; + text: string; + type: string; +} + +export interface Metadata { + coordinates: Coordinates; + filename: string; + filetype: string; + image_base64?: string; + image_mime_type?: string; + is_continuation?: boolean; + languages: string[]; + orig_elements?: string; + page_name?: string; + page_number: number; + parent_id?: string; + text_as_html?: string; +} + +export interface Coordinates { + layout_height: number; + layout_width: number; + points: number[][]; + system: string; +} + +class UnstructuredError extends Error { + constructor(message: string) { + super(message); + this.name = 'Unstructured'; + } +} + +interface PartitionParameters { + chunkingStrategy?: ChunkingStrategy; + fileContent: Uint8Array; + filename: string; + maxCharacters?: number; + onResponse?: (response: PartitionResponse) => void; + strategy?: Strategy; +} + +export class Unstructured { + private client: UnstructuredClient; + + constructor(apikey?: string) { + if (!apikey && !knowledgeEnv.UNSTRUCTURED_API_KEY) + throw new UnstructuredError( + `"UNSTRUCTURED_API_KEY" variables are not set completely, please check your env`, + ); + + this.client = new UnstructuredClient({ + security: { apiKeyAuth: apikey || knowledgeEnv.UNSTRUCTURED_API_KEY! }, + serverURL: knowledgeEnv.UNSTRUCTURED_SERVER_URL, + }); + } + + async partition(params: PartitionParameters): Promise<{ + compositeElements: UnstructuredPartitionElement[]; + originElements: UnstructuredPartitionElement[]; + }> { + const hasChunkingStrategy = !!params.chunkingStrategy; + const response = await this.client.general.partition({ + partitionParameters: { + chunkingStrategy: params.chunkingStrategy, + coordinates: true, + // extractImageBlockTypes: ['Image'], + files: { content: params.fileContent, fileName: params.filename }, + + includeOrigElements: true, + maxCharacters: params.maxCharacters || 800, + strategy: params.strategy, + uniqueElementIds: true, + }, + }); + + if (response.statusCode === 200) { + // after finish partition, we need to filter out some elements + const elements = response.elements as UnstructuredPartitionElement[]; + + params.onResponse?.(response); + + let originElements: UnstructuredPartitionElement[] = []; + let compositeElements: UnstructuredPartitionElement[] = []; + + if (hasChunkingStrategy) { + await pMap(elements, async (element) => { + // Your Base64 encoded string + const base64EncodedString = element.metadata.orig_elements as string; + delete element.metadata.orig_elements; + + if (!base64EncodedString) return; + + // Step 1: Decode the Base64 encoded string to binary + const binaryBuffer = Buffer.from(base64EncodedString, 'base64'); + + // Step 2: Decompress the binary data + const elements = await this.decompressGzip(binaryBuffer); + + // if element is Table type then get the origin + if (element.type === 'Table') { + // skip continuation table due to being split by chunk strategy + if (element.metadata.is_continuation) { + return; + } + + compositeElements = [...compositeElements, elements[0]]; + originElements = [...originElements, elements[0]]; + return; + } + + compositeElements = [...compositeElements, element]; + + originElements = originElements.concat( + elements.map( + (e) => ({ ...e, compositeId: element.element_id }) as UnstructuredPartitionElement, + ), + ); + }); + } else { + originElements = elements; + } + + return { compositeElements, originElements }; + } else { + return { compositeElements: [], originElements: [] }; + } + } + + private async decompressGzip(data: Buffer): Promise { + return new Promise((resolve, reject) => { + zlib.inflate(data, (err, decompressedBuffer) => { + if (err) { + reject(err); + } + + // Step 3: Convert the decompressed buffer to a string + let decompressedString = decompressedBuffer.toString('utf8'); + + // Step 4: Parse the JSON string + let jsonObject = JSON.parse(decompressedString); + + resolve(jsonObject); + }); + }); + } +} diff --git a/src/locales/default/components.ts b/src/locales/default/components.ts index a200947922d7..20cd09b12322 100644 --- a/src/locales/default/components.ts +++ b/src/locales/default/components.ts @@ -5,6 +5,68 @@ export default { dragFileTitle: '上传文件', dragTitle: '上传图片', }, + FileManager: { + actions: { + addToKnowledgeBase: '添加到知识库', + addToOtherKnowledgeBase: '添加到其他知识库', + batchChunking: '批量分块', + chunking: '分块', + chunkingTooltip: '将文件拆分为多个文本块并向量化后，可用于语义检索和文件对话', + confirmDelete: '即将删除该文件，删除后该将无法找回，请确认你的操作', + confirmDeleteMultiFiles: + '即将删除选中的 {{count}} 个文件，删除后该将无法找回，请确认你的操作', + confirmRemoveFromKnowledgeBase: + '即将从知识库中移除选中的 {{count}} 个文件，移除后文件仍然可以在全部文件中查看，请确认你的操作', + copyUrl: '复制链接', + copyUrlSuccess: '文件地址复制成功', + createChunkingTask: '准备中...', + deleteSuccess: '文件删除成功', + downloading: '文件下载中...', + removeFromKnowledgeBase: '从知识库中移除', + removeFromKnowledgeBaseSuccess: '文件移除成功', + }, + bottom: '已经到底啦', + config: { + showFilesInKnowledgeBase: '显示知识库中内容', + }, + emptyStatus: { + actions: { + file: '上传文件', + folder: '上传文件夹', + knowledgeBase: '新建知识库', + }, + or: '或者', + title: '将文件或文件夹拖到这里', + }, + title: { + createdAt: '创建时间', + size: '大小', + title: '文件', + }, + total: { + fileCount: '共 {{count}} 项', + selectedCount: '已选 {{count}} 项', + }, + }, + FileParsingStatus: { + chunks: { + embeddingStatus: { + empty: '文本块尚未完全向量化，将导致语义检索功能不可用，为提升检索质量，请对文本块向量化', + processing: '文本块正在向量化，请耐心等待', + success: '当前文本块均已向量化', + }, + embeddings: '向量化', + status: { + error: '分块失败', + errorResult: '分块失败，请检查后重试。失败原因：', + processing: '分块中', + processingTip: '服务端正在拆分文本块，关闭页面不影响分块进度', + }, + }, + }, + GoBack: { + back: '返回', + }, ModelSelect: { featureTag: { custom: '自定义模型，默认设定同时支持函数调用与视觉识别，请根据实际情况验证上述能力的可用性', diff --git a/src/utils/colorUtils.ts b/src/utils/colorUtils.ts new file mode 100644 index 000000000000..ed55f8338b8f --- /dev/null +++ b/src/utils/colorUtils.ts @@ -0,0 +1,19 @@ +import chroma from 'chroma-js'; + +export const convertAlphaToSolid = (foreground: string, background: string): string => { + const fgColor = chroma(foreground); + const bgColor = chroma(background); + + const alpha = fgColor.alpha(); + const alphaComplement = 1 - alpha; + + const mixedColor = [ + fgColor.get('rgb.r') * alpha + bgColor.get('rgb.r') * alphaComplement, + fgColor.get('rgb.g') * alpha + bgColor.get('rgb.g') * alphaComplement, + fgColor.get('rgb.b') * alpha + bgColor.get('rgb.b') * alphaComplement, + ]; + + const resultColor = chroma(mixedColor); + + return resultColor.hex(); +}; diff --git a/src/utils/sleep.ts b/src/utils/sleep.ts new file mode 100644 index 000000000000..e45ce8f4d89a --- /dev/null +++ b/src/utils/sleep.ts @@ -0,0 +1,4 @@ +export const sleep = async (ms: number) => + await new Promise((resolve) => { + setTimeout(resolve, ms); + });