Feat: Fixed an issue where modifying fields in the agent operator caused the loss of structured data. #10427 (#11388)

### What problem does this PR solve?

Feat: Fixed an issue where modifying fields in the agent operator caused
the loss of structured data. #10427

### Type of change


- [x] New Feature (non-breaking change which adds functionality)

README.md

@@ -22,7 +22,7 @@
         <img alt="Static Badge" src="https://img.shields.io/badge/Online-Demo-4e6b99">
     </a>
     <a href="https://hub.docker.com/r/infiniflow/ragflow" target="_blank">
-        <img src="https://img.shields.io/docker/pulls/infiniflow/ragflow?label=Docker%20Pulls&color=0db7ed&logo=docker&logoColor=white&style=flat-square" alt="docker pull infiniflow/ragflow:v0.22.0">
+        <img src="https://img.shields.io/docker/pulls/infiniflow/ragflow?label=Docker%20Pulls&color=0db7ed&logo=docker&logoColor=white&style=flat-square" alt="docker pull infiniflow/ragflow:v0.22.1">
     </a>
     <a href="https://github.com/infiniflow/ragflow/releases/latest">
         <img src="https://img.shields.io/github/v/release/infiniflow/ragflow?color=blue&label=Latest%20Release" alt="Latest Release">
@@ -85,6 +85,7 @@ Try our demo at [https://demo.ragflow.io](https://demo.ragflow.io).
 
 ## 🔥 Latest Updates
 
+- 2025-11-19 Supports Gemini 3 Pro.
 - 2025-11-12 Supports data synchronization from Confluence, AWS S3, Discord, Google Drive.
 - 2025-10-23 Supports MinerU & Docling as document parsing methods.
 - 2025-10-15 Supports orchestrable ingestion pipeline.
@@ -93,8 +94,6 @@ Try our demo at [https://demo.ragflow.io](https://demo.ragflow.io).
 - 2025-05-23 Adds a Python/JavaScript code executor component to Agent.
 - 2025-05-05 Supports cross-language query.
 - 2025-03-19 Supports using a multi-modal model to make sense of images within PDF or DOCX files.
-- 2024-12-18 Upgrades Document Layout Analysis model in DeepDoc.
-- 2024-08-22 Support text to SQL statements through RAG.
 
 ## 🎉 Stay Tuned
 
@@ -188,12 +187,13 @@ releases! 🌟
 > All Docker images are built for x86 platforms. We don't currently offer Docker images for ARM64.
 > If you are on an ARM64 platform, follow [this guide](https://ragflow.io/docs/dev/build_docker_image) to build a Docker image compatible with your system.
 
-> The command below downloads the `v0.22.0` edition of the RAGFlow Docker image. See the following table for descriptions of different RAGFlow editions. To download a RAGFlow edition different from `v0.22.0`, update the `RAGFLOW_IMAGE` variable accordingly in **docker/.env** before using `docker compose` to start the server.
+> The command below downloads the `v0.22.1` edition of the RAGFlow Docker image. See the following table for descriptions of different RAGFlow editions. To download a RAGFlow edition different from `v0.22.1`, update the `RAGFLOW_IMAGE` variable accordingly in **docker/.env** before using `docker compose` to start the server.
 
 ```bash
    $ cd ragflow/docker
   
-   # Optional: use a stable tag (see releases: https://github.com/infiniflow/ragflow/releases), e.g.: git checkout v0.22.0
+   # git checkout v0.22.1
+   # Optional: use a stable tag (see releases: https://github.com/infiniflow/ragflow/releases)
    # This steps ensures the **entrypoint.sh** file in the code matches the Docker image version.
    
    # Use CPU for DeepDoc tasks:

README_id.md

@@ -22,7 +22,7 @@
         <img alt="Lencana Daring" src="https://img.shields.io/badge/Online-Demo-4e6b99">
     </a>
     <a href="https://hub.docker.com/r/infiniflow/ragflow" target="_blank">
-        <img src="https://img.shields.io/docker/pulls/infiniflow/ragflow?label=Docker%20Pulls&color=0db7ed&logo=docker&logoColor=white&style=flat-square" alt="docker pull infiniflow/ragflow:v0.22.0">
+        <img src="https://img.shields.io/docker/pulls/infiniflow/ragflow?label=Docker%20Pulls&color=0db7ed&logo=docker&logoColor=white&style=flat-square" alt="docker pull infiniflow/ragflow:v0.22.1">
     </a>
     <a href="https://github.com/infiniflow/ragflow/releases/latest">
         <img src="https://img.shields.io/github/v/release/infiniflow/ragflow?color=blue&label=Rilis%20Terbaru" alt="Rilis Terbaru">
@@ -85,6 +85,7 @@ Coba demo kami di [https://demo.ragflow.io](https://demo.ragflow.io).
 
 ## 🔥 Pembaruan Terbaru
 
+- 2025-11-19 Mendukung Gemini 3 Pro.
 - 2025-11-12 Mendukung sinkronisasi data dari Confluence, AWS S3, Discord, Google Drive.
 - 2025-10-23 Mendukung MinerU & Docling sebagai metode penguraian dokumen.
 - 2025-10-15 Dukungan untuk jalur data yang terorkestrasi.
@@ -186,12 +187,13 @@ Coba demo kami di [https://demo.ragflow.io](https://demo.ragflow.io).
 > Semua gambar Docker dibangun untuk platform x86. Saat ini, kami tidak menawarkan gambar Docker untuk ARM64.
 > Jika Anda menggunakan platform ARM64, [silakan gunakan panduan ini untuk membangun gambar Docker yang kompatibel dengan sistem Anda](https://ragflow.io/docs/dev/build_docker_image).
 
-> Perintah di bawah ini mengunduh edisi v0.22.0 dari gambar Docker RAGFlow. Silakan merujuk ke tabel berikut untuk deskripsi berbagai edisi RAGFlow. Untuk mengunduh edisi RAGFlow yang berbeda dari v0.22.0, perbarui variabel RAGFLOW_IMAGE di docker/.env sebelum menggunakan docker compose untuk memulai server.
+> Perintah di bawah ini mengunduh edisi v0.22.1 dari gambar Docker RAGFlow. Silakan merujuk ke tabel berikut untuk deskripsi berbagai edisi RAGFlow. Untuk mengunduh edisi RAGFlow yang berbeda dari v0.22.1, perbarui variabel RAGFLOW_IMAGE di docker/.env sebelum menggunakan docker compose untuk memulai server.
 
 ```bash
    $ cd ragflow/docker
    
-   # Opsional: gunakan tag stabil (lihat releases: https://github.com/infiniflow/ragflow/releases), contoh: git checkout v0.22.0
+   # git checkout v0.22.1
+   # Opsional: gunakan tag stabil (lihat releases: https://github.com/infiniflow/ragflow/releases)
    # This steps ensures the **entrypoint.sh** file in the code matches the Docker image version.
 
    # Use CPU for DeepDoc tasks:

README_ja.md

@@ -22,7 +22,7 @@
         <img alt="Static Badge" src="https://img.shields.io/badge/Online-Demo-4e6b99">
     </a>
     <a href="https://hub.docker.com/r/infiniflow/ragflow" target="_blank">
-        <img src="https://img.shields.io/docker/pulls/infiniflow/ragflow?label=Docker%20Pulls&color=0db7ed&logo=docker&logoColor=white&style=flat-square" alt="docker pull infiniflow/ragflow:v0.22.0">
+        <img src="https://img.shields.io/docker/pulls/infiniflow/ragflow?label=Docker%20Pulls&color=0db7ed&logo=docker&logoColor=white&style=flat-square" alt="docker pull infiniflow/ragflow:v0.22.1">
     </a>
     <a href="https://github.com/infiniflow/ragflow/releases/latest">
         <img src="https://img.shields.io/github/v/release/infiniflow/ragflow?color=blue&label=Latest%20Release" alt="Latest Release">
@@ -66,6 +66,7 @@
 
 ## 🔥 最新情報
 
+- 2025-11-19 Gemini 3 Proをサポートしています
 - 2025-11-12 Confluence、AWS S3、Discord、Google Drive からのデータ同期をサポートします。
 - 2025-10-23 ドキュメント解析方法として MinerU と Docling をサポートします。
 - 2025-10-15 オーケストレーションされたデータパイプラインのサポート。
@@ -166,12 +167,13 @@
 > 現在、公式に提供されているすべての Docker イメージは x86 アーキテクチャ向けにビルドされており、ARM64 用の Docker イメージは提供されていません。
 > ARM64 アーキテクチャのオペレーティングシステムを使用している場合は、[このドキュメント](https://ragflow.io/docs/dev/build_docker_image)を参照して Docker イメージを自分でビルドしてください。
 
-> 以下のコマンドは、RAGFlow Docker イメージの v0.22.0 エディションをダウンロードします。異なる RAGFlow エディションの説明については、以下の表を参照してください。v0.22.0 とは異なるエディションをダウンロードするには、docker/.env ファイルの RAGFLOW_IMAGE 変数を適宜更新し、docker compose を使用してサーバーを起動してください。
+> 以下のコマンドは、RAGFlow Docker イメージの v0.22.1 エディションをダウンロードします。異なる RAGFlow エディションの説明については、以下の表を参照してください。v0.22.1 とは異なるエディションをダウンロードするには、docker/.env ファイルの RAGFLOW_IMAGE 変数を適宜更新し、docker compose を使用してサーバーを起動してください。
 
 ```bash
    $ cd ragflow/docker
 
-   # 任意: 安定版タグを利用 (一覧: https://github.com/infiniflow/ragflow/releases) 例: git checkout v0.22.0
+   # git checkout v0.22.1
+   # 任意: 安定版タグを利用 (一覧: https://github.com/infiniflow/ragflow/releases)
    # この手順は、コード内の entrypoint.sh ファイルが Docker イメージのバージョンと一致していることを確認します。
 
    # Use CPU for DeepDoc tasks:

README_ko.md

@@ -22,7 +22,7 @@
         <img alt="Static Badge" src="https://img.shields.io/badge/Online-Demo-4e6b99">
     </a>
     <a href="https://hub.docker.com/r/infiniflow/ragflow" target="_blank">
-        <img src="https://img.shields.io/docker/pulls/infiniflow/ragflow?label=Docker%20Pulls&color=0db7ed&logo=docker&logoColor=white&style=flat-square" alt="docker pull infiniflow/ragflow:v0.22.0">
+        <img src="https://img.shields.io/docker/pulls/infiniflow/ragflow?label=Docker%20Pulls&color=0db7ed&logo=docker&logoColor=white&style=flat-square" alt="docker pull infiniflow/ragflow:v0.22.1">
     </a>
     <a href="https://github.com/infiniflow/ragflow/releases/latest">
         <img src="https://img.shields.io/github/v/release/infiniflow/ragflow?color=blue&label=Latest%20Release" alt="Latest Release">
@@ -67,6 +67,7 @@
 
 ## 🔥 업데이트
 
+- 2025-11-19 Gemini 3 Pro를 지원합니다.
 - 2025-11-12 Confluence, AWS S3, Discord, Google Drive에서 데이터 동기화를 지원합니다.
 - 2025-10-23 문서 파싱 방법으로 MinerU 및 Docling을 지원합니다.
 - 2025-10-15 조정된 데이터 파이프라인 지원.
@@ -168,12 +169,13 @@
 > 모든 Docker 이미지는 x86 플랫폼을 위해 빌드되었습니다. 우리는 현재 ARM64 플랫폼을 위한 Docker 이미지를 제공하지 않습니다.
 > ARM64 플랫폼을 사용 중이라면, [시스템과 호환되는 Docker 이미지를 빌드하려면 이 가이드를 사용해 주세요](https://ragflow.io/docs/dev/build_docker_image).
 
-   > 아래 명령어는 RAGFlow Docker 이미지의 v0.22.0 버전을 다운로드합니다. 다양한 RAGFlow 버전에 대한 설명은 다음 표를 참조하십시오. v0.22.0과 다른 RAGFlow 버전을 다운로드하려면, docker/.env 파일에서 RAGFLOW_IMAGE 변수를 적절히 업데이트한 후 docker compose를 사용하여 서버를 시작하십시오.
+   > 아래 명령어는 RAGFlow Docker 이미지의 v0.22.1 버전을 다운로드합니다. 다양한 RAGFlow 버전에 대한 설명은 다음 표를 참조하십시오. v0.22.1과 다른 RAGFlow 버전을 다운로드하려면, docker/.env 파일에서 RAGFLOW_IMAGE 변수를 적절히 업데이트한 후 docker compose를 사용하여 서버를 시작하십시오.
 
    ```bash
    $ cd ragflow/docker
    
-   # Optional: use a stable tag (see releases: https://github.com/infiniflow/ragflow/releases), e.g.: git checkout v0.22.0
+   # git checkout v0.22.1
+   # Optional: use a stable tag (see releases: https://github.com/infiniflow/ragflow/releases)
    # 이 단계는 코드의 entrypoint.sh 파일이 Docker 이미지 버전과 일치하도록 보장합니다.
 
    # Use CPU for DeepDoc tasks:

README_pt_br.md

@@ -22,7 +22,7 @@
         <img alt="Badge Estático" src="https://img.shields.io/badge/Online-Demo-4e6b99">
     </a>
     <a href="https://hub.docker.com/r/infiniflow/ragflow" target="_blank">
-        <img src="https://img.shields.io/docker/pulls/infiniflow/ragflow?label=Docker%20Pulls&color=0db7ed&logo=docker&logoColor=white&style=flat-square" alt="docker pull infiniflow/ragflow:v0.22.0">
+        <img src="https://img.shields.io/docker/pulls/infiniflow/ragflow?label=Docker%20Pulls&color=0db7ed&logo=docker&logoColor=white&style=flat-square" alt="docker pull infiniflow/ragflow:v0.22.1">
     </a>
     <a href="https://github.com/infiniflow/ragflow/releases/latest">
         <img src="https://img.shields.io/github/v/release/infiniflow/ragflow?color=blue&label=Última%20Relese" alt="Última Versão">
@@ -86,6 +86,7 @@ Experimente nossa demo em [https://demo.ragflow.io](https://demo.ragflow.io).
 
 ## 🔥 Últimas Atualizações
 
+- 19-11-2025 Suporta Gemini 3 Pro.
 - 12-11-2025 Suporta a sincronização de dados do Confluence, AWS S3, Discord e Google Drive.
 - 23-10-2025 Suporta MinerU e Docling como métodos de análise de documentos.
 - 15-10-2025 Suporte para pipelines de dados orquestrados.
@@ -186,12 +187,13 @@ Experimente nossa demo em [https://demo.ragflow.io](https://demo.ragflow.io).
 > Todas as imagens Docker são construídas para plataformas x86. Atualmente, não oferecemos imagens Docker para ARM64.
 > Se você estiver usando uma plataforma ARM64, por favor, utilize [este guia](https://ragflow.io/docs/dev/build_docker_image) para construir uma imagem Docker compatível com o seu sistema.
 
-    > O comando abaixo baixa a edição`v0.22.0` da imagem Docker do RAGFlow. Consulte a tabela a seguir para descrições de diferentes edições do RAGFlow. Para baixar uma edição do RAGFlow diferente da `v0.22.0`, atualize a variável `RAGFLOW_IMAGE` conforme necessário no **docker/.env** antes de usar `docker compose` para iniciar o servidor.
+    > O comando abaixo baixa a edição`v0.22.1` da imagem Docker do RAGFlow. Consulte a tabela a seguir para descrições de diferentes edições do RAGFlow. Para baixar uma edição do RAGFlow diferente da `v0.22.1`, atualize a variável `RAGFLOW_IMAGE` conforme necessário no **docker/.env** antes de usar `docker compose` para iniciar o servidor.
 
 ```bash
    $ cd ragflow/docker
    
-   # Opcional: use uma tag estável (veja releases: https://github.com/infiniflow/ragflow/releases), ex.: git checkout v0.22.0
+   # git checkout v0.22.1
+   # Opcional: use uma tag estável (veja releases: https://github.com/infiniflow/ragflow/releases)
    # Esta etapa garante que o arquivo entrypoint.sh no código corresponda à versão da imagem do Docker.
 
    # Use CPU for DeepDoc tasks:

README_tzh.md

@@ -22,7 +22,7 @@
         <img alt="Static Badge" src="https://img.shields.io/badge/Online-Demo-4e6b99">
     </a>
     <a href="https://hub.docker.com/r/infiniflow/ragflow" target="_blank">
-        <img src="https://img.shields.io/docker/pulls/infiniflow/ragflow?label=Docker%20Pulls&color=0db7ed&logo=docker&logoColor=white&style=flat-square" alt="docker pull infiniflow/ragflow:v0.22.0">
+        <img src="https://img.shields.io/docker/pulls/infiniflow/ragflow?label=Docker%20Pulls&color=0db7ed&logo=docker&logoColor=white&style=flat-square" alt="docker pull infiniflow/ragflow:v0.22.1">
     </a>
     <a href="https://github.com/infiniflow/ragflow/releases/latest">
         <img src="https://img.shields.io/github/v/release/infiniflow/ragflow?color=blue&label=Latest%20Release" alt="Latest Release">
@@ -85,6 +85,7 @@
 
 ## 🔥 近期更新
 
+- 2025-11-19 支援 Gemini 3 Pro.
 - 2025-11-12 支援從 Confluence、AWS S3、Discord、Google Drive 進行資料同步。
 - 2025-10-23 支援 MinerU 和 Docling 作為文件解析方法。
 - 2025-10-15 支援可編排的資料管道。
@@ -185,12 +186,13 @@
 > 所有 Docker 映像檔都是為 x86 平台建置的。目前，我們不提供 ARM64 平台的 Docker 映像檔。
 > 如果您使用的是 ARM64 平台，請使用 [這份指南](https://ragflow.io/docs/dev/build_docker_image) 來建置適合您系統的 Docker 映像檔。
 
-> 執行以下指令會自動下載 RAGFlow Docker 映像 `v0.22.0`。請參考下表查看不同 Docker 發行版的說明。如需下載不同於 `v0.22.0` 的 Docker 映像，請在執行 `docker compose` 啟動服務之前先更新 **docker/.env** 檔案內的 `RAGFLOW_IMAGE` 變數。
+> 執行以下指令會自動下載 RAGFlow Docker 映像 `v0.22.1`。請參考下表查看不同 Docker 發行版的說明。如需下載不同於 `v0.22.1` 的 Docker 映像，請在執行 `docker compose` 啟動服務之前先更新 **docker/.env** 檔案內的 `RAGFLOW_IMAGE` 變數。
 
 ```bash
    $ cd ragflow/docker
    
-   # 可選：使用穩定版標籤（查看發佈：https://github.com/infiniflow/ragflow/releases），例：git checkout v0.22.0
+   # git checkout v0.22.1
+   # 可選：使用穩定版標籤（查看發佈：https://github.com/infiniflow/ragflow/releases）
    # 此步驟確保程式碼中的 entrypoint.sh 檔案與 Docker 映像版本一致。
 
    # Use CPU for DeepDoc tasks:

README_zh.md

@@ -22,7 +22,7 @@
         <img alt="Static Badge" src="https://img.shields.io/badge/Online-Demo-4e6b99">
     </a>
     <a href="https://hub.docker.com/r/infiniflow/ragflow" target="_blank">
-        <img src="https://img.shields.io/docker/pulls/infiniflow/ragflow?label=Docker%20Pulls&color=0db7ed&logo=docker&logoColor=white&style=flat-square" alt="docker pull infiniflow/ragflow:v0.22.0">
+        <img src="https://img.shields.io/docker/pulls/infiniflow/ragflow?label=Docker%20Pulls&color=0db7ed&logo=docker&logoColor=white&style=flat-square" alt="docker pull infiniflow/ragflow:v0.22.1">
     </a>
     <a href="https://github.com/infiniflow/ragflow/releases/latest">
         <img src="https://img.shields.io/github/v/release/infiniflow/ragflow?color=blue&label=Latest%20Release" alt="Latest Release">
@@ -85,6 +85,7 @@
 
 ## 🔥 近期更新
 
+- 2025-11-19 支持 Gemini 3 Pro.
 - 2025-11-12 支持从 Confluence、AWS S3、Discord、Google Drive 进行数据同步。
 - 2025-10-23 支持 MinerU 和 Docling 作为文档解析方法。
 - 2025-10-15 支持可编排的数据管道。
@@ -186,12 +187,13 @@
 > 请注意，目前官方提供的所有 Docker 镜像均基于 x86 架构构建，并不提供基于 ARM64 的 Docker 镜像。
 > 如果你的操作系统是 ARM64 架构，请参考[这篇文档](https://ragflow.io/docs/dev/build_docker_image)自行构建 Docker 镜像。
 
-   > 运行以下命令会自动下载 RAGFlow Docker 镜像 `v0.22.0`。请参考下表查看不同 Docker 发行版的描述。如需下载不同于 `v0.22.0` 的 Docker 镜像，请在运行 `docker compose` 启动服务之前先更新 **docker/.env** 文件内的 `RAGFLOW_IMAGE` 变量。
+   > 运行以下命令会自动下载 RAGFlow Docker 镜像 `v0.22.1`。请参考下表查看不同 Docker 发行版的描述。如需下载不同于 `v0.22.1` 的 Docker 镜像，请在运行 `docker compose` 启动服务之前先更新 **docker/.env** 文件内的 `RAGFLOW_IMAGE` 变量。
 
    ```bash
    $ cd ragflow/docker
    
-   # 可选：使用稳定版本标签（查看发布：https://github.com/infiniflow/ragflow/releases），例如：git checkout v0.22.0
+   # git checkout v0.22.1
+   # 可选：使用稳定版本标签（查看发布：https://github.com/infiniflow/ragflow/releases）
    # 这一步确保代码中的 entrypoint.sh 文件与 Docker 镜像的版本保持一致。
 
    # Use CPU for DeepDoc tasks:

admin/client/README.md

@@ -48,7 +48,7 @@ It consists of a server-side Service and a command-line client (CLI), both imple
 1.  Ensure the Admin Service is running.
 2.  Install ragflow-cli.
     ```bash
-    pip install ragflow-cli==0.22.0
+    pip install ragflow-cli==0.22.1
     ```
 3.  Launch the CLI client:
     ```bash

admin/server/admin_server.py

@@ -20,8 +20,10 @@ import logging
 import time
 import threading
 import traceback
-from werkzeug.serving import run_simple
+
 from flask import Flask
+from flask_login import LoginManager
+from werkzeug.serving import run_simple
 from routes import admin_bp
 from common.log_utils import init_root_logger
 from common.constants import SERVICE_CONF
@@ -30,7 +32,6 @@ from common import settings
 from config import load_configurations, SERVICE_CONFIGS
 from auth import init_default_admin, setup_auth
 from flask_session import Session
-from flask_login import LoginManager
 from common.versions import get_ragflow_version
 
 stop_event = threading.Event()

admin/server/auth.py

@@ -19,7 +19,8 @@ import logging
 import uuid
 from functools import wraps
 from datetime import datetime
-from flask import request, jsonify
+
+from flask import jsonify, request
 from flask_login import current_user, login_user
 from itsdangerous.url_safe import URLSafeTimedSerializer as Serializer
 
@@ -30,7 +31,7 @@ from common.constants import ActiveEnum, StatusEnum
 from api.utils.crypt import decrypt
 from common.misc_utils import get_uuid
 from common.time_utils import current_timestamp, datetime_format, get_format_time
-from common.connection_utils import construct_response
+from common.connection_utils import sync_construct_response
 from common import settings
 
 
@@ -129,7 +130,7 @@ def login_admin(email: str, password: str):
     user.last_login_time = get_format_time()
     user.save()
     msg = "Welcome back!"
-    return construct_response(data=resp, auth=user.get_id(), message=msg)
+    return sync_construct_response(data=resp, auth=user.get_id(), message=msg)
 
 
 def check_admin(username: str, password: str):

admin/server/responses.py

@@ -13,8 +13,6 @@
 #  See the License for the specific language governing permissions and
 #  limitations under the License.
 #
-
-
 from flask import jsonify
 
 

admin/server/routes.py

@@ -17,7 +17,7 @@
 import secrets
 
 from flask import Blueprint, request
-from flask_login import current_user, logout_user, login_required
+from flask_login import current_user, login_required, logout_user
 
 from auth import login_verify, login_admin, check_admin_auth
 from responses import success_response, error_response

agent/canvas.py

@@ -25,7 +25,6 @@ from typing import Any, Union, Tuple
 
 from agent.component import component_class
 from agent.component.base import ComponentBase
-from api.db.services.file_service import FileService
 from api.db.services.task_service import has_canceled
 from common.misc_utils import get_uuid, hash_str2int
 from common.exceptions import TaskCanceledException
@@ -217,6 +216,38 @@ class Graph:
             else:
                 cur = getattr(cur, key, None)
         return cur
+    
+    def set_variable_value(self, exp: str,value):
+        exp = exp.strip("{").strip("}").strip(" ").strip("{").strip("}")
+        if exp.find("@") < 0:
+            self.globals[exp] = value
+            return
+        cpn_id, var_nm = exp.split("@")
+        cpn = self.get_component(cpn_id)
+        if not cpn:
+            raise Exception(f"Can't find variable: '{cpn_id}@{var_nm}'")
+        parts = var_nm.split(".", 1)
+        root_key = parts[0]
+        rest = parts[1] if len(parts) > 1 else ""
+        if not rest:
+            cpn["obj"].set_output(root_key, value)
+            return
+        root_val = cpn["obj"].output(root_key)
+        if not root_val:
+            root_val = {}
+        cpn["obj"].set_output(root_key, self.set_variable_param_value(root_val,rest,value))
+
+    def set_variable_param_value(self, obj: Any, path: str, value) -> Any:
+        cur = obj
+        keys = path.split('.')
+        if not path:
+            return value
+        for key in keys:
+            if key not in cur or not isinstance(cur[key], dict):
+                cur[key] = {}
+            cur = cur[key]
+        cur[keys[-1]] = value
+        return obj
 
     def is_canceled(self) -> bool:
         return has_canceled(self.task_id)
@@ -270,7 +301,7 @@ class Canvas(Graph):
             self.retrieval = []
             self.memory = []
         for k in self.globals.keys():
-            if k.startswith("sys."):
+            if k.startswith("sys.") or k.startswith("env."):
                 if isinstance(self.globals[k], str):
                     self.globals[k] = ""
                 elif isinstance(self.globals[k], int):
@@ -284,7 +315,7 @@ class Canvas(Graph):
                 else:
                     self.globals[k] = None
 
-    def run(self, **kwargs):
+    async def run(self, **kwargs):
         st = time.perf_counter()
         self.message_id = get_uuid()
         created_at = int(time.time())
@@ -549,6 +580,7 @@ class Canvas(Graph):
         return self.components[cpnnm]["obj"].get_input_elements()
 
     def get_files(self, files: Union[None, list[dict]]) -> list[str]:
+        from api.db.services.file_service import FileService
         if not files:
             return  []
         def image_to_base64(file):

agent/component/agent_with_tools.py

@@ -163,12 +163,7 @@ class Agent(LLM, ToolBase):
 
         downstreams = self._canvas.get_component(self._id)["downstream"] if self._canvas.get_component(self._id) else []
         ex = self.exception_handler()
-        output_structure=None
+        if any([self._canvas.get_component_obj(cid).component_name.lower()=="message" for cid in downstreams]) and not (ex and ex["goto"]):
-        try:
-            output_structure=self._param.outputs['structured']
-        except Exception:
-            pass
-        if any([self._canvas.get_component_obj(cid).component_name.lower()=="message" for cid in downstreams]) and not output_structure and not (ex and ex["goto"]):
             self.set_output("content", partial(self.stream_output_with_tools, prompt, msg, user_defined_prompt))
             return
 

agent/component/data_operations.py

@@ -1,3 +1,18 @@
+#
+#  Copyright 2024 The InfiniFlow Authors. All Rights Reserved.
+#
+#  Licensed under the Apache License, Version 2.0 (the "License");
+#  you may not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+#
 from abc import ABC
 import ast
 import os

agent/component/iteration.py

@@ -32,6 +32,7 @@ class IterationParam(ComponentParamBase):
     def __init__(self):
         super().__init__()
         self.items_ref = ""
+        self.veriable={}
 
     def get_input_form(self) -> dict[str, dict]:
         return {

agent/component/list_operations.py

@@ -47,7 +47,9 @@ class ListOperations(ComponentBase,ABC):
     def _invoke(self, **kwargs):
         self.input_objects=[]
         inputs = getattr(self._param, "query", None)
-        self.inputs=self._canvas.get_variable_value(inputs)
+        self.inputs = self._canvas.get_variable_value(inputs)
+        if not isinstance(self.inputs, list):
+            raise TypeError("The input of List Operations should be an array.")
         self.set_input_value(inputs, self.inputs)
         if self._param.operations == "topN":
             self._topN()

agent/component/llm.py

@@ -249,7 +249,7 @@ class LLM(ComponentBase):
 
         downstreams = self._canvas.get_component(self._id)["downstream"] if self._canvas.get_component(self._id) else []
         ex = self.exception_handler()
-        if any([self._canvas.get_component_obj(cid).component_name.lower()=="message" for cid in downstreams]) and not output_structure and not (ex and ex["goto"]):
+        if any([self._canvas.get_component_obj(cid).component_name.lower()=="message" for cid in downstreams]) and not (ex and ex["goto"]):
             self.set_output("content", partial(self._stream_output, prompt, msg))
             return
 

agent/component/message.py

@@ -17,7 +17,6 @@ import json
 import os
 import random
 import re
-import pypandoc
 import logging
 import tempfile
 from functools import partial
@@ -30,6 +29,7 @@ from common.connection_utils import timeout
 from common.misc_utils import get_uuid
 from common import settings
 
+
 class MessageParam(ComponentParamBase):
     """
     Define the Message component parameters.
@@ -176,6 +176,10 @@ class Message(ComponentBase):
         return ""
 
     def _convert_content(self, content):
+        if not self._param.output_format:
+            return
+
+        import pypandoc
         doc_id = get_uuid()
         
         if self._param.output_format.lower() not in {"markdown", "html", "pdf", "docx"}:

agent/component/variable_assigner.py

@@ -0,0 +1,192 @@
+#
+#  Copyright 2024 The InfiniFlow Authors. All Rights Reserved.
+#
+#  Licensed under the Apache License, Version 2.0 (the "License");
+#  you may not use this file except in compliance with the License.
+#  You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+#  Unless required by applicable law or agreed to in writing, software
+#  distributed under the License is distributed on an "AS IS" BASIS,
+#  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+#  See the License for the specific language governing permissions and
+#  limitations under the License.
+#
+from abc import ABC
+import os
+import numbers
+from agent.component.base import ComponentBase, ComponentParamBase
+from api.utils.api_utils import timeout
+
+class VariableAssignerParam(ComponentParamBase):
+    """
+    Define the Variable Assigner component parameters.
+    """
+    def __init__(self):
+        super().__init__()
+        self.variables=[]
+
+    def check(self):
+        return True
+    
+    def get_input_form(self) -> dict[str, dict]:
+        return {
+            "items": {
+                "type": "json",
+                "name": "Items"
+            }
+        }
+
+class VariableAssigner(ComponentBase,ABC):
+    component_name = "VariableAssigner"
+
+    @timeout(int(os.environ.get("COMPONENT_EXEC_TIMEOUT", 10*60)))
+    def _invoke(self, **kwargs):
+        if not isinstance(self._param.variables,list):
+            return
+        else:
+            for item in self._param.variables:
+                if any([not item.get("variable"), not item.get("operator"), not item.get("parameter")]):
+                    assert "Variable is not complete."
+                variable=item["variable"]
+                operator=item["operator"]
+                parameter=item["parameter"]
+                variable_value=self._canvas.get_variable_value(variable)
+                new_variable=self._operate(variable_value,operator,parameter)
+                self._canvas.set_variable_value(variable, new_variable)
+
+    def _operate(self,variable,operator,parameter):
+        if operator == "overwrite":
+            return self._overwrite(parameter)
+        elif operator == "clear":
+            return self._clear(variable)
+        elif operator == "set":
+            return self._set(variable,parameter)
+        elif operator == "append":
+            return self._append(variable,parameter)
+        elif operator == "extend":
+            return self._extend(variable,parameter)
+        elif operator == "remove_first":
+            return self._remove_first(variable)
+        elif operator == "remove_last":
+            return self._remove_last(variable)
+        elif operator == "+=":
+            return self._add(variable,parameter)
+        elif operator == "-=":
+            return self._subtract(variable,parameter)
+        elif operator == "*=":
+            return self._multiply(variable,parameter)
+        elif operator == "/=":
+            return self._divide(variable,parameter)
+        else:
+            return
+    
+    def _overwrite(self,parameter):
+        return self._canvas.get_variable_value(parameter)
+
+    def _clear(self,variable):
+        if isinstance(variable,list):
+            return []
+        elif isinstance(variable,str):
+            return ""
+        elif isinstance(variable,dict):
+            return {}
+        elif isinstance(variable,int):
+            return 0
+        elif isinstance(variable,float):
+            return 0.0
+        elif isinstance(variable,bool):
+            return False
+        else:
+            return None
+
+    def _set(self,variable,parameter):
+        if variable is None:
+            return self._canvas.get_value_with_variable(parameter)
+        elif isinstance(variable,str):
+            return self._canvas.get_value_with_variable(parameter)
+        elif isinstance(variable,bool):
+            return parameter
+        elif isinstance(variable,int):
+            return parameter
+        elif isinstance(variable,float):
+            return parameter
+        else:
+            return parameter
+
+    def _append(self,variable,parameter):
+        parameter=self._canvas.get_variable_value(parameter)
+        if variable is None:
+            variable=[]
+        if not isinstance(variable,list):
+            return "ERROR:VARIABLE_NOT_LIST"
+        elif len(variable)!=0 and not isinstance(parameter,type(variable[0])):
+            return "ERROR:PARAMETER_NOT_LIST_ELEMENT_TYPE"
+        else:
+            variable.append(parameter)
+            return variable
+
+    def _extend(self,variable,parameter):
+        parameter=self._canvas.get_variable_value(parameter)
+        if variable is None:
+            variable=[]
+        if not isinstance(variable,list):
+            return "ERROR:VARIABLE_NOT_LIST"
+        elif not isinstance(parameter,list):
+            return "ERROR:PARAMETER_NOT_LIST"
+        elif len(variable)!=0 and len(parameter)!=0 and not isinstance(parameter[0],type(variable[0])):
+            return "ERROR:PARAMETER_NOT_LIST_ELEMENT_TYPE"
+        else:
+            return variable + parameter
+
+    def _remove_first(self,variable):
+        if len(variable)==0:
+            return variable
+        if not isinstance(variable,list):
+            return "ERROR:VARIABLE_NOT_LIST"
+        else:
+            return variable[1:]
+
+    def _remove_last(self,variable):
+        if len(variable)==0:
+            return variable
+        if not isinstance(variable,list):
+            return "ERROR:VARIABLE_NOT_LIST"
+        else:
+            return variable[:-1]
+
+    def is_number(self, value):
+        if isinstance(value, bool):
+            return False
+        return isinstance(value, numbers.Number)
+
+    def _add(self,variable,parameter):
+        if self.is_number(variable) and self.is_number(parameter):
+            return variable + parameter
+        else:
+            return "ERROR:VARIABLE_NOT_NUMBER or PARAMETER_NOT_NUMBER"
+
+    def _subtract(self,variable,parameter):
+        if self.is_number(variable) and self.is_number(parameter):
+            return variable - parameter
+        else:
+            return "ERROR:VARIABLE_NOT_NUMBER or PARAMETER_NOT_NUMBER"
+
+    def _multiply(self,variable,parameter):
+        if self.is_number(variable) and self.is_number(parameter):
+            return variable * parameter
+        else:
+            return "ERROR:VARIABLE_NOT_NUMBER or PARAMETER_NOT_NUMBER"
+
+    def _divide(self,variable,parameter):
+        if self.is_number(variable) and self.is_number(parameter):
+            if  parameter==0:
+                return "ERROR:DIVIDE_BY_ZERO"
+            else:
+                return variable/parameter
+        else:
+            return  "ERROR:VARIABLE_NOT_NUMBER or PARAMETER_NOT_NUMBER"
+
+    def thoughts(self) -> str:
+        return "Assign variables from canvas."

api/apps/__init__.py

@@ -18,12 +18,11 @@ import sys
 import logging
 from importlib.util import module_from_spec, spec_from_file_location
 from pathlib import Path
-from flask import Blueprint, Flask
+from quart import Blueprint, Quart, request, g, current_app, session
 from werkzeug.wrappers.request import Request
-from flask_cors import CORS
 from flasgger import Swagger
 from itsdangerous.url_safe import URLSafeTimedSerializer as Serializer
-
+from quart_cors import cors
 from common.constants import StatusEnum
 from api.db.db_models import close_connection
 from api.db.services import UserService
@@ -31,17 +30,20 @@ from api.utils.json_encode import CustomJSONEncoder
 from api.utils import commands
 
 from flask_mail import Mail
-from flask_session import Session
+from quart_auth import Unauthorized
-from flask_login import LoginManager
 from common import settings
 from api.utils.api_utils import server_error_response
 from api.constants import API_VERSION
+from common.misc_utils import get_uuid
+
+settings.init_settings()
 
 __all__ = ["app"]
 
 Request.json = property(lambda self: self.get_json(force=True, silent=True))
 
-app = Flask(__name__)
+app = Quart(__name__)
+app = cors(app, allow_origin="*")
 smtp_mail_server = Mail()
 
 # Add this at the beginning of your file to configure Swagger UI
@@ -76,7 +78,6 @@ swagger = Swagger(
     },
 )
 
-CORS(app, supports_credentials=True, max_age=2592000)
 app.url_map.strict_slashes = False
 app.json_encoder = CustomJSONEncoder
 app.errorhandler(Exception)(server_error_response)
@@ -84,17 +85,143 @@ app.errorhandler(Exception)(server_error_response)
 ## convince for dev and debug
 # app.config["LOGIN_DISABLED"] = True
 app.config["SESSION_PERMANENT"] = False
-app.config["SESSION_TYPE"] = "filesystem"
+app.config["SESSION_TYPE"] = "redis"
+app.config["SESSION_REDIS"] = settings.decrypt_database_config(name="redis")
 app.config["MAX_CONTENT_LENGTH"] = int(
     os.environ.get("MAX_CONTENT_LENGTH", 1024 * 1024 * 1024)
 )
-
+app.config['SECRET_KEY'] = settings.SECRET_KEY
-Session(app)
+app.secret_key = settings.SECRET_KEY
-login_manager = LoginManager()
-login_manager.init_app(app)
-
 commands.register_commands(app)
 
+from functools import wraps
+from typing import ParamSpec, TypeVar
+from collections.abc import Awaitable, Callable
+from werkzeug.local import LocalProxy
+
+T = TypeVar("T")
+P = ParamSpec("P")
+
+def _load_user():
+    jwt = Serializer(secret_key=settings.SECRET_KEY)
+    authorization = request.headers.get("Authorization")
+    g.user = None
+    if not authorization:
+        return
+
+    try:
+        access_token = str(jwt.loads(authorization))
+
+        if not access_token or not access_token.strip():
+            logging.warning("Authentication attempt with empty access token")
+            return None
+
+        # Access tokens should be UUIDs (32 hex characters)
+        if len(access_token.strip()) < 32:
+            logging.warning(f"Authentication attempt with invalid token format: {len(access_token)} chars")
+            return None
+
+        user = UserService.query(
+            access_token=access_token, status=StatusEnum.VALID.value
+        )
+        if user:
+            if not user[0].access_token or not user[0].access_token.strip():
+                logging.warning(f"User {user[0].email} has empty access_token in database")
+                return None
+            g.user = user[0]
+            return user[0]
+    except Exception as e:
+        logging.warning(f"load_user got exception {e}")
+
+
+current_user = LocalProxy(_load_user)
+
+
+def login_required(func: Callable[P, Awaitable[T]]) -> Callable[P, Awaitable[T]]:
+    """A decorator to restrict route access to authenticated users.
+
+    This should be used to wrap a route handler (or view function) to
+    enforce that only authenticated requests can access it. Note that
+    it is important that this decorator be wrapped by the route
+    decorator and not vice, versa, as below.
+
+    .. code-block:: python
+
+        @app.route('/')
+        @login_required
+        async def index():
+            ...
+
+    If the request is not authenticated a
+    `quart.exceptions.Unauthorized` exception will be raised.
+
+    """
+
+    @wraps(func)
+    async def wrapper(*args: P.args, **kwargs: P.kwargs) -> T:
+        if not current_user:# or not session.get("_user_id"):
+            raise Unauthorized()
+        else:
+            return await current_app.ensure_async(func)(*args, **kwargs)
+
+    return wrapper
+
+
+def login_user(user, remember=False, duration=None, force=False, fresh=True):
+    """
+    Logs a user in. You should pass the actual user object to this. If the
+    user's `is_active` property is ``False``, they will not be logged in
+    unless `force` is ``True``.
+
+    This will return ``True`` if the log in attempt succeeds, and ``False`` if
+    it fails (i.e. because the user is inactive).
+
+    :param user: The user object to log in.
+    :type user: object
+    :param remember: Whether to remember the user after their session expires.
+        Defaults to ``False``.
+    :type remember: bool
+    :param duration: The amount of time before the remember cookie expires. If
+        ``None`` the value set in the settings is used. Defaults to ``None``.
+    :type duration: :class:`datetime.timedelta`
+    :param force: If the user is inactive, setting this to ``True`` will log
+        them in regardless. Defaults to ``False``.
+    :type force: bool
+    :param fresh: setting this to ``False`` will log in the user with a session
+        marked as not "fresh". Defaults to ``True``.
+    :type fresh: bool
+    """
+    if not force and not user.is_active:
+        return False
+
+    session["_user_id"] = user.id
+    session["_fresh"] = fresh
+    session["_id"] = get_uuid()
+    return True
+
+
+def logout_user():
+    """
+    Logs a user out. (You do not need to pass the actual user.) This will
+    also clean up the remember me cookie if it exists.
+    """
+    if "_user_id" in session:
+        session.pop("_user_id")
+
+    if "_fresh" in session:
+        session.pop("_fresh")
+
+    if "_id" in session:
+        session.pop("_id")
+
+    COOKIE_NAME = "remember_token"
+    cookie_name = current_app.config.get("REMEMBER_COOKIE_NAME", COOKIE_NAME)
+    if cookie_name in request.cookies:
+        session["_remember"] = "clear"
+        if "_remember_seconds" in session:
+            session.pop("_remember_seconds")
+
+    return True
 
 def search_pages_path(page_path):
     app_path_list = [
@@ -142,40 +269,6 @@ client_urls_prefix = [
 ]
 
 
-@login_manager.request_loader
-def load_user(web_request):
-    jwt = Serializer(secret_key=settings.SECRET_KEY)
-    authorization = web_request.headers.get("Authorization")
-    if authorization:
-        try:
-            access_token = str(jwt.loads(authorization))
-
-            if not access_token or not access_token.strip():
-                logging.warning("Authentication attempt with empty access token")
-                return None
-
-            # Access tokens should be UUIDs (32 hex characters)
-            if len(access_token.strip()) < 32:
-                logging.warning(f"Authentication attempt with invalid token format: {len(access_token)} chars")
-                return None
-
-            user = UserService.query(
-                access_token=access_token, status=StatusEnum.VALID.value
-            )
-            if user:
-                if not user[0].access_token or not user[0].access_token.strip():
-                    logging.warning(f"User {user[0].email} has empty access_token in database")
-                    return None
-                return user[0]
-            else:
-                return None
-        except Exception as e:
-            logging.warning(f"load_user got exception {e}")
-            return None
-    else:
-        return None
-
-
 @app.teardown_request
 def _db_close(exception):
     if exception:

api/apps/api_app.py

@@ -14,20 +14,20 @@
 #  limitations under the License.
 #
 from datetime import datetime, timedelta
-from flask import request
+from quart import request
-from flask_login import login_required, current_user
 from api.db.db_models import APIToken
 from api.db.services.api_service import APITokenService, API4ConversationService
 from api.db.services.user_service import UserTenantService
 from api.utils.api_utils import server_error_response, get_data_error_result, get_json_result, validate_request, \
     generate_confirmation_token
 from common.time_utils import current_timestamp, datetime_format
+from api.apps import login_required, current_user
 
 
 @manager.route('/new_token', methods=['POST'])  # noqa: F821
 @login_required
-def new_token():
+async def new_token():
-    req = request.json
+    req = await request.json
     try:
         tenants = UserTenantService.query(user_id=current_user.id)
         if not tenants:
@@ -72,8 +72,8 @@ def token_list():
 @manager.route('/rm', methods=['POST'])  # noqa: F821
 @validate_request("tokens", "tenant_id")
 @login_required
-def rm():
+async def rm():
-    req = request.json
+    req = await request.json
     try:
         for token in req["tokens"]:
             APITokenService.filter_delete(
@@ -101,14 +101,18 @@ def stats():
                 "to_date",
                 datetime.now().strftime("%Y-%m-%d %H:%M:%S")),
             "agent" if "canvas_id" in request.args else None)
-        res = {
+
-            "pv": [(o["dt"], o["pv"]) for o in objs],
+        res = {"pv": [], "uv": [], "speed": [], "tokens": [], "round": [], "thumb_up": []}
-            "uv": [(o["dt"], o["uv"]) for o in objs],
+
-            "speed": [(o["dt"], float(o["tokens"]) / (float(o["duration"] + 0.1))) for o in objs],
+        for obj in objs:
-            "tokens": [(o["dt"], float(o["tokens"]) / 1000.) for o in objs],
+            dt = obj["dt"]
-            "round": [(o["dt"], o["round"]) for o in objs],
+            res["pv"].append((dt, obj["pv"]))
-            "thumb_up": [(o["dt"], o["thumb_up"]) for o in objs]
+            res["uv"].append((dt, obj["uv"]))
-        }
+            res["speed"].append((dt, float(obj["tokens"]) / (float(obj["duration"]) + 0.1))) # +0.1 to avoid division by zero
+            res["tokens"].append((dt, float(obj["tokens"]) / 1000.0)) # convert to thousands
+            res["round"].append((dt, obj["round"]))
+            res["thumb_up"].append((dt, obj["thumb_up"]))
+
         return get_json_result(data=res)
     except Exception as e:
         return server_error_response(e)

api/apps/canvas_app.py

@@ -18,12 +18,8 @@ import logging
 import re
 import sys
 from functools import partial
-
-import flask
 import trio
-from flask import request, Response
+from quart import request, Response, make_response
-from flask_login import login_required, current_user
-
 from agent.component import LLM
 from api.db import CanvasCategory, FileType
 from api.db.services.canvas_service import CanvasTemplateService, UserCanvasService, API4ConversationService
@@ -35,7 +31,8 @@ from api.db.services.user_service import TenantService
 from api.db.services.user_canvas_version import UserCanvasVersionService
 from common.constants import RetCode
 from common.misc_utils import get_uuid
-from api.utils.api_utils import get_json_result, server_error_response, validate_request, get_data_error_result
+from api.utils.api_utils import get_json_result, server_error_response, validate_request, get_data_error_result, \
+    request_json
 from agent.canvas import Canvas
 from peewee import MySQLDatabase, PostgresqlDatabase
 from api.db.db_models import APIToken, Task
@@ -46,6 +43,7 @@ from rag.flow.pipeline import Pipeline
 from rag.nlp import search
 from rag.utils.redis_conn import REDIS_CONN
 from common import settings
+from api.apps import login_required, current_user
 
 
 @manager.route('/templates', methods=['GET'])  # noqa: F821
@@ -57,8 +55,9 @@ def templates():
 @manager.route('/rm', methods=['POST'])  # noqa: F821
 @validate_request("canvas_ids")
 @login_required
-def rm():
+async def rm():
-    for i in request.json["canvas_ids"]:
+    req = await request_json()
+    for i in req["canvas_ids"]:
         if not UserCanvasService.accessible(i, current_user.id):
             return get_json_result(
                 data=False, message='Only owner of canvas authorized for this operation.',
@@ -70,8 +69,8 @@ def rm():
 @manager.route('/set', methods=['POST'])  # noqa: F821
 @validate_request("dsl", "title")
 @login_required
-def save():
+async def save():
-    req = request.json
+    req = await request_json()
     if not isinstance(req["dsl"], str):
         req["dsl"] = json.dumps(req["dsl"], ensure_ascii=False)
     req["dsl"] = json.loads(req["dsl"])
@@ -129,8 +128,8 @@ def getsse(canvas_id):
 @manager.route('/completion', methods=['POST'])  # noqa: F821
 @validate_request("id")
 @login_required
-def run():
+async def run():
-    req = request.json
+    req = await request_json()
     query = req.get("query", "")
     files = req.get("files", [])
     inputs = req.get("inputs", {})
@@ -160,10 +159,10 @@ def run():
     except Exception as e:
         return server_error_response(e)
 
-    def sse():
+    async def sse():
         nonlocal canvas, user_id
         try:
-            for ans in canvas.run(query=query, files=files, user_id=user_id, inputs=inputs):
+            async for ans in canvas.run(query=query, files=files, user_id=user_id, inputs=inputs):
                 yield "data:" + json.dumps(ans, ensure_ascii=False) + "\n\n"
 
             cvs.dsl = json.loads(str(canvas))
@@ -179,15 +178,15 @@ def run():
     resp.headers.add_header("Connection", "keep-alive")
     resp.headers.add_header("X-Accel-Buffering", "no")
     resp.headers.add_header("Content-Type", "text/event-stream; charset=utf-8")
-    resp.call_on_close(lambda: canvas.cancel_task())
+    #resp.call_on_close(lambda: canvas.cancel_task())
     return resp
 
 
 @manager.route('/rerun', methods=['POST'])  # noqa: F821
 @validate_request("id", "dsl", "component_id")
 @login_required
-def rerun():
+async def rerun():
-    req = request.json
+    req = await request_json()
     doc = PipelineOperationLogService.get_documents_info(req["id"])
     if not doc:
         return get_data_error_result(message="Document not found.")
@@ -224,8 +223,8 @@ def cancel(task_id):
 @manager.route('/reset', methods=['POST'])  # noqa: F821
 @validate_request("id")
 @login_required
-def reset():
+async def reset():
-    req = request.json
+    req = await request_json()
     if not UserCanvasService.accessible(req["id"], current_user.id):
         return get_json_result(
             data=False, message='Only owner of canvas authorized for this operation.',
@@ -245,7 +244,7 @@ def reset():
 
 
 @manager.route("/upload/<canvas_id>", methods=["POST"])  # noqa: F821
-def upload(canvas_id):
+async def upload(canvas_id):
     e, cvs = UserCanvasService.get_by_canvas_id(canvas_id)
     if not e:
         return get_data_error_result(message="canvas not found.")
@@ -311,7 +310,8 @@ def upload(canvas_id):
         except Exception as e:
             return  server_error_response(e)
 
-    file = request.files['file']
+    files = await request.files
+    file = files['file']
     try:
         DocumentService.check_doc_health(user_id, file.filename)
         return get_json_result(data=structured(file.filename, filename_type(file.filename), file.read(), file.content_type))
@@ -342,8 +342,8 @@ def input_form():
 @manager.route('/debug', methods=['POST'])  # noqa: F821
 @validate_request("id", "component_id", "params")
 @login_required
-def debug():
+async def debug():
-    req = request.json
+    req = await request_json()
     if not UserCanvasService.accessible(req["id"], current_user.id):
         return get_json_result(
             data=False, message='Only owner of canvas authorized for this operation.',
@@ -374,8 +374,8 @@ def debug():
 @manager.route('/test_db_connect', methods=['POST'])  # noqa: F821
 @validate_request("db_type", "database", "username", "host", "port", "password")
 @login_required
-def test_db_connect():
+async def test_db_connect():
-    req = request.json
+    req = await request_json()
     try:
         if req["db_type"] in ["mysql", "mariadb"]:
             db = MySQLDatabase(req["database"], user=req["username"], host=req["host"], port=req["port"],
@@ -519,8 +519,8 @@ def list_canvas():
 @manager.route('/setting', methods=['POST'])  # noqa: F821
 @validate_request("id", "title", "permission")
 @login_required
-def setting():
+async def setting():
-    req = request.json
+    req = await request_json()
     req["user_id"] = current_user.id
 
     if not UserCanvasService.accessible(req["id"], current_user.id):
@@ -601,8 +601,8 @@ def prompts():
 
 
 @manager.route('/download', methods=['GET'])  # noqa: F821
-def download():
+async def download():
     id = request.args.get("id")
     created_by = request.args.get("created_by")
     blob = FileService.get_blob(created_by, id)
-    return flask.make_response(blob)
+    return await make_response(blob)

api/apps/chunk_app.py

@@ -18,8 +18,7 @@ import json
 import re
 
 import xxhash
-from flask import request
+from quart import request
-from flask_login import current_user, login_required
 
 from api.db.services.dialog_service import meta_filter
 from api.db.services.document_service import DocumentService
@@ -27,7 +26,8 @@ from api.db.services.knowledgebase_service import KnowledgebaseService
 from api.db.services.llm_service import LLMBundle
 from api.db.services.search_service import SearchService
 from api.db.services.user_service import UserTenantService
-from api.utils.api_utils import get_data_error_result, get_json_result, server_error_response, validate_request
+from api.utils.api_utils import get_data_error_result, get_json_result, server_error_response, validate_request, \
+    request_json
 from rag.app.qa import beAdoc, rmPrefix
 from rag.app.tag import label_question
 from rag.nlp import rag_tokenizer, search
@@ -35,13 +35,14 @@ from rag.prompts.generator import gen_meta_filter, cross_languages, keyword_extr
 from common.string_utils import remove_redundant_spaces
 from common.constants import RetCode, LLMType, ParserType, PAGERANK_FLD
 from common import settings
+from api.apps import login_required, current_user
 
 
 @manager.route('/list', methods=['POST'])  # noqa: F821
 @login_required
 @validate_request("doc_id")
-def list_chunk():
+async def list_chunk():
-    req = request.json
+    req = await request_json()
     doc_id = req["doc_id"]
     page = int(req.get("page", 1))
     size = int(req.get("size", 30))
@@ -121,8 +122,8 @@ def get():
 @manager.route('/set', methods=['POST'])  # noqa: F821
 @login_required
 @validate_request("doc_id", "chunk_id", "content_with_weight")
-def set():
+async def set():
-    req = request.json
+    req = await request_json()
     d = {
         "id": req["chunk_id"],
         "content_with_weight": req["content_with_weight"]}
@@ -178,8 +179,8 @@ def set():
 @manager.route('/switch', methods=['POST'])  # noqa: F821
 @login_required
 @validate_request("chunk_ids", "available_int", "doc_id")
-def switch():
+async def switch():
-    req = request.json
+    req = await request_json()
     try:
         e, doc = DocumentService.get_by_id(req["doc_id"])
         if not e:
@@ -198,8 +199,8 @@ def switch():
 @manager.route('/rm', methods=['POST'])  # noqa: F821
 @login_required
 @validate_request("chunk_ids", "doc_id")
-def rm():
+async def rm():
-    req = request.json
+    req = await request_json()
     try:
         e, doc = DocumentService.get_by_id(req["doc_id"])
         if not e:
@@ -222,8 +223,8 @@ def rm():
 @manager.route('/create', methods=['POST'])  # noqa: F821
 @login_required
 @validate_request("doc_id", "content_with_weight")
-def create():
+async def create():
-    req = request.json
+    req = await request_json()
     chunck_id = xxhash.xxh64((req["content_with_weight"] + req["doc_id"]).encode("utf-8")).hexdigest()
     d = {"id": chunck_id, "content_ltks": rag_tokenizer.tokenize(req["content_with_weight"]),
          "content_with_weight": req["content_with_weight"]}
@@ -280,8 +281,8 @@ def create():
 @manager.route('/retrieval_test', methods=['POST'])  # noqa: F821
 @login_required
 @validate_request("kb_id", "question")
-def retrieval_test():
+async def retrieval_test():
-    req = request.json
+    req = await request_json()
     page = int(req.get("page", 1))
     size = int(req.get("size", 30))
     question = req["question"]

api/apps/connector_app.py

@@ -13,6 +13,7 @@
 #  See the License for the specific language governing permissions and
 #  limitations under the License.
 #
+import asyncio
 import json
 import logging
 import time
@@ -20,8 +21,7 @@ import uuid
 from html import escape
 from typing import Any
 
-from flask import make_response, request
+from quart import request, make_response
-from flask_login import current_user, login_required
 from google_auth_oauthlib.flow import Flow
 
 from api.db import InputType
@@ -32,12 +32,13 @@ from common.data_source.config import GOOGLE_DRIVE_WEB_OAUTH_REDIRECT_URI, Docum
 from common.data_source.google_util.constant import GOOGLE_DRIVE_WEB_OAUTH_POPUP_TEMPLATE, GOOGLE_SCOPES
 from common.misc_utils import get_uuid
 from rag.utils.redis_conn import REDIS_CONN
+from api.apps import login_required, current_user
 
 
 @manager.route("/set", methods=["POST"])  # noqa: F821
 @login_required
-def set_connector():
+async def set_connector():
-    req = request.json
+    req = await request.json
     if req.get("id"):
         conn = {fld: req[fld] for fld in ["prune_freq", "refresh_freq", "config", "timeout_secs"] if fld in req}
         ConnectorService.update_by_id(req["id"], conn)
@@ -57,7 +58,7 @@ def set_connector():
         }
         ConnectorService.save(**conn)
 
-    time.sleep(1)
+    await asyncio.sleep(1)
     e, conn = ConnectorService.get_by_id(req["id"])
 
     return get_json_result(data=conn.to_dict())
@@ -88,8 +89,8 @@ def list_logs(connector_id):
 
 @manager.route("/<connector_id>/resume", methods=["PUT"])  # noqa: F821
 @login_required
-def resume(connector_id):
+async def resume(connector_id):
-    req = request.json
+    req = await request.json
     if req.get("resume"):
         ConnectorService.resume(connector_id, TaskStatus.SCHEDULE)
     else:
@@ -100,8 +101,8 @@ def resume(connector_id):
 @manager.route("/<connector_id>/rebuild", methods=["PUT"])  # noqa: F821
 @login_required
 @validate_request("kb_id")
-def rebuild(connector_id):
+async def rebuild(connector_id):
-    req = request.json
+    req = await request.json
     err = ConnectorService.rebuild(req["kb_id"], connector_id, current_user.id)
     if err:
         return get_json_result(data=False, message=err, code=RetCode.SERVER_ERROR)
@@ -145,7 +146,7 @@ def _get_web_client_config(credentials: dict[str, Any]) -> dict[str, Any]:
     return {"web": web_section}
 
 
-def _render_web_oauth_popup(flow_id: str, success: bool, message: str):
+async def _render_web_oauth_popup(flow_id: str, success: bool, message: str):
     status = "success" if success else "error"
     auto_close = "window.close();" if success else ""
     escaped_message = escape(message)
@@ -163,7 +164,7 @@ def _render_web_oauth_popup(flow_id: str, success: bool, message: str):
         payload_json=payload_json,
         auto_close=auto_close,
     )
-    response = make_response(html, 200)
+    response = await make_response(html, 200)
     response.headers["Content-Type"] = "text/html; charset=utf-8"
     return response
 
@@ -171,14 +172,14 @@ def _render_web_oauth_popup(flow_id: str, success: bool, message: str):
 @manager.route("/google-drive/oauth/web/start", methods=["POST"])  # noqa: F821
 @login_required
 @validate_request("credentials")
-def start_google_drive_web_oauth():
+async def start_google_drive_web_oauth():
     if not GOOGLE_DRIVE_WEB_OAUTH_REDIRECT_URI:
         return get_json_result(
             code=RetCode.SERVER_ERROR,
             message="Google Drive OAuth redirect URI is not configured on the server.",
         )
 
-    req = request.json or {}
+    req = await request.json or {}
     raw_credentials = req.get("credentials", "")
     try:
         credentials = _load_credentials(raw_credentials)
@@ -230,31 +231,31 @@ def start_google_drive_web_oauth():
 
 
 @manager.route("/google-drive/oauth/web/callback", methods=["GET"])  # noqa: F821
-def google_drive_web_oauth_callback():
+async def google_drive_web_oauth_callback():
     state_id = request.args.get("state")
     error = request.args.get("error")
     error_description = request.args.get("error_description") or error
 
     if not state_id:
-        return _render_web_oauth_popup("", False, "Missing OAuth state parameter.")
+        return await _render_web_oauth_popup("", False, "Missing OAuth state parameter.")
 
     state_cache = REDIS_CONN.get(_web_state_cache_key(state_id))
     if not state_cache:
-        return _render_web_oauth_popup(state_id, False, "Authorization session expired. Please restart from the main window.")
+        return await _render_web_oauth_popup(state_id, False, "Authorization session expired. Please restart from the main window.")
 
     state_obj = json.loads(state_cache)
     client_config = state_obj.get("client_config")
     if not client_config:
         REDIS_CONN.delete(_web_state_cache_key(state_id))
-        return _render_web_oauth_popup(state_id, False, "Authorization session was invalid. Please retry.")
+        return await _render_web_oauth_popup(state_id, False, "Authorization session was invalid. Please retry.")
 
     if error:
         REDIS_CONN.delete(_web_state_cache_key(state_id))
-        return _render_web_oauth_popup(state_id, False, error_description or "Authorization was cancelled.")
+        return await _render_web_oauth_popup(state_id, False, error_description or "Authorization was cancelled.")
 
     code = request.args.get("code")
     if not code:
-        return _render_web_oauth_popup(state_id, False, "Missing authorization code from Google.")
+        return await _render_web_oauth_popup(state_id, False, "Missing authorization code from Google.")
 
     try:
         flow = Flow.from_client_config(client_config, scopes=GOOGLE_SCOPES[DocumentSource.GOOGLE_DRIVE])
@@ -263,7 +264,7 @@ def google_drive_web_oauth_callback():
     except Exception as exc:  # pragma: no cover - defensive
         logging.exception("Failed to exchange Google OAuth code: %s", exc)
         REDIS_CONN.delete(_web_state_cache_key(state_id))
-        return _render_web_oauth_popup(state_id, False, "Failed to exchange tokens with Google. Please retry.")
+        return await _render_web_oauth_popup(state_id, False, "Failed to exchange tokens with Google. Please retry.")
 
     creds_json = flow.credentials.to_json()
     result_payload = {
@@ -273,14 +274,14 @@ def google_drive_web_oauth_callback():
     REDIS_CONN.set_obj(_web_result_cache_key(state_id), result_payload, WEB_FLOW_TTL_SECS)
     REDIS_CONN.delete(_web_state_cache_key(state_id))
 
-    return _render_web_oauth_popup(state_id, True, "Authorization completed successfully.")
+    return await _render_web_oauth_popup(state_id, True, "Authorization completed successfully.")
 
 
 @manager.route("/google-drive/oauth/web/result", methods=["POST"])  # noqa: F821
 @login_required
 @validate_request("flow_id")
-def poll_google_drive_web_result():
+async def poll_google_drive_web_result():
-    req = request.json or {}
+    req = await request.json or {}
     flow_id = req.get("flow_id")
     cache_raw = REDIS_CONN.get(_web_result_cache_key(flow_id))
     if not cache_raw:

api/apps/conversation_app.py

@@ -17,8 +17,8 @@ import json
 import re
 import logging
 from copy import deepcopy
-from flask import Response, request
+from quart import Response, request
-from flask_login import current_user, login_required
+from api.apps import current_user, login_required
 from api.db.db_models import APIToken
 from api.db.services.conversation_service import ConversationService, structure_answer
 from api.db.services.dialog_service import DialogService, ask, chat, gen_mindmap
@@ -34,8 +34,8 @@ from common.constants import RetCode, LLMType
 
 @manager.route("/set", methods=["POST"])  # noqa: F821
 @login_required
-def set_conversation():
+async def set_conversation():
-    req = request.json
+    req = await request.json
     conv_id = req.get("conversation_id")
     is_new = req.get("is_new")
     name = req.get("name", "New conversation")
@@ -128,8 +128,9 @@ def getsse(dialog_id):
 
 @manager.route("/rm", methods=["POST"])  # noqa: F821
 @login_required
-def rm():
+async def rm():
-    conv_ids = request.json["conversation_ids"]
+    req = await request.json
+    conv_ids = req["conversation_ids"]
     try:
         for cid in conv_ids:
             exist, conv = ConversationService.get_by_id(cid)
@@ -165,8 +166,8 @@ def list_conversation():
 @manager.route("/completion", methods=["POST"])  # noqa: F821
 @login_required
 @validate_request("conversation_id", "messages")
-def completion():
+async def completion():
-    req = request.json
+    req = await request.json
     msg = []
     for m in req["messages"]:
         if m["role"] == "system":
@@ -250,8 +251,8 @@ def completion():
 
 @manager.route("/tts", methods=["POST"])  # noqa: F821
 @login_required
-def tts():
+async def tts():
-    req = request.json
+    req = await request.json
     text = req["text"]
 
     tenants = TenantService.get_info_by(current_user.id)
@@ -283,8 +284,8 @@ def tts():
 @manager.route("/delete_msg", methods=["POST"])  # noqa: F821
 @login_required
 @validate_request("conversation_id", "message_id")
-def delete_msg():
+async def delete_msg():
-    req = request.json
+    req = await request.json
     e, conv = ConversationService.get_by_id(req["conversation_id"])
     if not e:
         return get_data_error_result(message="Conversation not found!")
@@ -306,8 +307,8 @@ def delete_msg():
 @manager.route("/thumbup", methods=["POST"])  # noqa: F821
 @login_required
 @validate_request("conversation_id", "message_id")
-def thumbup():
+async def thumbup():
-    req = request.json
+    req = await request.json
     e, conv = ConversationService.get_by_id(req["conversation_id"])
     if not e:
         return get_data_error_result(message="Conversation not found!")
@@ -333,8 +334,8 @@ def thumbup():
 @manager.route("/ask", methods=["POST"])  # noqa: F821
 @login_required
 @validate_request("question", "kb_ids")
-def ask_about():
+async def ask_about():
-    req = request.json
+    req = await request.json
     uid = current_user.id
 
     search_id = req.get("search_id", "")
@@ -365,8 +366,8 @@ def ask_about():
 @manager.route("/mindmap", methods=["POST"])  # noqa: F821
 @login_required
 @validate_request("question", "kb_ids")
-def mindmap():
+async def mindmap():
-    req = request.json
+    req = await request.json
     search_id = req.get("search_id", "")
     search_app = SearchService.get_detail(search_id) if search_id else {}
     search_config = search_app.get("search_config", {}) if search_app else {}
@@ -383,8 +384,8 @@ def mindmap():
 @manager.route("/related_questions", methods=["POST"])  # noqa: F821
 @login_required
 @validate_request("question")
-def related_questions():
+async def related_questions():
-    req = request.json
+    req = await request.json
 
     search_id = req.get("search_id", "")
     search_config = {}

api/apps/dialog_app.py

@@ -14,8 +14,7 @@
 #  limitations under the License.
 #
 
-from flask import request
+from quart import request
-from flask_login import login_required, current_user
 from api.db.services import duplicate_name
 from api.db.services.dialog_service import DialogService
 from common.constants import StatusEnum
@@ -26,13 +25,14 @@ from api.utils.api_utils import server_error_response, get_data_error_result, va
 from common.misc_utils import get_uuid
 from common.constants import RetCode
 from api.utils.api_utils import get_json_result
+from api.apps import login_required, current_user
 
 
 @manager.route('/set', methods=['POST'])  # noqa: F821
 @validate_request("prompt_config")
 @login_required
-def set_dialog():
+async def set_dialog():
-    req = request.json
+    req = await request.json
     dialog_id = req.get("dialog_id", "")
     is_create = not dialog_id
     name = req.get("name", "New Dialog")
@@ -169,18 +169,19 @@ def list_dialogs():
 
 @manager.route('/next', methods=['POST'])  # noqa: F821
 @login_required
-def list_dialogs_next():
+async def list_dialogs_next():
-    keywords = request.args.get("keywords", "")
+    args = request.args
-    page_number = int(request.args.get("page", 0))
+    keywords = args.get("keywords", "")
-    items_per_page = int(request.args.get("page_size", 0))
+    page_number = int(args.get("page", 0))
-    parser_id = request.args.get("parser_id")
+    items_per_page = int(args.get("page_size", 0))
-    orderby = request.args.get("orderby", "create_time")
+    parser_id = args.get("parser_id")
-    if request.args.get("desc", "true").lower() == "false":
+    orderby = args.get("orderby", "create_time")
+    if args.get("desc", "true").lower() == "false":
         desc = False
     else:
         desc = True
 
-    req = request.get_json()
+    req = await request.get_json()
     owner_ids = req.get("owner_ids", [])
     try:
         if not owner_ids:
@@ -207,8 +208,8 @@ def list_dialogs_next():
 @manager.route('/rm', methods=['POST'])  # noqa: F821
 @login_required
 @validate_request("dialog_ids")
-def rm():
+async def rm():
-    req = request.json
+    req = await request.json
     dialog_list=[]
     tenants = UserTenantService.query(user_id=current_user.id)
     try:

api/apps/document_app.py

@@ -18,11 +18,8 @@ import os.path
 import pathlib
 import re
 from pathlib import Path
-
+from quart import request, make_response
-import flask
+from api.apps import current_user, login_required
-from flask import request
-from flask_login import current_user, login_required
-
 from api.common.check_team_permission import check_kb_team_permission
 from api.constants import FILE_NAME_LEN_LIMIT, IMG_BASE64_PREFIX
 from api.db import VALID_FILE_TYPES, FileType
@@ -39,7 +36,7 @@ from api.utils.api_utils import (
     get_data_error_result,
     get_json_result,
     server_error_response,
-    validate_request,
+    validate_request, request_json,
 )
 from api.utils.file_utils import filename_type, thumbnail
 from common.file_utils import get_project_base_directory
@@ -53,14 +50,16 @@ from common import settings
 @manager.route("/upload", methods=["POST"])  # noqa: F821
 @login_required
 @validate_request("kb_id")
-def upload():
+async def upload():
-    kb_id = request.form.get("kb_id")
+    form = await request.form
+    kb_id = form.get("kb_id")
     if not kb_id:
         return get_json_result(data=False, message='Lack of "KB ID"', code=RetCode.ARGUMENT_ERROR)
-    if "file" not in request.files:
+    files = await request.files
+    if "file" not in files:
         return get_json_result(data=False, message="No file part!", code=RetCode.ARGUMENT_ERROR)
 
-    file_objs = request.files.getlist("file")
+    file_objs = files.getlist("file")
     for file_obj in file_objs:
         if file_obj.filename == "":
             return get_json_result(data=False, message="No file selected!", code=RetCode.ARGUMENT_ERROR)
@@ -87,12 +86,13 @@ def upload():
 @manager.route("/web_crawl", methods=["POST"])  # noqa: F821
 @login_required
 @validate_request("kb_id", "name", "url")
-def web_crawl():
+async def web_crawl():
-    kb_id = request.form.get("kb_id")
+    form = await request.form
+    kb_id = form.get("kb_id")
     if not kb_id:
         return get_json_result(data=False, message='Lack of "KB ID"', code=RetCode.ARGUMENT_ERROR)
-    name = request.form.get("name")
+    name = form.get("name")
-    url = request.form.get("url")
+    url = form.get("url")
     if not is_valid_url(url):
         return get_json_result(data=False, message="The URL format is invalid", code=RetCode.ARGUMENT_ERROR)
     e, kb = KnowledgebaseService.get_by_id(kb_id)
@@ -152,8 +152,8 @@ def web_crawl():
 @manager.route("/create", methods=["POST"])  # noqa: F821
 @login_required
 @validate_request("name", "kb_id")
-def create():
+async def create():
-    req = request.json
+    req = await request_json()
     kb_id = req["kb_id"]
     if not kb_id:
         return get_json_result(data=False, message='Lack of "KB ID"', code=RetCode.ARGUMENT_ERROR)
@@ -208,7 +208,7 @@ def create():
 
 @manager.route("/list", methods=["POST"])  # noqa: F821
 @login_required
-def list_docs():
+async def list_docs():
     kb_id = request.args.get("kb_id")
     if not kb_id:
         return get_json_result(data=False, message='Lack of "KB ID"', code=RetCode.ARGUMENT_ERROR)
@@ -230,7 +230,7 @@ def list_docs():
     create_time_from = int(request.args.get("create_time_from", 0))
     create_time_to = int(request.args.get("create_time_to", 0))
 
-    req = request.get_json()
+    req = await request.get_json()
 
     run_status = req.get("run_status", [])
     if run_status:
@@ -270,8 +270,8 @@ def list_docs():
 
 @manager.route("/filter", methods=["POST"])  # noqa: F821
 @login_required
-def get_filter():
+async def get_filter():
-    req = request.get_json()
+    req = await request.get_json()
 
     kb_id = req.get("kb_id")
     if not kb_id:
@@ -308,8 +308,8 @@ def get_filter():
 
 @manager.route("/infos", methods=["POST"])  # noqa: F821
 @login_required
-def doc_infos():
+async def doc_infos():
-    req = request.json
+    req = await request_json()
     doc_ids = req["doc_ids"]
     for doc_id in doc_ids:
         if not DocumentService.accessible(doc_id, current_user.id):
@@ -340,8 +340,8 @@ def thumbnails():
 @manager.route("/change_status", methods=["POST"])  # noqa: F821
 @login_required
 @validate_request("doc_ids", "status")
-def change_status():
+async def change_status():
-    req = request.get_json()
+    req = await request.get_json()
     doc_ids = req.get("doc_ids", [])
     status = str(req.get("status", ""))
 
@@ -380,8 +380,8 @@ def change_status():
 @manager.route("/rm", methods=["POST"])  # noqa: F821
 @login_required
 @validate_request("doc_id")
-def rm():
+async def rm():
-    req = request.json
+    req = await request_json()
     doc_ids = req["doc_id"]
     if isinstance(doc_ids, str):
         doc_ids = [doc_ids]
@@ -401,8 +401,8 @@ def rm():
 @manager.route("/run", methods=["POST"])  # noqa: F821
 @login_required
 @validate_request("doc_ids", "run")
-def run():
+async def run():
-    req = request.json
+    req = await request_json()
     for doc_id in req["doc_ids"]:
         if not DocumentService.accessible(doc_id, current_user.id):
             return get_json_result(data=False, message="No authorization.", code=RetCode.AUTHENTICATION_ERROR)
@@ -448,8 +448,8 @@ def run():
 @manager.route("/rename", methods=["POST"])  # noqa: F821
 @login_required
 @validate_request("doc_id", "name")
-def rename():
+async def rename():
-    req = request.json
+    req = await request_json()
     if not DocumentService.accessible(req["doc_id"], current_user.id):
         return get_json_result(data=False, message="No authorization.", code=RetCode.AUTHENTICATION_ERROR)
     try:
@@ -495,14 +495,14 @@ def rename():
 
 @manager.route("/get/<doc_id>", methods=["GET"])  # noqa: F821
 # @login_required
-def get(doc_id):
+async def get(doc_id):
     try:
         e, doc = DocumentService.get_by_id(doc_id)
         if not e:
             return get_data_error_result(message="Document not found!")
 
         b, n = File2DocumentService.get_storage_address(doc_id=doc_id)
-        response = flask.make_response(settings.STORAGE_IMPL.get(b, n))
+        response = await make_response(settings.STORAGE_IMPL.get(b, n))
 
         ext = re.search(r"\.([^.]+)$", doc.name.lower())
         ext = ext.group(1) if ext else None
@@ -520,12 +520,12 @@ def get(doc_id):
 
 @manager.route("/download/<attachment_id>", methods=["GET"])  # noqa: F821
 @login_required
-def download_attachment(attachment_id):
+async def download_attachment(attachment_id):
     try:
         ext = request.args.get("ext", "markdown")
         data = settings.STORAGE_IMPL.get(current_user.id, attachment_id)
         # data = settings.STORAGE_IMPL.get("eb500d50bb0411f0907561d2782adda5", attachment_id)
-        response = flask.make_response(data)
+        response = await make_response(data)
         response.headers.set("Content-Type", CONTENT_TYPE_MAP.get(ext, f"application/{ext}"))
 
         return response
@@ -537,9 +537,9 @@ def download_attachment(attachment_id):
 @manager.route("/change_parser", methods=["POST"])  # noqa: F821
 @login_required
 @validate_request("doc_id")
-def change_parser():
+async def change_parser():
 
-    req = request.json
+    req = await request_json()
     if not DocumentService.accessible(req["doc_id"], current_user.id):
         return get_json_result(data=False, message="No authorization.", code=RetCode.AUTHENTICATION_ERROR)
 
@@ -590,13 +590,13 @@ def change_parser():
 
 @manager.route("/image/<image_id>", methods=["GET"])  # noqa: F821
 # @login_required
-def get_image(image_id):
+async def get_image(image_id):
     try:
         arr = image_id.split("-")
         if len(arr) != 2:
             return get_data_error_result(message="Image not found.")
         bkt, nm = image_id.split("-")
-        response = flask.make_response(settings.STORAGE_IMPL.get(bkt, nm))
+        response = await make_response(settings.STORAGE_IMPL.get(bkt, nm))
         response.headers.set("Content-Type", "image/JPEG")
         return response
     except Exception as e:
@@ -606,24 +606,25 @@ def get_image(image_id):
 @manager.route("/upload_and_parse", methods=["POST"])  # noqa: F821
 @login_required
 @validate_request("conversation_id")
-def upload_and_parse():
+async def upload_and_parse():
-    if "file" not in request.files:
+    files = await request.file
+    if "file" not in files:
         return get_json_result(data=False, message="No file part!", code=RetCode.ARGUMENT_ERROR)
 
-    file_objs = request.files.getlist("file")
+    file_objs = files.getlist("file")
     for file_obj in file_objs:
         if file_obj.filename == "":
             return get_json_result(data=False, message="No file selected!", code=RetCode.ARGUMENT_ERROR)
 
-    doc_ids = doc_upload_and_parse(request.form.get("conversation_id"), file_objs, current_user.id)
+    form = await request.form
-
+    doc_ids = doc_upload_and_parse(form.get("conversation_id"), file_objs, current_user.id)
     return get_json_result(data=doc_ids)
 
 
 @manager.route("/parse", methods=["POST"])  # noqa: F821
 @login_required
-def parse():
+async def parse():
-    url = request.json.get("url") if request.json else ""
+    url = await request.json.get("url") if await request.json else ""
     if url:
         if not is_valid_url(url):
             return get_json_result(data=False, message="The URL format is invalid", code=RetCode.ARGUMENT_ERROR)
@@ -664,10 +665,11 @@ def parse():
         txt = FileService.parse_docs([f], current_user.id)
         return get_json_result(data=txt)
 
-    if "file" not in request.files:
+    files = await request.files
+    if "file" not in files:
         return get_json_result(data=False, message="No file part!", code=RetCode.ARGUMENT_ERROR)
 
-    file_objs = request.files.getlist("file")
+    file_objs = files.getlist("file")
     txt = FileService.parse_docs(file_objs, current_user.id)
 
     return get_json_result(data=txt)
@@ -676,8 +678,8 @@ def parse():
 @manager.route("/set_meta", methods=["POST"])  # noqa: F821
 @login_required
 @validate_request("doc_id", "meta")
-def set_meta():
+async def set_meta():
-    req = request.json
+    req = await request_json()
     if not DocumentService.accessible(req["doc_id"], current_user.id):
         return get_json_result(data=False, message="No authorization.", code=RetCode.AUTHENTICATION_ERROR)
     try:

api/apps/file2document_app.py

@@ -19,8 +19,8 @@ from pathlib import Path
 from api.db.services.file2document_service import File2DocumentService
 from api.db.services.file_service import FileService
 
-from flask import request
+from quart import request
-from flask_login import login_required, current_user
+from api.apps import login_required, current_user
 from api.db.services.knowledgebase_service import KnowledgebaseService
 from api.utils.api_utils import server_error_response, get_data_error_result, validate_request
 from common.misc_utils import get_uuid
@@ -33,8 +33,8 @@ from api.utils.api_utils import get_json_result
 @manager.route('/convert', methods=['POST'])  # noqa: F821
 @login_required
 @validate_request("file_ids", "kb_ids")
-def convert():
+async def convert():
-    req = request.json
+    req = await request.json
     kb_ids = req["kb_ids"]
     file_ids = req["file_ids"]
     file2documents = []
@@ -103,8 +103,8 @@ def convert():
 @manager.route('/rm', methods=['POST'])  # noqa: F821
 @login_required
 @validate_request("file_ids")
-def rm():
+async def rm():
-    req = request.json
+    req = await request.json
     file_ids = req["file_ids"]
     if not file_ids:
         return get_json_result(

api/apps/file_app.py

@@ -17,10 +17,8 @@ import logging
 import os
 import pathlib
 import re
-
+from quart import request, make_response
-import flask
+from api.apps import login_required, current_user
-from flask import request
-from flask_login import login_required, current_user
 
 from api.common.check_team_permission import check_file_team_permission
 from api.db.services.document_service import DocumentService
@@ -40,17 +38,19 @@ from common import settings
 @manager.route('/upload', methods=['POST'])  # noqa: F821
 @login_required
 # @validate_request("parent_id")
-def upload():
+async def upload():
-    pf_id = request.form.get("parent_id")
+    form = await request.form
+    pf_id = form.get("parent_id")
 
     if not pf_id:
         root_folder = FileService.get_root_folder(current_user.id)
         pf_id = root_folder["id"]
 
-    if 'file' not in request.files:
+    files = await request.files
+    if 'file' not in files:
         return get_json_result(
             data=False, message='No file part!', code=RetCode.ARGUMENT_ERROR)
-    file_objs = request.files.getlist('file')
+    file_objs = files.getlist('file')
 
     for file_obj in file_objs:
         if file_obj.filename == '':
@@ -123,10 +123,10 @@ def upload():
 @manager.route('/create', methods=['POST'])  # noqa: F821
 @login_required
 @validate_request("name")
-def create():
+async def create():
-    req = request.json
+    req = await request.json
-    pf_id = request.json.get("parent_id")
+    pf_id = await request.json.get("parent_id")
-    input_file_type = request.json.get("type")
+    input_file_type = await request.json.get("type")
     if not pf_id:
         root_folder = FileService.get_root_folder(current_user.id)
         pf_id = root_folder["id"]
@@ -238,8 +238,8 @@ def get_all_parent_folders():
 @manager.route("/rm", methods=["POST"])  # noqa: F821
 @login_required
 @validate_request("file_ids")
-def rm():
+async def rm():
-    req = request.json
+    req = await request.json
     file_ids = req["file_ids"]
 
     def _delete_single_file(file):
@@ -299,8 +299,8 @@ def rm():
 @manager.route('/rename', methods=['POST'])  # noqa: F821
 @login_required
 @validate_request("file_id", "name")
-def rename():
+async def rename():
-    req = request.json
+    req = await request.json
     try:
         e, file = FileService.get_by_id(req["file_id"])
         if not e:
@@ -338,7 +338,7 @@ def rename():
 
 @manager.route('/get/<file_id>', methods=['GET'])  # noqa: F821
 @login_required
-def get(file_id):
+async def get(file_id):
     try:
         e, file = FileService.get_by_id(file_id)
         if not e:
@@ -351,7 +351,7 @@ def get(file_id):
             b, n = File2DocumentService.get_storage_address(file_id=file_id)
             blob = settings.STORAGE_IMPL.get(b, n)
 
-        response = flask.make_response(blob)
+        response = await make_response(blob)
         ext = re.search(r"\.([^.]+)$", file.name.lower())
         ext = ext.group(1) if ext else None
         if ext:
@@ -368,8 +368,8 @@ def get(file_id):
 @manager.route("/mv", methods=["POST"])  # noqa: F821
 @login_required
 @validate_request("src_file_ids", "dest_file_id")
-def move():
+async def move():
-    req = request.json
+    req = await request.json
     try:
         file_ids = req["src_file_ids"]
         dest_parent_id = req["dest_file_id"]

api/apps/kb_app.py

@@ -18,11 +18,9 @@ import logging
 import random
 import re
 
-from flask import request
+from quart import request
-from flask_login import login_required, current_user
 import numpy as np
 
-
 from api.db.services.connector_service import Connector2KbService
 from api.db.services.llm_service import LLMBundle
 from api.db.services.document_service import DocumentService, queue_raptor_o_graphrag_tasks
@@ -31,7 +29,8 @@ from api.db.services.file_service import FileService
 from api.db.services.pipeline_operation_log_service import PipelineOperationLogService
 from api.db.services.task_service import TaskService, GRAPH_RAPTOR_FAKE_DOC_ID
 from api.db.services.user_service import TenantService, UserTenantService
-from api.utils.api_utils import get_error_data_result, server_error_response, get_data_error_result, validate_request, not_allowed_parameters
+from api.utils.api_utils import get_error_data_result, server_error_response, get_data_error_result, validate_request, not_allowed_parameters, \
+    request_json
 from api.db import VALID_FILE_TYPES
 from api.db.services.knowledgebase_service import KnowledgebaseService
 from api.db.db_models import File
@@ -42,27 +41,28 @@ from rag.utils.redis_conn import REDIS_CONN
 from rag.utils.doc_store_conn import OrderByExpr
 from common.constants import RetCode, PipelineTaskType, StatusEnum, VALID_TASK_STATUS, FileSource, LLMType, PAGERANK_FLD
 from common import settings
+from api.apps import login_required, current_user
+
 
 @manager.route('/create', methods=['post'])  # noqa: F821
 @login_required
 @validate_request("name")
-def create():
+async def create():
-    req = request.json
+    req = await request_json()
-    req = KnowledgebaseService.create_with_name(
+    e, res = KnowledgebaseService.create_with_name(
         name = req.pop("name", None),
         tenant_id = current_user.id,
         parser_id = req.pop("parser_id", None),
         **req
     )
 
-    code = req.get("code")
+    if not e:
-    if code:
+        return res
-        return get_data_error_result(code=code, message=req.get("message"))
 
     try:
-        if not KnowledgebaseService.save(**req):
+        if not KnowledgebaseService.save(**res):
             return get_data_error_result()
-        return get_json_result(data={"kb_id":req["id"]})
+        return get_json_result(data={"kb_id":res["id"]})
     except Exception as e:
         return server_error_response(e)
 
@@ -71,8 +71,8 @@ def create():
 @login_required
 @validate_request("kb_id", "name", "description", "parser_id")
 @not_allowed_parameters("id", "tenant_id", "created_by", "create_time", "update_time", "create_date", "update_date", "created_by")
-def update():
+async def update():
-    req = request.json
+    req = await request_json()
     if not isinstance(req["name"], str):
         return get_data_error_result(message="Dataset name must be string.")
     if req["name"].strip() == "":
@@ -170,18 +170,19 @@ def detail():
 
 @manager.route('/list', methods=['POST'])  # noqa: F821
 @login_required
-def list_kbs():
+async def list_kbs():
-    keywords = request.args.get("keywords", "")
+    args = request.args
-    page_number = int(request.args.get("page", 0))
+    keywords = args.get("keywords", "")
-    items_per_page = int(request.args.get("page_size", 0))
+    page_number = int(args.get("page", 0))
-    parser_id = request.args.get("parser_id")
+    items_per_page = int(args.get("page_size", 0))
-    orderby = request.args.get("orderby", "create_time")
+    parser_id = args.get("parser_id")
-    if request.args.get("desc", "true").lower() == "false":
+    orderby = args.get("orderby", "create_time")
+    if args.get("desc", "true").lower() == "false":
         desc = False
     else:
         desc = True
 
-    req = request.get_json()
+    req = await request_json()
     owner_ids = req.get("owner_ids", [])
     try:
         if not owner_ids:
@@ -203,11 +204,12 @@ def list_kbs():
     except Exception as e:
         return server_error_response(e)
 
+
 @manager.route('/rm', methods=['post'])  # noqa: F821
 @login_required
 @validate_request("kb_id")
-def rm():
+async def rm():
-    req = request.json
+    req = await request_json()
     if not KnowledgebaseService.accessible4deletion(req["kb_id"], current_user.id):
         return get_json_result(
             data=False,
@@ -283,8 +285,8 @@ def list_tags_from_kbs():
 
 @manager.route('/<kb_id>/rm_tags', methods=['POST'])  # noqa: F821
 @login_required
-def rm_tags(kb_id):
+async def rm_tags(kb_id):
-    req = request.json
+    req = await request_json()
     if not KnowledgebaseService.accessible(kb_id, current_user.id):
         return get_json_result(
             data=False,
@@ -303,8 +305,8 @@ def rm_tags(kb_id):
 
 @manager.route('/<kb_id>/rename_tag', methods=['POST'])  # noqa: F821
 @login_required
-def rename_tags(kb_id):
+async def rename_tags(kb_id):
-    req = request.json
+    req = await request_json()
     if not KnowledgebaseService.accessible(kb_id, current_user.id):
         return get_json_result(
             data=False,
@@ -407,7 +409,7 @@ def get_basic_info():
 
 @manager.route("/list_pipeline_logs", methods=["POST"])  # noqa: F821
 @login_required
-def list_pipeline_logs():
+async def list_pipeline_logs():
     kb_id = request.args.get("kb_id")
     if not kb_id:
         return get_json_result(data=False, message='Lack of "KB ID"', code=RetCode.ARGUMENT_ERROR)
@@ -426,7 +428,7 @@ def list_pipeline_logs():
     if create_date_to > create_date_from:
         return get_data_error_result(message="Create data filter is abnormal.")
 
-    req = request.get_json()
+    req = await request_json()
 
     operation_status = req.get("operation_status", [])
     if operation_status:
@@ -451,7 +453,7 @@ def list_pipeline_logs():
 
 @manager.route("/list_pipeline_dataset_logs", methods=["POST"])  # noqa: F821
 @login_required
-def list_pipeline_dataset_logs():
+async def list_pipeline_dataset_logs():
     kb_id = request.args.get("kb_id")
     if not kb_id:
         return get_json_result(data=False, message='Lack of "KB ID"', code=RetCode.ARGUMENT_ERROR)
@@ -468,7 +470,7 @@ def list_pipeline_dataset_logs():
     if create_date_to > create_date_from:
         return get_data_error_result(message="Create data filter is abnormal.")
 
-    req = request.get_json()
+    req = await request_json()
 
     operation_status = req.get("operation_status", [])
     if operation_status:
@@ -485,12 +487,12 @@ def list_pipeline_dataset_logs():
 
 @manager.route("/delete_pipeline_logs", methods=["POST"])  # noqa: F821
 @login_required
-def delete_pipeline_logs():
+async def delete_pipeline_logs():
     kb_id = request.args.get("kb_id")
     if not kb_id:
         return get_json_result(data=False, message='Lack of "KB ID"', code=RetCode.ARGUMENT_ERROR)
 
-    req = request.get_json()
+    req = await request_json()
     log_ids = req.get("log_ids", [])
 
     PipelineOperationLogService.delete_by_ids(log_ids)
@@ -514,8 +516,8 @@ def pipeline_log_detail():
 
 @manager.route("/run_graphrag", methods=["POST"])  # noqa: F821
 @login_required
-def run_graphrag():
+async def run_graphrag():
-    req = request.json
+    req = await request_json()
 
     kb_id = req.get("kb_id", "")
     if not kb_id:
@@ -583,8 +585,8 @@ def trace_graphrag():
 
 @manager.route("/run_raptor", methods=["POST"])  # noqa: F821
 @login_required
-def run_raptor():
+async def run_raptor():
-    req = request.json
+    req = await request_json()
 
     kb_id = req.get("kb_id", "")
     if not kb_id:
@@ -652,8 +654,8 @@ def trace_raptor():
 
 @manager.route("/run_mindmap", methods=["POST"])  # noqa: F821
 @login_required
-def run_mindmap():
+async def run_mindmap():
-    req = request.json
+    req = await request_json()
 
     kb_id = req.get("kb_id", "")
     if not kb_id:
@@ -768,7 +770,7 @@ def delete_kb_task():
 
 @manager.route("/check_embedding", methods=["post"])  # noqa: F821
 @login_required
-def check_embedding():
+async def check_embedding():
 
     def _guess_vec_field(src: dict) -> str | None:
         for k in src or {}:
@@ -819,7 +821,7 @@ def check_embedding():
             return []
 
         n = min(n, total)
-        offsets = sorted(random.sample(range(total), n))
+        offsets = sorted(random.sample(range(min(total,1000)), n))
         out = []
 
         for off in offsets:
@@ -859,7 +861,7 @@ def check_embedding():
     def _clean(s: str) -> str:
         s = re.sub(r"</?(table|td|caption|tr|th)( [^<>]{0,12})?>", " ", s or "")
         return s if s else "None"
-    req = request.json
+    req = await request_json()
     kb_id = req.get("kb_id", "")
     embd_id = req.get("embd_id", "")
     n = int(req.get("check_num", 5))
@@ -884,6 +886,7 @@ def check_embedding():
 
         try:
             v, _ = emb_mdl.encode([title, txt_in])
+            assert len(v[1]) == len(ck["vector"]), f"The dimension ({len(v[1])}) of given embedding model is different from the original ({len(ck['vector'])})"
             sim_content = _cos_sim(v[1], ck["vector"])
             title_w = 0.1
             qv_mix = title_w * v[0] + (1 - title_w) * v[1]
@@ -893,8 +896,8 @@ def check_embedding():
             if sim_mix > sim:
                 sim = sim_mix
                 mode = "title+content"
-        except Exception:
+        except Exception as e:
-            return get_error_data_result(message="embedding failure")
+            return get_error_data_result(message=f"Embedding failure. {e}")
 
         eff_sims.append(sim)
         results.append({

api/apps/langfuse_app.py

@@ -15,8 +15,8 @@
 #
 
 
-from flask import request
+from quart import request
-from flask_login import current_user, login_required
+from api.apps import current_user, login_required
 from langfuse import Langfuse
 
 from api.db.db_models import DB
@@ -27,8 +27,8 @@ from api.utils.api_utils import get_error_data_result, get_json_result, server_e
 @manager.route("/api_key", methods=["POST", "PUT"])  # noqa: F821
 @login_required
 @validate_request("secret_key", "public_key", "host")
-def set_api_key():
+async def set_api_key():
-    req = request.get_json()
+    req = await request.get_json()
     secret_key = req.get("secret_key", "")
     public_key = req.get("public_key", "")
     host = req.get("host", "")

api/apps/llm_app.py

@@ -16,8 +16,9 @@
 import logging
 import json
 import os
-from flask import request
+from quart import request
-from flask_login import login_required, current_user
+
+from api.apps import login_required, current_user
 from api.db.services.tenant_llm_service import LLMFactoriesService, TenantLLMService
 from api.db.services.llm_service import LLMService
 from api.utils.api_utils import server_error_response, get_data_error_result, validate_request
@@ -52,8 +53,8 @@ def factories():
 @manager.route("/set_api_key", methods=["POST"])  # noqa: F821
 @login_required
 @validate_request("llm_factory", "api_key")
-def set_api_key():
+async def set_api_key():
-    req = request.json
+    req = await request.json
     # test if api key works
     chat_passed, embd_passed, rerank_passed = False, False, False
     factory = req["llm_factory"]
@@ -122,8 +123,8 @@ def set_api_key():
 @manager.route("/add_llm", methods=["POST"])  # noqa: F821
 @login_required
 @validate_request("llm_factory")
-def add_llm():
+async def add_llm():
-    req = request.json
+    req = await request.json
     factory = req["llm_factory"]
     api_key = req.get("api_key", "x")
     llm_name = req.get("llm_name")
@@ -142,11 +143,11 @@ def add_llm():
 
     elif factory == "Tencent Hunyuan":
         req["api_key"] = apikey_json(["hunyuan_sid", "hunyuan_sk"])
-        return set_api_key()
+        return await set_api_key()
 
     elif factory == "Tencent Cloud":
         req["api_key"] = apikey_json(["tencent_cloud_sid", "tencent_cloud_sk"])
-        return set_api_key()
+        return await set_api_key()
 
     elif factory == "Bedrock":
         # For Bedrock, due to its special authentication method
@@ -267,8 +268,8 @@ def add_llm():
 @manager.route("/delete_llm", methods=["POST"])  # noqa: F821
 @login_required
 @validate_request("llm_factory", "llm_name")
-def delete_llm():
+async def delete_llm():
-    req = request.json
+    req = await request.json
     TenantLLMService.filter_delete([TenantLLM.tenant_id == current_user.id, TenantLLM.llm_factory == req["llm_factory"], TenantLLM.llm_name == req["llm_name"]])
     return get_json_result(data=True)
 
@@ -276,8 +277,8 @@ def delete_llm():
 @manager.route("/enable_llm", methods=["POST"])  # noqa: F821
 @login_required
 @validate_request("llm_factory", "llm_name")
-def enable_llm():
+async def enable_llm():
-    req = request.json
+    req = await request.json
     TenantLLMService.filter_update(
         [TenantLLM.tenant_id == current_user.id, TenantLLM.llm_factory == req["llm_factory"], TenantLLM.llm_name == req["llm_name"]], {"status": str(req.get("status", "1"))}
     )
@@ -287,8 +288,8 @@ def enable_llm():
 @manager.route("/delete_factory", methods=["POST"])  # noqa: F821
 @login_required
 @validate_request("llm_factory")
-def delete_factory():
+async def delete_factory():
-    req = request.json
+    req = await request.json
     TenantLLMService.filter_delete([TenantLLM.tenant_id == current_user.id, TenantLLM.llm_factory == req["llm_factory"]])
     return get_json_result(data=True)
 

api/apps/mcp_server_app.py

@@ -13,8 +13,8 @@
 #  See the License for the specific language governing permissions and
 #  limitations under the License.
 #
-from flask import Response, request
+from quart import Response, request
-from flask_login import current_user, login_required
+from api.apps import current_user, login_required
 
 from api.db.db_models import MCPServer
 from api.db.services.mcp_server_service import MCPServerService
@@ -30,7 +30,7 @@ from common.mcp_tool_call_conn import MCPToolCallSession, close_multiple_mcp_too
 
 @manager.route("/list", methods=["POST"])  # noqa: F821
 @login_required
-def list_mcp() -> Response:
+async def list_mcp() -> Response:
     keywords = request.args.get("keywords", "")
     page_number = int(request.args.get("page", 0))
     items_per_page = int(request.args.get("page_size", 0))
@@ -40,7 +40,7 @@ def list_mcp() -> Response:
     else:
         desc = True
 
-    req = request.get_json()
+    req = await request.get_json()
     mcp_ids = req.get("mcp_ids", [])
     try:
         servers = MCPServerService.get_servers(current_user.id, mcp_ids, 0, 0, orderby, desc, keywords) or []
@@ -72,8 +72,8 @@ def detail() -> Response:
 @manager.route("/create", methods=["POST"])  # noqa: F821
 @login_required
 @validate_request("name", "url", "server_type")
-def create() -> Response:
+async def create() -> Response:
-    req = request.get_json()
+    req = await request.get_json()
 
     server_type = req.get("server_type", "")
     if server_type not in VALID_MCP_SERVER_TYPES:
@@ -127,8 +127,8 @@ def create() -> Response:
 @manager.route("/update", methods=["POST"])  # noqa: F821
 @login_required
 @validate_request("mcp_id")
-def update() -> Response:
+async def update() -> Response:
-    req = request.get_json()
+    req = await request.get_json()
 
     mcp_id = req.get("mcp_id", "")
     e, mcp_server = MCPServerService.get_by_id(mcp_id)
@@ -183,8 +183,8 @@ def update() -> Response:
 @manager.route("/rm", methods=["POST"])  # noqa: F821
 @login_required
 @validate_request("mcp_ids")
-def rm() -> Response:
+async def rm() -> Response:
-    req = request.get_json()
+    req = await request.get_json()
     mcp_ids = req.get("mcp_ids", [])
 
     try:
@@ -201,8 +201,8 @@ def rm() -> Response:
 @manager.route("/import", methods=["POST"])  # noqa: F821
 @login_required
 @validate_request("mcpServers")
-def import_multiple() -> Response:
+async def import_multiple() -> Response:
-    req = request.get_json()
+    req = await request.get_json()
     servers = req.get("mcpServers", {})
     if not servers:
         return get_data_error_result(message="No MCP servers provided.")
@@ -268,8 +268,8 @@ def import_multiple() -> Response:
 @manager.route("/export", methods=["POST"])  # noqa: F821
 @login_required
 @validate_request("mcp_ids")
-def export_multiple() -> Response:
+async def export_multiple() -> Response:
-    req = request.get_json()
+    req = await request.get_json()
     mcp_ids = req.get("mcp_ids", [])
 
     if not mcp_ids:
@@ -300,8 +300,8 @@ def export_multiple() -> Response:
 @manager.route("/list_tools", methods=["POST"])  # noqa: F821
 @login_required
 @validate_request("mcp_ids")
-def list_tools() -> Response:
+async def list_tools() -> Response:
-    req = request.get_json()
+    req = await request.get_json()
     mcp_ids = req.get("mcp_ids", [])
     if not mcp_ids:
         return get_data_error_result(message="No MCP server IDs provided.")
@@ -347,8 +347,8 @@ def list_tools() -> Response:
 @manager.route("/test_tool", methods=["POST"])  # noqa: F821
 @login_required
 @validate_request("mcp_id", "tool_name", "arguments")
-def test_tool() -> Response:
+async def test_tool() -> Response:
-    req = request.get_json()
+    req = await request.get_json()
     mcp_id = req.get("mcp_id", "")
     if not mcp_id:
         return get_data_error_result(message="No MCP server ID provided.")
@@ -380,8 +380,8 @@ def test_tool() -> Response:
 @manager.route("/cache_tools", methods=["POST"])  # noqa: F821
 @login_required
 @validate_request("mcp_id", "tools")
-def cache_tool() -> Response:
+async def cache_tool() -> Response:
-    req = request.get_json()
+    req = await request.get_json()
     mcp_id = req.get("mcp_id", "")
     if not mcp_id:
         return get_data_error_result(message="No MCP server ID provided.")
@@ -403,8 +403,8 @@ def cache_tool() -> Response:
 
 @manager.route("/test_mcp", methods=["POST"])  # noqa: F821
 @validate_request("url", "server_type")
-def test_mcp() -> Response:
+async def test_mcp() -> Response:
-    req = request.get_json()
+    req = await request.get_json()
 
     url = req.get("url", "")
     if not url:

api/apps/plugin_app.py

@@ -15,8 +15,8 @@
 #
 
 
-from flask import Response
+from quart import Response
-from flask_login import login_required
+from api.apps import login_required
 from api.utils.api_utils import get_json_result
 from plugin import GlobalPluginManager
 

api/apps/sdk/agents.py

@@ -27,7 +27,7 @@ from common.constants import RetCode
 from common.misc_utils import get_uuid
 from api.utils.api_utils import get_data_error_result, get_error_data_result, get_json_result, token_required
 from api.utils.api_utils import get_result
-from flask import request, Response
+from quart import request, Response
 
 
 @manager.route('/agents', methods=['GET'])  # noqa: F821
@@ -52,8 +52,8 @@ def list_agents(tenant_id):
 
 @manager.route("/agents", methods=["POST"])  # noqa: F821
 @token_required
-def create_agent(tenant_id: str):
+async def create_agent(tenant_id: str):
-    req: dict[str, Any] = cast(dict[str, Any], request.json)
+    req: dict[str, Any] = cast(dict[str, Any], await request.json)
     req["user_id"] = tenant_id
 
     if req.get("dsl") is not None:
@@ -89,8 +89,8 @@ def create_agent(tenant_id: str):
 
 @manager.route("/agents/<agent_id>", methods=["PUT"])  # noqa: F821
 @token_required
-def update_agent(tenant_id: str, agent_id: str):
+async def update_agent(tenant_id: str, agent_id: str):
-    req: dict[str, Any] = {k: v for k, v in cast(dict[str, Any], request.json).items() if v is not None}
+    req: dict[str, Any] = {k: v for k, v in cast(dict[str, Any], (await request.json)).items() if v is not None}
     req["user_id"] = tenant_id
 
     if req.get("dsl") is not None:
@@ -135,8 +135,8 @@ def delete_agent(tenant_id: str, agent_id: str):
 
 @manager.route('/webhook/<agent_id>', methods=['POST'])  # noqa: F821
 @token_required
-def webhook(tenant_id: str, agent_id: str):
+async def webhook(tenant_id: str, agent_id: str):
-    req = request.json
+    req = await request.json
     if not UserCanvasService.accessible(req["id"], tenant_id):
         return get_json_result(
             data=False, message='Only owner of canvas authorized for this operation.',

api/apps/sdk/chat.py

@@ -14,22 +14,20 @@
 #  limitations under the License.
 #
 import logging
-
+from quart import request
-from flask import request
-
 from api.db.services.dialog_service import DialogService
 from api.db.services.knowledgebase_service import KnowledgebaseService
 from api.db.services.tenant_llm_service import TenantLLMService
 from api.db.services.user_service import TenantService
 from common.misc_utils import get_uuid
 from common.constants import RetCode, StatusEnum
-from api.utils.api_utils import check_duplicate_ids, get_error_data_result, get_result, token_required
+from api.utils.api_utils import check_duplicate_ids, get_error_data_result, get_result, token_required, request_json
 
 
 @manager.route("/chats", methods=["POST"])  # noqa: F821
 @token_required
-def create(tenant_id):
+async def create(tenant_id):
-    req = request.json
+    req = await request_json()
     ids = [i for i in req.get("dataset_ids", []) if i]
     for kb_id in ids:
         kbs = KnowledgebaseService.accessible(kb_id=kb_id, user_id=tenant_id)
@@ -145,10 +143,10 @@ def create(tenant_id):
 
 @manager.route("/chats/<chat_id>", methods=["PUT"])  # noqa: F821
 @token_required
-def update(tenant_id, chat_id):
+async def update(tenant_id, chat_id):
     if not DialogService.query(tenant_id=tenant_id, id=chat_id, status=StatusEnum.VALID.value):
         return get_error_data_result(message="You do not own the chat")
-    req = request.json
+    req = await request_json()
     ids = req.get("dataset_ids", [])
     if "show_quotation" in req:
         req["do_refer"] = req.pop("show_quotation")
@@ -228,10 +226,10 @@ def update(tenant_id, chat_id):
 
 @manager.route("/chats", methods=["DELETE"])  # noqa: F821
 @token_required
-def delete(tenant_id):
+async def delete_chats(tenant_id):
     errors = []
     success_count = 0
-    req = request.json
+    req = await request_json()
     if not req:
         ids = None
     else:
@@ -251,8 +249,8 @@ def delete(tenant_id):
             errors.append(f"Assistant({id}) not found.")
             continue
         temp_dict = {"status": StatusEnum.INVALID.value}
-        DialogService.update_by_id(id, temp_dict)
+        success_count += DialogService.update_by_id(id, temp_dict)
-        success_count += 1
+        print(success_count, "$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$$", flush=True)
 
     if errors:
         if success_count > 0:

api/apps/sdk/dataset.py

@@ -18,7 +18,7 @@
 import logging
 import os
 import json
-from flask import request
+from quart import request
 from peewee import OperationalError
 from api.db.db_models import File
 from api.db.services.document_service import DocumentService, queue_raptor_o_graphrag_tasks
@@ -54,7 +54,7 @@ from common import settings
 
 @manager.route("/datasets", methods=["POST"])  # noqa: F821
 @token_required
-def create(tenant_id):
+async def create(tenant_id):
     """
     Create a new dataset.
     ---
@@ -116,16 +116,19 @@ def create(tenant_id):
     # | embedding_model| embd_id     |
     # | chunk_method   | parser_id   |
 
-    req, err = validate_and_parse_json_request(request, CreateDatasetReq)
+    req, err = await validate_and_parse_json_request(request, CreateDatasetReq)
     if err is not None:
         return get_error_argument_result(err)
-    req = KnowledgebaseService.create_with_name(
+    e, req = KnowledgebaseService.create_with_name(
         name = req.pop("name", None),
         tenant_id = tenant_id,
         parser_id = req.pop("parser_id", None),
         **req
     )
 
+    if not e:
+        return req
+
     # Insert embedding model(embd id)
     ok, t = TenantService.get_by_id(tenant_id)
     if not ok:
@@ -152,7 +155,7 @@ def create(tenant_id):
 
 @manager.route("/datasets", methods=["DELETE"])  # noqa: F821
 @token_required
-def delete(tenant_id):
+async def delete(tenant_id):
     """
     Delete datasets.
     ---
@@ -190,7 +193,7 @@ def delete(tenant_id):
         schema:
           type: object
     """
-    req, err = validate_and_parse_json_request(request, DeleteDatasetReq)
+    req, err = await validate_and_parse_json_request(request, DeleteDatasetReq)
     if err is not None:
         return get_error_argument_result(err)
 
@@ -250,7 +253,7 @@ def delete(tenant_id):
 
 @manager.route("/datasets/<dataset_id>", methods=["PUT"])  # noqa: F821
 @token_required
-def update(tenant_id, dataset_id):
+async def update(tenant_id, dataset_id):
     """
     Update a dataset.
     ---
@@ -316,7 +319,7 @@ def update(tenant_id, dataset_id):
     # | embedding_model| embd_id     |
     # | chunk_method   | parser_id   |
     extras = {"dataset_id": dataset_id}
-    req, err = validate_and_parse_json_request(request, UpdateDatasetReq, extras=extras, exclude_unset=True)
+    req, err = await validate_and_parse_json_request(request, UpdateDatasetReq, extras=extras, exclude_unset=True)
     if err is not None:
         return get_error_argument_result(err)
 

api/apps/sdk/dify_retrieval.py

@@ -15,7 +15,7 @@
 #
 import logging
 
-from flask import request, jsonify
+from quart import request, jsonify
 
 from api.db.services.document_service import DocumentService
 from api.db.services.knowledgebase_service import KnowledgebaseService
@@ -29,7 +29,7 @@ from common import settings
 @manager.route('/dify/retrieval', methods=['POST'])  # noqa: F821
 @apikey_required
 @validate_request("knowledge_id", "query")
-def retrieval(tenant_id):
+async def retrieval(tenant_id):
     """
     Dify-compatible retrieval API
     ---
@@ -113,7 +113,7 @@ def retrieval(tenant_id):
       404:
         description: Knowledge base or document not found
     """
-    req = request.json
+    req = await request.json
     question = req["query"]
     kb_id = req["knowledge_id"]
     use_kg = req.get("use_kg", False)
@@ -131,12 +131,10 @@ def retrieval(tenant_id):
             return build_error_result(message="Knowledgebase not found!", code=RetCode.NOT_FOUND)
 
         embd_mdl = LLMBundle(kb.tenant_id, LLMType.EMBEDDING.value, llm_name=kb.embd_id)
-        print(metadata_condition)
+        if metadata_condition:
-        # print("after", convert_conditions(metadata_condition))
+            doc_ids.extend(meta_filter(metas, convert_conditions(metadata_condition)))
-        doc_ids.extend(meta_filter(metas, convert_conditions(metadata_condition)))
+        if not doc_ids and metadata_condition:
-        # print("doc_ids", doc_ids)
+            doc_ids = ["-999"]
-        if not doc_ids and metadata_condition is not None:
-            doc_ids = ['-999']
         ranks = settings.retriever.retrieval(
             question,
             embd_mdl,

api/apps/sdk/doc.py

@@ -20,7 +20,7 @@ import re
 from io import BytesIO
 
 import xxhash
-from flask import request, send_file
+from quart import request, send_file
 from peewee import OperationalError
 from pydantic import BaseModel, Field, validator
 
@@ -35,7 +35,8 @@ from api.db.services.llm_service import LLMBundle
 from api.db.services.tenant_llm_service import TenantLLMService
 from api.db.services.task_service import TaskService, queue_tasks
 from api.db.services.dialog_service import meta_filter, convert_conditions
-from api.utils.api_utils import check_duplicate_ids, construct_json_result, get_error_data_result, get_parser_config, get_result, server_error_response, token_required
+from api.utils.api_utils import check_duplicate_ids, construct_json_result, get_error_data_result, get_parser_config, get_result, server_error_response, token_required, \
+    request_json
 from rag.app.qa import beAdoc, rmPrefix
 from rag.app.tag import label_question
 from rag.nlp import rag_tokenizer, search
@@ -69,7 +70,7 @@ class Chunk(BaseModel):
 
 @manager.route("/datasets/<dataset_id>/documents", methods=["POST"])  # noqa: F821
 @token_required
-def upload(dataset_id, tenant_id):
+async def upload(dataset_id, tenant_id):
     """
     Upload documents to a dataset.
     ---
@@ -130,9 +131,11 @@ def upload(dataset_id, tenant_id):
                     type: string
                     description: Processing status.
     """
-    if "file" not in request.files:
+    form = await request.form
+    files = await request.files
+    if "file" not in files:
         return get_error_data_result(message="No file part!", code=RetCode.ARGUMENT_ERROR)
-    file_objs = request.files.getlist("file")
+    file_objs = files.getlist("file")
     for file_obj in file_objs:
         if file_obj.filename == "":
             return get_result(message="No file selected!", code=RetCode.ARGUMENT_ERROR)
@@ -155,7 +158,7 @@ def upload(dataset_id, tenant_id):
     e, kb = KnowledgebaseService.get_by_id(dataset_id)
     if not e:
         raise LookupError(f"Can't find the dataset with ID {dataset_id}!")
-    err, files = FileService.upload_document(kb, file_objs, tenant_id, parent_path=request.form.get("parent_path"))
+    err, files = FileService.upload_document(kb, file_objs, tenant_id, parent_path=form.get("parent_path"))
     if err:
         return get_result(message="\n".join(err), code=RetCode.SERVER_ERROR)
     # rename key's name
@@ -179,7 +182,7 @@ def upload(dataset_id, tenant_id):
 
 @manager.route("/datasets/<dataset_id>/documents/<document_id>", methods=["PUT"])  # noqa: F821
 @token_required
-def update_doc(tenant_id, dataset_id, document_id):
+async def update_doc(tenant_id, dataset_id, document_id):
     """
     Update a document within a dataset.
     ---
@@ -228,7 +231,7 @@ def update_doc(tenant_id, dataset_id, document_id):
         schema:
           type: object
     """
-    req = request.json
+    req = await request_json()
     if not KnowledgebaseService.query(id=dataset_id, tenant_id=tenant_id):
         return get_error_data_result(message="You don't own the dataset.")
     e, kb = KnowledgebaseService.get_by_id(dataset_id)
@@ -359,7 +362,7 @@ def update_doc(tenant_id, dataset_id, document_id):
 
 @manager.route("/datasets/<dataset_id>/documents/<document_id>", methods=["GET"])  # noqa: F821
 @token_required
-def download(tenant_id, dataset_id, document_id):
+async def download(tenant_id, dataset_id, document_id):
     """
     Download a document from a dataset.
     ---
@@ -409,10 +412,10 @@ def download(tenant_id, dataset_id, document_id):
         return construct_json_result(message="This file is empty.", code=RetCode.DATA_ERROR)
     file = BytesIO(file_stream)
     # Use send_file with a proper filename and MIME type
-    return send_file(
+    return await send_file(
         file,
         as_attachment=True,
-        download_name=doc[0].name,
+        attachment_filename=doc[0].name,
         mimetype="application/octet-stream",  # Set a default MIME type
     )
 
@@ -589,7 +592,7 @@ def list_docs(dataset_id, tenant_id):
 
 @manager.route("/datasets/<dataset_id>/documents", methods=["DELETE"])  # noqa: F821
 @token_required
-def delete(tenant_id, dataset_id):
+async def delete(tenant_id, dataset_id):
     """
     Delete documents from a dataset.
     ---
@@ -628,7 +631,7 @@ def delete(tenant_id, dataset_id):
     """
     if not KnowledgebaseService.accessible(kb_id=dataset_id, user_id=tenant_id):
         return get_error_data_result(message=f"You don't own the dataset {dataset_id}. ")
-    req = request.json
+    req = await request_json()
     if not req:
         doc_ids = None
     else:
@@ -699,7 +702,7 @@ def delete(tenant_id, dataset_id):
 
 @manager.route("/datasets/<dataset_id>/chunks", methods=["POST"])  # noqa: F821
 @token_required
-def parse(tenant_id, dataset_id):
+async def parse(tenant_id, dataset_id):
     """
     Start parsing documents into chunks.
     ---
@@ -738,7 +741,7 @@ def parse(tenant_id, dataset_id):
     """
     if not KnowledgebaseService.accessible(kb_id=dataset_id, user_id=tenant_id):
         return get_error_data_result(message=f"You don't own the dataset {dataset_id}.")
-    req = request.json
+    req = await request_json()
     if not req.get("document_ids"):
         return get_error_data_result("`document_ids` is required")
     doc_list = req.get("document_ids")
@@ -782,7 +785,7 @@ def parse(tenant_id, dataset_id):
 
 @manager.route("/datasets/<dataset_id>/chunks", methods=["DELETE"])  # noqa: F821
 @token_required
-def stop_parsing(tenant_id, dataset_id):
+async def stop_parsing(tenant_id, dataset_id):
     """
     Stop parsing documents into chunks.
     ---
@@ -821,7 +824,7 @@ def stop_parsing(tenant_id, dataset_id):
     """
     if not KnowledgebaseService.accessible(kb_id=dataset_id, user_id=tenant_id):
         return get_error_data_result(message=f"You don't own the dataset {dataset_id}.")
-    req = request.json
+    req = await request_json()
 
     if not req.get("document_ids"):
         return get_error_data_result("`document_ids` is required")
@@ -1023,7 +1026,7 @@ def list_chunks(tenant_id, dataset_id, document_id):
     "/datasets/<dataset_id>/documents/<document_id>/chunks", methods=["POST"]
 )
 @token_required
-def add_chunk(tenant_id, dataset_id, document_id):
+async def add_chunk(tenant_id, dataset_id, document_id):
     """
     Add a chunk to a document.
     ---
@@ -1093,7 +1096,7 @@ def add_chunk(tenant_id, dataset_id, document_id):
     if not doc:
         return get_error_data_result(message=f"You don't own the document {document_id}.")
     doc = doc[0]
-    req = request.json
+    req = await request_json()
     if not str(req.get("content", "")).strip():
         return get_error_data_result(message="`content` is required")
     if "important_keywords" in req:
@@ -1152,7 +1155,7 @@ def add_chunk(tenant_id, dataset_id, document_id):
     "datasets/<dataset_id>/documents/<document_id>/chunks", methods=["DELETE"]
 )
 @token_required
-def rm_chunk(tenant_id, dataset_id, document_id):
+async def rm_chunk(tenant_id, dataset_id, document_id):
     """
     Remove chunks from a document.
     ---
@@ -1199,7 +1202,7 @@ def rm_chunk(tenant_id, dataset_id, document_id):
     docs = DocumentService.get_by_ids([document_id])
     if not docs:
         raise LookupError(f"Can't find the document with ID {document_id}!")
-    req = request.json
+    req = await request_json()
     condition = {"doc_id": document_id}
     if "chunk_ids" in req:
         unique_chunk_ids, duplicate_messages = check_duplicate_ids(req["chunk_ids"], "chunk")
@@ -1223,7 +1226,7 @@ def rm_chunk(tenant_id, dataset_id, document_id):
     "/datasets/<dataset_id>/documents/<document_id>/chunks/<chunk_id>", methods=["PUT"]
 )
 @token_required
-def update_chunk(tenant_id, dataset_id, document_id, chunk_id):
+async def update_chunk(tenant_id, dataset_id, document_id, chunk_id):
     """
     Update a chunk within a document.
     ---
@@ -1285,7 +1288,7 @@ def update_chunk(tenant_id, dataset_id, document_id, chunk_id):
     if not doc:
         return get_error_data_result(message=f"You don't own the document {document_id}.")
     doc = doc[0]
-    req = request.json
+    req = await request_json()
     if "content" in req:
         content = req["content"]
     else:
@@ -1327,7 +1330,7 @@ def update_chunk(tenant_id, dataset_id, document_id, chunk_id):
 
 @manager.route("/retrieval", methods=["POST"])  # noqa: F821
 @token_required
-def retrieval_test(tenant_id):
+async def retrieval_test(tenant_id):
     """
     Retrieve chunks based on a query.
     ---
@@ -1408,7 +1411,7 @@ def retrieval_test(tenant_id):
                     format: float
                     description: Similarity score.
     """
-    req = request.json
+    req = await request_json()
     if not req.get("dataset_ids"):
         return get_error_data_result("`dataset_ids` is required.")
     kb_ids = req["dataset_ids"]

api/apps/sdk/files.py

@@ -17,9 +17,7 @@
 
 import pathlib
 import re
-
+from quart import request, make_response
-import flask
-from flask import request
 from pathlib import Path
 
 from api.db.services.document_service import DocumentService
@@ -37,7 +35,7 @@ from common import settings
 
 @manager.route('/file/upload', methods=['POST'])  # noqa: F821
 @token_required
-def upload(tenant_id):
+async def upload(tenant_id):
     """
     Upload a file to the system.
     ---
@@ -79,15 +77,17 @@ def upload(tenant_id):
                     type: string
                     description: File type (e.g., document, folder)
     """
-    pf_id = request.form.get("parent_id")
+    form = await request.form
+    files = await request.files
+    pf_id = form.get("parent_id")
 
     if not pf_id:
         root_folder = FileService.get_root_folder(tenant_id)
         pf_id = root_folder["id"]
 
-    if 'file' not in request.files:
+    if 'file' not in files:
         return get_json_result(data=False, message='No file part!', code=400)
-    file_objs = request.files.getlist('file')
+    file_objs = files.getlist('file')
 
     for file_obj in file_objs:
         if file_obj.filename == '':
@@ -151,7 +151,7 @@ def upload(tenant_id):
 
 @manager.route('/file/create', methods=['POST'])  # noqa: F821
 @token_required
-def create(tenant_id):
+async def create(tenant_id):
     """
     Create a new file or folder.
     ---
@@ -193,9 +193,9 @@ def create(tenant_id):
                 type:
                   type: string
     """
-    req = request.json
+    req = await request.json
-    pf_id = request.json.get("parent_id")
+    pf_id = await request.json.get("parent_id")
-    input_file_type = request.json.get("type")
+    input_file_type = await request.json.get("type")
     if not pf_id:
         root_folder = FileService.get_root_folder(tenant_id)
         pf_id = root_folder["id"]
@@ -450,7 +450,7 @@ def get_all_parent_folders(tenant_id):
 
 @manager.route('/file/rm', methods=['POST'])  # noqa: F821
 @token_required
-def rm(tenant_id):
+async def rm(tenant_id):
     """
     Delete one or multiple files/folders.
     ---
@@ -481,7 +481,7 @@ def rm(tenant_id):
               type: boolean
               example: true
     """
-    req = request.json
+    req = await request.json
     file_ids = req["file_ids"]
     try:
         for file_id in file_ids:
@@ -524,7 +524,7 @@ def rm(tenant_id):
 
 @manager.route('/file/rename', methods=['POST'])  # noqa: F821
 @token_required
-def rename(tenant_id):
+async def rename(tenant_id):
     """
     Rename a file.
     ---
@@ -556,7 +556,7 @@ def rename(tenant_id):
               type: boolean
               example: true
     """
-    req = request.json
+    req = await request.json
     try:
         e, file = FileService.get_by_id(req["file_id"])
         if not e:
@@ -585,7 +585,7 @@ def rename(tenant_id):
 
 @manager.route('/file/get/<file_id>', methods=['GET'])  # noqa: F821
 @token_required
-def get(tenant_id, file_id):
+async def get(tenant_id, file_id):
     """
     Download a file.
     ---
@@ -619,7 +619,7 @@ def get(tenant_id, file_id):
             b, n = File2DocumentService.get_storage_address(file_id=file_id)
             blob = settings.STORAGE_IMPL.get(b, n)
 
-        response = flask.make_response(blob)
+        response = await make_response(blob)
         ext = re.search(r"\.([^.]+)$", file.name)
         if ext:
             if file.type == FileType.VISUAL.value:
@@ -633,7 +633,7 @@ def get(tenant_id, file_id):
 
 @manager.route('/file/mv', methods=['POST'])  # noqa: F821
 @token_required
-def move(tenant_id):
+async def move(tenant_id):
     """
     Move one or multiple files to another folder.
     ---
@@ -667,7 +667,7 @@ def move(tenant_id):
               type: boolean
               example: true
     """
-    req = request.json
+    req = await request.json
     try:
         file_ids = req["src_file_ids"]
         parent_id = req["dest_file_id"]
@@ -693,8 +693,8 @@ def move(tenant_id):
 
 @manager.route('/file/convert', methods=['POST'])  # noqa: F821
 @token_required
-def convert(tenant_id):
+async def convert(tenant_id):
-    req = request.json
+    req = await request.json
     kb_ids = req["kb_ids"]
     file_ids = req["file_ids"]
     file2documents = []

api/apps/sdk/session.py

@@ -18,7 +18,7 @@ import re
 import time
 
 import tiktoken
-from flask import Response, jsonify, request
+from quart import Response, jsonify, request
 
 from agent.canvas import Canvas
 from api.db.db_models import APIToken
@@ -44,8 +44,8 @@ from common import settings
 
 @manager.route("/chats/<chat_id>/sessions", methods=["POST"])  # noqa: F821
 @token_required
-def create(tenant_id, chat_id):
+async def create(tenant_id, chat_id):
-    req = request.json
+    req = await request.json
     req["dialog_id"] = chat_id
     dia = DialogService.query(tenant_id=tenant_id, id=req["dialog_id"], status=StatusEnum.VALID.value)
     if not dia:
@@ -97,8 +97,8 @@ def create_agent_session(tenant_id, agent_id):
 
 @manager.route("/chats/<chat_id>/sessions/<session_id>", methods=["PUT"])  # noqa: F821
 @token_required
-def update(tenant_id, chat_id, session_id):
+async def update(tenant_id, chat_id, session_id):
-    req = request.json
+    req = await request.json
     req["dialog_id"] = chat_id
     conv_id = session_id
     conv = ConversationService.query(id=conv_id, dialog_id=chat_id)
@@ -119,8 +119,8 @@ def update(tenant_id, chat_id, session_id):
 
 @manager.route("/chats/<chat_id>/completions", methods=["POST"])  # noqa: F821
 @token_required
-def chat_completion(tenant_id, chat_id):
+async def chat_completion(tenant_id, chat_id):
-    req = request.json
+    req = await request.json
     if not req:
         req = {"question": ""}
     if not req.get("session_id"):
@@ -149,7 +149,7 @@ def chat_completion(tenant_id, chat_id):
 @manager.route("/chats_openai/<chat_id>/chat/completions", methods=["POST"])  # noqa: F821
 @validate_request("model", "messages")  # noqa: F821
 @token_required
-def chat_completion_openai_like(tenant_id, chat_id):
+async def chat_completion_openai_like(tenant_id, chat_id):
     """
     OpenAI-like chat completion API that simulates the behavior of OpenAI's completions endpoint.
 
@@ -206,7 +206,7 @@ def chat_completion_openai_like(tenant_id, chat_id):
         if reference:
             print(completion.choices[0].message.reference)
     """
-    req = request.get_json()
+    req = await request.get_json()
 
     need_reference = bool(req.get("reference", False))
 
@@ -383,8 +383,8 @@ def chat_completion_openai_like(tenant_id, chat_id):
 @manager.route("/agents_openai/<agent_id>/chat/completions", methods=["POST"])  # noqa: F821
 @validate_request("model", "messages")  # noqa: F821
 @token_required
-def agents_completion_openai_compatibility(tenant_id, agent_id):
+async def agents_completion_openai_compatibility(tenant_id, agent_id):
-    req = request.json
+    req = await request.json
     tiktokenenc = tiktoken.get_encoding("cl100k_base")
     messages = req.get("messages", [])
     if not messages:
@@ -443,8 +443,8 @@ def agents_completion_openai_compatibility(tenant_id, agent_id):
 
 @manager.route("/agents/<agent_id>/completions", methods=["POST"])  # noqa: F821
 @token_required
-def agent_completions(tenant_id, agent_id):
+async def agent_completions(tenant_id, agent_id):
-    req = request.json
+    req = await request.json
 
     if req.get("stream", True):
 
@@ -610,13 +610,13 @@ def list_agent_session(tenant_id, agent_id):
 
 @manager.route("/chats/<chat_id>/sessions", methods=["DELETE"])  # noqa: F821
 @token_required
-def delete(tenant_id, chat_id):
+async def delete(tenant_id, chat_id):
     if not DialogService.query(id=chat_id, tenant_id=tenant_id, status=StatusEnum.VALID.value):
         return get_error_data_result(message="You don't own the chat")
 
     errors = []
     success_count = 0
-    req = request.json
+    req = await request.json
     convs = ConversationService.query(dialog_id=chat_id)
     if not req:
         ids = None
@@ -661,10 +661,10 @@ def delete(tenant_id, chat_id):
 
 @manager.route("/agents/<agent_id>/sessions", methods=["DELETE"])  # noqa: F821
 @token_required
-def delete_agent_session(tenant_id, agent_id):
+async def delete_agent_session(tenant_id, agent_id):
     errors = []
     success_count = 0
-    req = request.json
+    req = await request.json
     cvs = UserCanvasService.query(user_id=tenant_id, id=agent_id)
     if not cvs:
         return get_error_data_result(f"You don't own the agent {agent_id}")
@@ -716,8 +716,8 @@ def delete_agent_session(tenant_id, agent_id):
 
 @manager.route("/sessions/ask", methods=["POST"])  # noqa: F821
 @token_required
-def ask_about(tenant_id):
+async def ask_about(tenant_id):
-    req = request.json
+    req = await request.json
     if not req.get("question"):
         return get_error_data_result("`question` is required.")
     if not req.get("dataset_ids"):
@@ -755,8 +755,8 @@ def ask_about(tenant_id):
 
 @manager.route("/sessions/related_questions", methods=["POST"])  # noqa: F821
 @token_required
-def related_questions(tenant_id):
+async def related_questions(tenant_id):
-    req = request.json
+    req = await request.json
     if not req.get("question"):
         return get_error_data_result("`question` is required.")
     question = req["question"]
@@ -806,8 +806,8 @@ Related search terms:
 
 
 @manager.route("/chatbots/<dialog_id>/completions", methods=["POST"])  # noqa: F821
-def chatbot_completions(dialog_id):
+async def chatbot_completions(dialog_id):
-    req = request.json
+    req = await request.json
 
     token = request.headers.get("Authorization").split()
     if len(token) != 2:
@@ -856,8 +856,8 @@ def chatbots_inputs(dialog_id):
 
 
 @manager.route("/agentbots/<agent_id>/completions", methods=["POST"])  # noqa: F821
-def agent_bot_completions(agent_id):
+async def agent_bot_completions(agent_id):
-    req = request.json
+    req = await request.json
 
     token = request.headers.get("Authorization").split()
     if len(token) != 2:
@@ -901,7 +901,7 @@ def begin_inputs(agent_id):
 
 @manager.route("/searchbots/ask", methods=["POST"])  # noqa: F821
 @validate_request("question", "kb_ids")
-def ask_about_embedded():
+async def ask_about_embedded():
     token = request.headers.get("Authorization").split()
     if len(token) != 2:
         return get_error_data_result(message='Authorization is not valid!"')
@@ -910,7 +910,7 @@ def ask_about_embedded():
     if not objs:
         return get_error_data_result(message='Authentication error: API key is invalid!"')
 
-    req = request.json
+    req = await request.json
     uid = objs[0].tenant_id
 
     search_id = req.get("search_id", "")
@@ -940,7 +940,7 @@ def ask_about_embedded():
 
 @manager.route("/searchbots/retrieval_test", methods=["POST"])  # noqa: F821
 @validate_request("kb_id", "question")
-def retrieval_test_embedded():
+async def retrieval_test_embedded():
     token = request.headers.get("Authorization").split()
     if len(token) != 2:
         return get_error_data_result(message='Authorization is not valid!"')
@@ -949,7 +949,7 @@ def retrieval_test_embedded():
     if not objs:
         return get_error_data_result(message='Authentication error: API key is invalid!"')
 
-    req = request.json
+    req = await request.json
     page = int(req.get("page", 1))
     size = int(req.get("size", 30))
     question = req["question"]
@@ -1039,7 +1039,7 @@ def retrieval_test_embedded():
 
 @manager.route("/searchbots/related_questions", methods=["POST"])  # noqa: F821
 @validate_request("question")
-def related_questions_embedded():
+async def related_questions_embedded():
     token = request.headers.get("Authorization").split()
     if len(token) != 2:
         return get_error_data_result(message='Authorization is not valid!"')
@@ -1048,7 +1048,7 @@ def related_questions_embedded():
     if not objs:
         return get_error_data_result(message='Authentication error: API key is invalid!"')
 
-    req = request.json
+    req = await request.json
     tenant_id = objs[0].tenant_id
     if not tenant_id:
         return get_error_data_result(message="permission denined.")
@@ -1115,7 +1115,7 @@ def detail_share_embedded():
 
 @manager.route("/searchbots/mindmap", methods=["POST"])  # noqa: F821
 @validate_request("question", "kb_ids")
-def mindmap():
+async def mindmap():
     token = request.headers.get("Authorization").split()
     if len(token) != 2:
         return get_error_data_result(message='Authorization is not valid!"')
@@ -1125,7 +1125,7 @@ def mindmap():
         return get_error_data_result(message='Authentication error: API key is invalid!"')
 
     tenant_id = objs[0].tenant_id
-    req = request.json
+    req = await request.json
 
     search_id = req.get("search_id", "")
     search_app = SearchService.get_detail(search_id) if search_id else {}

api/apps/search_app.py

@@ -14,8 +14,8 @@
 #  limitations under the License.
 #
 
-from flask import request
+from quart import request
-from flask_login import current_user, login_required
+from api.apps import current_user, login_required
 
 from api.constants import DATASET_NAME_LIMIT
 from api.db.db_models import DB
@@ -30,8 +30,8 @@ from api.utils.api_utils import get_data_error_result, get_json_result, not_allo
 @manager.route("/create", methods=["post"])  # noqa: F821
 @login_required
 @validate_request("name")
-def create():
+async def create():
-    req = request.get_json()
+    req = await request.get_json()
     search_name = req["name"]
     description = req.get("description", "")
     if not isinstance(search_name, str):
@@ -65,8 +65,8 @@ def create():
 @login_required
 @validate_request("search_id", "name", "search_config", "tenant_id")
 @not_allowed_parameters("id", "created_by", "create_time", "update_time", "create_date", "update_date", "created_by")
-def update():
+async def update():
-    req = request.get_json()
+    req = await request.get_json()
     if not isinstance(req["name"], str):
         return get_data_error_result(message="Search name must be string.")
     if req["name"].strip() == "":
@@ -140,7 +140,7 @@ def detail():
 
 @manager.route("/list", methods=["POST"])  # noqa: F821
 @login_required
-def list_search_app():
+async def list_search_app():
     keywords = request.args.get("keywords", "")
     page_number = int(request.args.get("page", 0))
     items_per_page = int(request.args.get("page_size", 0))
@@ -150,7 +150,7 @@ def list_search_app():
     else:
         desc = True
 
-    req = request.get_json()
+    req = await request.get_json()
     owner_ids = req.get("owner_ids", [])
     try:
         if not owner_ids:
@@ -173,8 +173,8 @@ def list_search_app():
 @manager.route("/rm", methods=["post"])  # noqa: F821
 @login_required
 @validate_request("search_id")
-def rm():
+async def rm():
-    req = request.get_json()
+    req = await request.get_json()
     search_id = req["search_id"]
     if not SearchService.accessible4deletion(search_id, current_user.id):
         return get_json_result(data=False, message="No authorization.", code=RetCode.AUTHENTICATION_ERROR)

api/apps/system_app.py

@@ -17,7 +17,7 @@ import logging
 from datetime import datetime
 import json
 
-from flask_login import login_required, current_user
+from api.apps import login_required, current_user
 
 from api.db.db_models import APIToken
 from api.db.services.api_service import APITokenService
@@ -34,7 +34,7 @@ from common.time_utils import current_timestamp, datetime_format
 from timeit import default_timer as timer
 
 from rag.utils.redis_conn import REDIS_CONN
-from flask import jsonify
+from quart import jsonify
 from api.utils.health_utils import run_health_checks
 from common import settings
 

api/apps/tenant_app.py

@@ -14,10 +14,7 @@
 #  limitations under the License.
 #
 
-from flask import request
+from quart import request
-from flask_login import login_required, current_user
-
-from api.apps import smtp_mail_server
 from api.db import UserTenantRole
 from api.db.db_models import UserTenant
 from api.db.services.user_service import UserTenantService, UserService
@@ -28,6 +25,7 @@ from common.time_utils import delta_seconds
 from api.utils.api_utils import get_json_result, validate_request, server_error_response, get_data_error_result
 from api.utils.web_utils import send_invite_email
 from common import settings
+from api.apps import smtp_mail_server, login_required, current_user
 
 
 @manager.route("/<tenant_id>/user/list", methods=["GET"])  # noqa: F821
@@ -51,14 +49,14 @@ def user_list(tenant_id):
 @manager.route('/<tenant_id>/user', methods=['POST'])  # noqa: F821
 @login_required
 @validate_request("email")
-def create(tenant_id):
+async def create(tenant_id):
     if current_user.id != tenant_id:
         return get_json_result(
             data=False,
             message='No authorization.',
             code=RetCode.AUTHENTICATION_ERROR)
 
-    req = request.json
+    req = await request.json
     invite_user_email = req["email"]
     invite_users = UserService.query(email=invite_user_email)
     if not invite_users:

api/apps/user_app.py

@@ -22,8 +22,7 @@ import secrets
 import time
 from datetime import datetime
 
-from flask import redirect, request, session, make_response
+from quart import redirect, request, session, make_response
-from flask_login import current_user, login_required, login_user, logout_user
 from werkzeug.security import check_password_hash, generate_password_hash
 
 from api.apps.auth import get_auth_client
@@ -45,7 +44,7 @@ from api.utils.api_utils import (
 )
 from api.utils.crypt import decrypt
 from rag.utils.redis_conn import REDIS_CONN
-from api.apps import smtp_mail_server
+from api.apps import smtp_mail_server, login_required, current_user, login_user, logout_user
 from api.utils.web_utils import (
     send_email_html,
     OTP_LENGTH,
@@ -61,7 +60,7 @@ from common import settings
 
 
 @manager.route("/login", methods=["POST", "GET"])  # noqa: F821
-def login():
+async def login():
     """
     User login endpoint.
     ---
@@ -91,10 +90,11 @@ def login():
         schema:
           type: object
     """
-    if not request.json:
+    json_body = await request.json
+    if not json_body:
         return get_json_result(data=False, code=RetCode.AUTHENTICATION_ERROR, message="Unauthorized!")
 
-    email = request.json.get("email", "")
+    email = json_body.get("email", "")
     users = UserService.query(email=email)
     if not users:
         return get_json_result(
@@ -103,7 +103,7 @@ def login():
             message=f"Email: {email} is not registered!",
         )
 
-    password = request.json.get("password")
+    password = json_body.get("password")
     try:
         password = decrypt(password)
     except BaseException:
@@ -125,7 +125,8 @@ def login():
         user.update_date = (datetime_format(datetime.now()),)
         user.save()
         msg = "Welcome back!"
-        return construct_response(data=response_data, auth=user.get_id(), message=msg)
+
+        return await construct_response(data=response_data, auth=user.get_id(), message=msg)
     else:
         return get_json_result(
             data=False,
@@ -501,7 +502,7 @@ def log_out():
 
 @manager.route("/setting", methods=["POST"])  # noqa: F821
 @login_required
-def setting_user():
+async def setting_user():
     """
     Update user settings.
     ---
@@ -530,7 +531,7 @@ def setting_user():
           type: object
     """
     update_dict = {}
-    request_data = request.json
+    request_data = await request.json
     if request_data.get("password"):
         new_password = request_data.get("new_password")
         if not check_password_hash(current_user.password, decrypt(request_data["password"])):
@@ -660,7 +661,7 @@ def user_register(user_id, user):
 
 @manager.route("/register", methods=["POST"])  # noqa: F821
 @validate_request("nickname", "email", "password")
-def user_add():
+async def user_add():
     """
     Register a new user.
     ---
@@ -697,7 +698,7 @@ def user_add():
             code=RetCode.OPERATING_ERROR,
         )
 
-    req = request.json
+    req = await request.json
     email_address = req["email"]
 
     # Validate the email address
@@ -737,7 +738,7 @@ def user_add():
             raise Exception(f"Same email: {email_address} exists!")
         user = users[0]
         login_user(user)
-        return construct_response(
+        return await construct_response(
             data=user.to_json(),
             auth=user.get_id(),
             message=f"{nickname}, welcome aboard!",
@@ -793,7 +794,7 @@ def tenant_info():
 @manager.route("/set_tenant_info", methods=["POST"])  # noqa: F821
 @login_required
 @validate_request("tenant_id", "asr_id", "embd_id", "img2txt_id", "llm_id")
-def set_tenant_info():
+async def set_tenant_info():
     """
     Update tenant information.
     ---
@@ -830,7 +831,7 @@ def set_tenant_info():
         schema:
           type: object
     """
-    req = request.json
+    req = await request.json
     try:
         tid = req.pop("tenant_id")
         TenantService.update_by_id(tid, req)
@@ -840,7 +841,7 @@ def set_tenant_info():
         
 
 @manager.route("/forget/captcha", methods=["GET"])  # noqa: F821
-def forget_get_captcha():
+async def forget_get_captcha():
     """
     GET /forget/captcha?email=<email>
     - Generate an image captcha and cache it in Redis under key captcha:{email} with TTL = OTP_TTL_SECONDS.
@@ -862,19 +863,19 @@ def forget_get_captcha():
     from captcha.image import ImageCaptcha
     image = ImageCaptcha(width=300, height=120, font_sizes=[50, 60, 70])
     img_bytes = image.generate(captcha_text).read()
-    response = make_response(img_bytes)
+    response = await make_response(img_bytes)
     response.headers.set("Content-Type", "image/JPEG")
     return response
 
 
 @manager.route("/forget/otp", methods=["POST"])  # noqa: F821
-def forget_send_otp():
+async def forget_send_otp():
     """
     POST /forget/otp
     - Verify the image captcha stored at captcha:{email} (case-insensitive).
     - On success, generate an email OTP (A–Z with length = OTP_LENGTH), store hash + salt (and timestamp) in Redis with TTL, reset attempts and cooldown, and send the OTP via email.
     """
-    req = request.get_json()
+    req = await request.get_json()
     email = req.get("email") or ""
     captcha = (req.get("captcha") or "").strip()
 
@@ -935,12 +936,12 @@ def forget_send_otp():
 
 
 @manager.route("/forget", methods=["POST"])  # noqa: F821
-def forget():
+async def forget():
     """
     POST: Verify email + OTP and reset password, then log the user in.
     Request JSON: { email, otp, new_password, confirm_new_password }
     """
-    req = request.get_json()
+    req = await request.get_json()
     email = req.get("email") or ""
     otp = (req.get("otp") or "").strip()
     new_pwd = req.get("new_password")

api/db/db_models.py

@@ -25,7 +25,7 @@ from datetime import datetime, timezone
 from enum import Enum
 from functools import wraps
 
-from flask_login import UserMixin
+from quart_auth import AuthUser
 from itsdangerous.url_safe import URLSafeTimedSerializer as Serializer
 from peewee import InterfaceError, OperationalError, BigIntegerField, BooleanField, CharField, CompositeKey, DateTimeField, Field, FloatField, IntegerField, Metadata, Model, TextField
 from playhouse.migrate import MySQLMigrator, PostgresqlMigrator, migrate
@@ -595,7 +595,7 @@ def fill_db_model_object(model_object, human_model_dict):
     return model_object
 
 
-class User(DataBaseModel, UserMixin):
+class User(DataBaseModel, AuthUser):
     id = CharField(max_length=32, primary_key=True)
     access_token = CharField(max_length=255, null=True, index=True)
     nickname = CharField(max_length=100, null=False, help_text="nicky name", index=True)

api/db/services/connector_service.py

@@ -24,7 +24,6 @@ from api.db import InputType
 from api.db.db_models import Connector, SyncLogs, Connector2Kb, Knowledgebase
 from api.db.services.common_service import CommonService
 from api.db.services.document_service import DocumentService
-from api.db.services.file_service import FileService
 from common.misc_utils import get_uuid
 from common.constants import TaskStatus
 from common.time_utils import current_timestamp, timestamp_to_date
@@ -68,6 +67,7 @@ class ConnectorService(CommonService):
 
     @classmethod
     def rebuild(cls, kb_id:str, connector_id: str, tenant_id:str):
+        from api.db.services.file_service import FileService
         e, conn = cls.get_by_id(connector_id)
         if not e:
             return None
@@ -191,6 +191,7 @@ class SyncLogsService(CommonService):
 
     @classmethod
     def duplicate_and_parse(cls, kb, docs, tenant_id, src, auto_parse=True):
+        from api.db.services.file_service import FileService
         if not docs:
             return None
 

api/db/services/document_service.py

@@ -41,6 +41,7 @@ from rag.utils.redis_conn import REDIS_CONN
 from rag.utils.doc_store_conn import OrderByExpr
 from common import settings
 
+
 class DocumentService(CommonService):
     model = Document
 

api/db/services/file_service.py

@@ -18,7 +18,6 @@ import re
 from concurrent.futures import ThreadPoolExecutor
 from pathlib import Path
 
-from flask_login import current_user
 from peewee import fn
 
 from api.db import KNOWLEDGEBASE_FOLDER_NAME, FileType
@@ -184,6 +183,7 @@ class FileService(CommonService):
     @classmethod
     @DB.connection_context()
     def create_folder(cls, file, parent_id, name, count):
+        from api.apps import current_user
         # Recursively create folder structure
         # Args:
         #     file: Current file object
@@ -508,6 +508,7 @@ class FileService(CommonService):
     @staticmethod
     def parse(filename, blob, img_base64=True, tenant_id=None):
         from rag.app import audio, email, naive, picture, presentation
+        from api.apps import current_user
 
         def dummy(prog=None, msg=""):
             pass

api/db/services/knowledgebase_service.py

@@ -24,9 +24,10 @@ from common.time_utils import current_timestamp, datetime_format
 from api.db.services import duplicate_name
 from api.db.services.user_service import TenantService
 from common.misc_utils import get_uuid
-from common.constants import StatusEnum, RetCode
+from common.constants import StatusEnum
 from api.constants import DATASET_NAME_LIMIT
-from api.utils.api_utils import get_parser_config
+from api.utils.api_utils import get_parser_config, get_data_error_result
+
 
 class KnowledgebaseService(CommonService):
     """Service class for managing knowledge base operations.
@@ -391,12 +392,12 @@ class KnowledgebaseService(CommonService):
         """
         # Validate name
         if not isinstance(name, str):
-            return {"code": RetCode.DATA_ERROR, "message": "Dataset name must be string."}
+            return False, get_data_error_result(message="Dataset name must be string.")
         dataset_name = name.strip()
-        if len(dataset_name) == 0:
+        if dataset_name == "":
-            return {"code": RetCode.DATA_ERROR, "message": "Dataset name can't be empty."}
+            return False, get_data_error_result(message="Dataset name can't be empty.")
         if len(dataset_name.encode("utf-8")) > DATASET_NAME_LIMIT:
-            return {"code": RetCode.DATA_ERROR, "message": f"Dataset name length is {len(dataset_name)} which is larger than {DATASET_NAME_LIMIT}"}
+            return False, get_data_error_result(message=f"Dataset name length is {len(dataset_name)} which is larger than {DATASET_NAME_LIMIT}")
 
         # Deduplicate name within tenant
         dataset_name = duplicate_name(
@@ -409,7 +410,7 @@ class KnowledgebaseService(CommonService):
         # Verify tenant exists
         ok, _t = TenantService.get_by_id(tenant_id)
         if not ok:
-            return {"code": RetCode.DATA_ERROR, "message": "Tenant does not exist."}
+            return False, get_data_error_result(message="Tenant not found.")
 
         # Build payload
         kb_id = get_uuid()
@@ -425,7 +426,7 @@ class KnowledgebaseService(CommonService):
         # Update parser_config (always override with validated default/merged config)
         payload["parser_config"] = get_parser_config(parser_id, kwargs.get("parser_config"))
 
-        return payload
+        return True, payload
 
 
     @classmethod

api/ragflow_server.py

@@ -31,7 +31,6 @@ import traceback
 import threading
 import uuid
 
-from werkzeug.serving import run_simple
 from api.apps import app, smtp_mail_server
 from api.db.runtime_config import RuntimeConfig
 from api.db.services.document_service import DocumentService
@@ -153,14 +152,7 @@ if __name__ == '__main__':
     # start http server
     try:
         logging.info("RAGFlow HTTP server start...")
-        run_simple(
+        app.run(host=settings.HOST_IP, port=settings.HOST_PORT)
-            hostname=settings.HOST_IP,
-            port=settings.HOST_PORT,
-            application=app,
-            threaded=True,
-            use_reloader=RuntimeConfig.DEBUG,
-            use_debugger=RuntimeConfig.DEBUG,
-        )
     except Exception:
         traceback.print_exc()
         stop_event.set()

api/utils/api_utils.py

@@ -15,6 +15,7 @@
 #
 
 import functools
+import inspect
 import json
 import logging
 import os
@@ -24,14 +25,12 @@ from functools import wraps
 
 import requests
 import trio
-from flask import (
+from quart import (
     Response,
     jsonify,
+    request
 )
-from flask_login import current_user
+
-from flask import (
-    request as flask_request,
-)
 from peewee import OperationalError
 
 from common.constants import ActiveEnum
@@ -46,6 +45,12 @@ from common import settings
 requests.models.complexjson.dumps = functools.partial(json.dumps, cls=CustomJSONEncoder)
 
 
+async def request_json():
+    try:
+        return await request.json
+    except Exception:
+        return {}
+
 def serialize_for_json(obj):
     """
     Recursively serialize objects to make them JSON serializable.
@@ -105,31 +110,37 @@ def server_error_response(e):
 
 
 def validate_request(*args, **kwargs):
+    def process_args(input_arguments):
+        no_arguments = []
+        error_arguments = []
+        for arg in args:
+            if arg not in input_arguments:
+                no_arguments.append(arg)
+        for k, v in kwargs.items():
+            config_value = input_arguments.get(k, None)
+            if config_value is None:
+                no_arguments.append(k)
+            elif isinstance(v, (tuple, list)):
+                if config_value not in v:
+                    error_arguments.append((k, set(v)))
+            elif config_value != v:
+                error_arguments.append((k, v))
+        if no_arguments or error_arguments:
+            error_string = ""
+            if no_arguments:
+                error_string += "required argument are missing: {}; ".format(",".join(no_arguments))
+            if error_arguments:
+                error_string += "required argument values: {}".format(",".join(["{}={}".format(a[0], a[1]) for a in error_arguments]))
+            return error_string
+
     def wrapper(func):
         @wraps(func)
-        def decorated_function(*_args, **_kwargs):
+        async def decorated_function(*_args, **_kwargs):
-            input_arguments = flask_request.json or flask_request.form.to_dict()
+            errs = process_args(await request.json or (await request.form).to_dict())
-            no_arguments = []
+            if errs:
-            error_arguments = []
+                return get_json_result(code=RetCode.ARGUMENT_ERROR, message=errs)
-            for arg in args:
+            if inspect.iscoroutinefunction(func):
-                if arg not in input_arguments:
+                return await func(*_args, **_kwargs)
-                    no_arguments.append(arg)
-            for k, v in kwargs.items():
-                config_value = input_arguments.get(k, None)
-                if config_value is None:
-                    no_arguments.append(k)
-                elif isinstance(v, (tuple, list)):
-                    if config_value not in v:
-                        error_arguments.append((k, set(v)))
-                elif config_value != v:
-                    error_arguments.append((k, v))
-            if no_arguments or error_arguments:
-                error_string = ""
-                if no_arguments:
-                    error_string += "required argument are missing: {}; ".format(",".join(no_arguments))
-                if error_arguments:
-                    error_string += "required argument values: {}".format(",".join(["{}={}".format(a[0], a[1]) for a in error_arguments]))
-                return get_json_result(code=RetCode.ARGUMENT_ERROR, message=error_string)
             return func(*_args, **_kwargs)
 
         return decorated_function
@@ -138,30 +149,34 @@ def validate_request(*args, **kwargs):
 
 
 def not_allowed_parameters(*params):
-    def decorator(f):
+    def decorator(func):
-        def wrapper(*args, **kwargs):
+        async def wrapper(*args, **kwargs):
-            input_arguments = flask_request.json or flask_request.form.to_dict()
+            input_arguments = await request.json or (await request.form).to_dict()
             for param in params:
                 if param in input_arguments:
                     return get_json_result(code=RetCode.ARGUMENT_ERROR, message=f"Parameter {param} isn't allowed")
-            return f(*args, **kwargs)
+            if inspect.iscoroutinefunction(func):
-
+                return await func(*args, **kwargs)
+            return func(*args, **kwargs)
         return wrapper
 
     return decorator
 
 
-def active_required(f):
+def active_required(func):
-    @wraps(f)
+    @wraps(func)
-    def wrapper(*args, **kwargs):
+    async def wrapper(*args, **kwargs):
         from api.db.services import UserService
+        from api.apps import current_user
 
         user_id = current_user.id
         usr = UserService.filter_by_id(user_id)
         # check is_active
         if not usr or not usr.is_active == ActiveEnum.ACTIVE.value:
             return get_json_result(code=RetCode.FORBIDDEN, message="User isn't active, please activate first.")
-        return f(*args, **kwargs)
+        if inspect.iscoroutinefunction(func):
+            return await func(*args, **kwargs)
+        return func(*args, **kwargs)
 
     return wrapper
 
@@ -173,12 +188,15 @@ def get_json_result(code: RetCode = RetCode.SUCCESS, message="success", data=Non
 
 def apikey_required(func):
     @wraps(func)
-    def decorated_function(*args, **kwargs):
+    async def decorated_function(*args, **kwargs):
-        token = flask_request.headers.get("Authorization").split()[1]
+        token = request.headers.get("Authorization").split()[1]
         objs = APIToken.query(token=token)
         if not objs:
             return build_error_result(message="API-KEY is invalid!", code=RetCode.FORBIDDEN)
         kwargs["tenant_id"] = objs[0].tenant_id
+        if inspect.iscoroutinefunction(func):
+            return await func(*args, **kwargs)
+
         return func(*args, **kwargs)
 
     return decorated_function
@@ -199,23 +217,38 @@ def construct_json_result(code: RetCode = RetCode.SUCCESS, message="success", da
 
 
 def token_required(func):
-    @wraps(func)
+    def get_tenant_id(**kwargs):
-    def decorated_function(*args, **kwargs):
         if os.environ.get("DISABLE_SDK"):
-            return get_json_result(data=False, message="`Authorization` can't be empty")
+            return False, get_json_result(data=False, message="`Authorization` can't be empty")
-        authorization_str = flask_request.headers.get("Authorization")
+        authorization_str = request.headers.get("Authorization")
         if not authorization_str:
-            return get_json_result(data=False, message="`Authorization` can't be empty")
+            return False, get_json_result(data=False, message="`Authorization` can't be empty")
         authorization_list = authorization_str.split()
         if len(authorization_list) < 2:
-            return get_json_result(data=False, message="Please check your authorization format.")
+            return False, get_json_result(data=False, message="Please check your authorization format.")
         token = authorization_list[1]
         objs = APIToken.query(token=token)
         if not objs:
-            return get_json_result(data=False, message="Authentication error: API key is invalid!", code=RetCode.AUTHENTICATION_ERROR)
+            return False, get_json_result(data=False, message="Authentication error: API key is invalid!", code=RetCode.AUTHENTICATION_ERROR)
         kwargs["tenant_id"] = objs[0].tenant_id
+        return True, kwargs
+
+    @wraps(func)
+    def decorated_function(*args, **kwargs):
+        e, kwargs = get_tenant_id(**kwargs)
+        if not e:
+            return kwargs
         return func(*args, **kwargs)
 
+    @wraps(func)
+    async def adecorated_function(*args, **kwargs):
+        e, kwargs = get_tenant_id(**kwargs)
+        if not e:
+            return kwargs
+        return await func(*args, **kwargs)
+
+    if inspect.iscoroutinefunction(func):
+        return adecorated_function
     return decorated_function
 
 

api/utils/commands.py

@@ -18,7 +18,7 @@ import base64
 import click
 import re
 
-from flask import Flask
+from quart import Quart
 from werkzeug.security import generate_password_hash
 
 from api.db.services import UserService
@@ -73,6 +73,7 @@ def reset_email(email, new_email, email_confirm):
     UserService.update_user(user[0].id,user_dict)
     click.echo(click.style('Congratulations!, email has been reset.', fg='green'))
 
-def register_commands(app: Flask):
+
+def register_commands(app: Quart):
     app.cli.add_command(reset_password)
     app.cli.add_command(reset_email)

api/utils/validation_utils.py

@@ -17,7 +17,7 @@ from collections import Counter
 from typing import Annotated, Any, Literal
 from uuid import UUID
 
-from flask import Request
+from quart import Request
 from pydantic import (
     BaseModel,
     ConfigDict,
@@ -32,7 +32,7 @@ from werkzeug.exceptions import BadRequest, UnsupportedMediaType
 from api.constants import DATASET_NAME_LIMIT
 
 
-def validate_and_parse_json_request(request: Request, validator: type[BaseModel], *, extras: dict[str, Any] | None = None, exclude_unset: bool = False) -> tuple[dict[str, Any] | None, str | None]:
+async def validate_and_parse_json_request(request: Request, validator: type[BaseModel], *, extras: dict[str, Any] | None = None, exclude_unset: bool = False) -> tuple[dict[str, Any] | None, str | None]:
     """
     Validates and parses JSON requests through a multi-stage validation pipeline.
 
@@ -81,7 +81,7 @@ def validate_and_parse_json_request(request: Request, validator: type[BaseModel]
            from the final output after validation
     """
     try:
-        payload = request.get_json() or {}
+        payload = await request.get_json() or {}
     except UnsupportedMediaType:
         return None, f"Unsupported content type: Expected application/json, got {request.content_type}"
     except BadRequest:

api/utils/web_utils.py

@@ -23,7 +23,7 @@ from urllib.parse import urlparse
 
 from api.apps import smtp_mail_server
 from flask_mail import Message
-from flask import render_template_string
+from quart import render_template_string
 from api.utils.email_templates import EMAIL_TEMPLATES
 from selenium import webdriver
 from selenium.common.exceptions import TimeoutException

common/connection_utils.py

@@ -21,7 +21,7 @@ from typing import Any, Callable, Coroutine, Optional, Type, Union
 import asyncio
 import trio
 from functools import wraps
-from flask import make_response, jsonify
+from quart import make_response, jsonify
 from common.constants import RetCode
 
 TimeoutException = Union[Type[BaseException], BaseException]
@@ -103,7 +103,7 @@ def timeout(seconds: float | int | str = None, attempts: int = 2, *, exception:
     return decorator
 
 
-def construct_response(code=RetCode.SUCCESS, message="success", data=None, auth=None):
+async def construct_response(code=RetCode.SUCCESS, message="success", data=None, auth=None):
     result_dict = {"code": code, "message": message, "data": data}
     response_dict = {}
     for key, value in result_dict.items():
@@ -111,7 +111,27 @@ def construct_response(code=RetCode.SUCCESS, message="success", data=None, auth=
             continue
         else:
             response_dict[key] = value
-    response = make_response(jsonify(response_dict))
+    response = await make_response(jsonify(response_dict))
+    if auth:
+        response.headers["Authorization"] = auth
+    response.headers["Access-Control-Allow-Origin"] = "*"
+    response.headers["Access-Control-Allow-Method"] = "*"
+    response.headers["Access-Control-Allow-Headers"] = "*"
+    response.headers["Access-Control-Allow-Headers"] = "*"
+    response.headers["Access-Control-Expose-Headers"] = "Authorization"
+    return response
+
+
+def sync_construct_response(code=RetCode.SUCCESS, message="success", data=None, auth=None):
+    import flask
+    result_dict = {"code": code, "message": message, "data": data}
+    response_dict = {}
+    for key, value in result_dict.items():
+        if value is None and key != "code":
+            continue
+        else:
+            response_dict[key] = value
+    response = flask.make_response(flask.jsonify(response_dict))
     if auth:
         response.headers["Authorization"] = auth
     response.headers["Access-Control-Allow-Origin"] = "*"

conf/llm_factories.json

@@ -1429,6 +1429,13 @@
             "status": "1",
             "rank": "980",
             "llm": [
+                {
+                    "llm_name": "gemini-3-pro-preview",
+                    "tags": "LLM,CHAT,1M,IMAGE2TEXT",
+                    "max_tokens": 1048576,
+                    "model_type": "image2text",
+                    "is_tools": true
+                },
                 {
                     "llm_name": "gemini-2.5-flash",
                     "tags": "LLM,CHAT,1024K,IMAGE2TEXT",
@@ -4841,7 +4848,7 @@
             ]
         },
         {
-            "name": "JieKou.AI",
+            "name": "Jiekou.AI",
             "logo": "",
             "tags": "LLM,TEXT EMBEDDING,TEXT RE-RANK",
             "status": "1",
@@ -5474,4 +5481,4 @@
             ]
         }
     ]
-}
+}

deepdoc/parser/docling_parser.py

@@ -61,7 +61,9 @@ class DoclingParser(RAGFlowPdfParser):
         self.page_images: list[Image.Image] = []
         self.page_from = 0
         self.page_to = 10_000
-
+        self.outlines = []
+   
+        
     def check_installation(self) -> bool:
         if DocumentConverter is None:
             self.logger.warning("[Docling] 'docling' is not importable, please: pip install docling")

deepdoc/parser/mineru_parser.py

@@ -59,6 +59,7 @@ class MinerUParser(RAGFlowPdfParser):
         self.mineru_api = mineru_api.rstrip("/")
         self.mineru_server_url = mineru_server_url.rstrip("/")
         self.using_api = False
+        self.outlines = []
         self.logger = logging.getLogger(self.__class__.__name__)
 
     def _extract_zip_no_root(self, zip_path, extract_to, root_dir):
@@ -317,7 +318,7 @@ class MinerUParser(RAGFlowPdfParser):
 
     def _line_tag(self, bx):
         pn = [bx["page_idx"] + 1]
-        positions = bx["bbox"]
+        positions = bx.get("bbox", (0, 0, 0, 0))
         x0, top, x1, bott = positions
 
         if hasattr(self, "page_images") and self.page_images and len(self.page_images) > bx["page_idx"]:
@@ -337,12 +338,54 @@ class MinerUParser(RAGFlowPdfParser):
                 return None, None
             return
 
+        if not getattr(self, "page_images", None):
+            self.logger.warning("[MinerU] crop called without page images; skipping image generation.")
+            if need_position:
+                return None, None
+            return
+
+        page_count = len(self.page_images)
+
+        filtered_poss = []
+        for pns, left, right, top, bottom in poss:
+            if not pns:
+                self.logger.warning("[MinerU] Empty page index list in crop; skipping this position.")
+                continue
+            valid_pns = [p for p in pns if 0 <= p < page_count]
+            if not valid_pns:
+                self.logger.warning(f"[MinerU] All page indices {pns} out of range for {page_count} pages; skipping.")
+                continue
+            filtered_poss.append((valid_pns, left, right, top, bottom))
+
+        poss = filtered_poss
+        if not poss:
+            self.logger.warning("[MinerU] No valid positions after filtering; skip cropping.")
+            if need_position:
+                return None, None
+            return
+
         max_width = max(np.max([right - left for (_, left, right, _, _) in poss]), 6)
         GAP = 6
         pos = poss[0]
-        poss.insert(0, ([pos[0][0]], pos[1], pos[2], max(0, pos[3] - 120), max(pos[3] - GAP, 0)))
+        first_page_idx = pos[0][0]
+        poss.insert(0, ([first_page_idx], pos[1], pos[2], max(0, pos[3] - 120), max(pos[3] - GAP, 0)))
         pos = poss[-1]
-        poss.append(([pos[0][-1]], pos[1], pos[2], min(self.page_images[pos[0][-1]].size[1], pos[4] + GAP), min(self.page_images[pos[0][-1]].size[1], pos[4] + 120)))
+        last_page_idx = pos[0][-1]
+        if not (0 <= last_page_idx < page_count):
+            self.logger.warning(f"[MinerU] Last page index {last_page_idx} out of range for {page_count} pages; skipping crop.")
+            if need_position:
+                return None, None
+            return
+        last_page_height = self.page_images[last_page_idx].size[1]
+        poss.append(
+            (
+                [last_page_idx],
+                pos[1],
+                pos[2],
+                min(last_page_height, pos[4] + GAP),
+                min(last_page_height, pos[4] + 120),
+            )
+        )
 
         positions = []
         for ii, (pns, left, right, top, bottom) in enumerate(poss):
@@ -352,7 +395,14 @@ class MinerUParser(RAGFlowPdfParser):
                 bottom = top + 2
 
             for pn in pns[1:]:
-                bottom += self.page_images[pn - 1].size[1]
+                if 0 <= pn - 1 < page_count:
+                    bottom += self.page_images[pn - 1].size[1]
+                else:
+                    self.logger.warning(f"[MinerU] Page index {pn}-1 out of range for {page_count} pages during crop; skipping height accumulation.")
+
+            if not (0 <= pns[0] < page_count):
+                self.logger.warning(f"[MinerU] Base page index {pns[0]} out of range for {page_count} pages during crop; skipping this segment.")
+                continue
 
             img0 = self.page_images[pns[0]]
             x0, y0, x1, y1 = int(left), int(top), int(right), int(min(bottom, img0.size[1]))
@@ -363,6 +413,9 @@ class MinerUParser(RAGFlowPdfParser):
 
             bottom -= img0.size[1]
             for pn in pns[1:]:
+                if not (0 <= pn < page_count):
+                    self.logger.warning(f"[MinerU] Page index {pn} out of range for {page_count} pages during crop; skipping this page.")
+                    continue
                 page = self.page_images[pn]
                 x0, y0, x1, y1 = int(left), 0, int(right), int(min(bottom, page.size[1]))
                 cimgp = page.crop((x0, y0, x1, y1))

deepdoc/parser/pdf_parser.py

@@ -1252,24 +1252,77 @@ class RAGFlowPdfParser:
                 return None, None
             return
 
+        if not getattr(self, "page_images", None):
+            logging.warning("crop called without page images; skipping image generation.")
+            if need_position:
+                return None, None
+            return
+
+        page_count = len(self.page_images)
+
+        filtered_poss = []
+        for pns, left, right, top, bottom in poss:
+            if not pns:
+                logging.warning("Empty page index list in crop; skipping this position.")
+                continue
+            valid_pns = [p for p in pns if 0 <= p < page_count]
+            if not valid_pns:
+                logging.warning(f"All page indices {pns} out of range for {page_count} pages; skipping.")
+                continue
+            filtered_poss.append((valid_pns, left, right, top, bottom))
+
+        poss = filtered_poss
+        if not poss:
+            logging.warning("No valid positions after filtering; skip cropping.")
+            if need_position:
+                return None, None
+            return
+
         max_width = max(np.max([right - left for (_, left, right, _, _) in poss]), 6)
         GAP = 6
         pos = poss[0]
-        poss.insert(0, ([pos[0][0]], pos[1], pos[2], max(0, pos[3] - 120), max(pos[3] - GAP, 0)))
+        first_page_idx = pos[0][0]
+        poss.insert(0, ([first_page_idx], pos[1], pos[2], max(0, pos[3] - 120), max(pos[3] - GAP, 0)))
         pos = poss[-1]
-        poss.append(([pos[0][-1]], pos[1], pos[2], min(self.page_images[pos[0][-1]].size[1] / ZM, pos[4] + GAP), min(self.page_images[pos[0][-1]].size[1] / ZM, pos[4] + 120)))
+        last_page_idx = pos[0][-1]
+        if not (0 <= last_page_idx < page_count):
+            logging.warning(f"Last page index {last_page_idx} out of range for {page_count} pages; skipping crop.")
+            if need_position:
+                return None, None
+            return
+        last_page_height = self.page_images[last_page_idx].size[1] / ZM
+        poss.append(
+            (
+                [last_page_idx],
+                pos[1],
+                pos[2],
+                min(last_page_height, pos[4] + GAP),
+                min(last_page_height, pos[4] + 120),
+            )
+        )
 
         positions = []
         for ii, (pns, left, right, top, bottom) in enumerate(poss):
             right = left + max_width
             bottom *= ZM
             for pn in pns[1:]:
-                bottom += self.page_images[pn - 1].size[1]
+                if 0 <= pn - 1 < page_count:
+                    bottom += self.page_images[pn - 1].size[1]
+                else:
+                    logging.warning(f"Page index {pn}-1 out of range for {page_count} pages during crop; skipping height accumulation.")
+
+            if not (0 <= pns[0] < page_count):
+                logging.warning(f"Base page index {pns[0]} out of range for {page_count} pages during crop; skipping this segment.")
+                continue
+
             imgs.append(self.page_images[pns[0]].crop((left * ZM, top * ZM, right * ZM, min(bottom, self.page_images[pns[0]].size[1]))))
             if 0 < ii < len(poss) - 1:
                 positions.append((pns[0] + self.page_from, left, right, top, min(bottom, self.page_images[pns[0]].size[1]) / ZM))
             bottom -= self.page_images[pns[0]].size[1]
             for pn in pns[1:]:
+                if not (0 <= pn < page_count):
+                    logging.warning(f"Page index {pn} out of range for {page_count} pages during crop; skipping this page.")
+                    continue
                 imgs.append(self.page_images[pn].crop((left * ZM, 0, right * ZM, min(bottom, self.page_images[pn].size[1]))))
                 if 0 < ii < len(poss) - 1:
                     positions.append((pn + self.page_from, left, right, 0, min(bottom, self.page_images[pn].size[1]) / ZM))

deepdoc/parser/tcadp_parser.py

@@ -47,6 +47,7 @@ class TencentCloudAPIClient:
         self.secret_id = secret_id
         self.secret_key = secret_key
         self.region = region
+        self.outlines = []
         
         # Create credentials
         self.cred = credential.Credential(secret_id, secret_key)

docker/.env

@@ -106,11 +106,11 @@ ADMIN_SVR_HTTP_PORT=9381
 SVR_MCP_PORT=9382
 
 # The RAGFlow Docker image to download. v0.22+ doesn't include embedding models.
-RAGFLOW_IMAGE=infiniflow/ragflow:v0.22.0
+RAGFLOW_IMAGE=infiniflow/ragflow:v0.22.1
 
 # If you cannot download the RAGFlow Docker image:
-# RAGFLOW_IMAGE=swr.cn-north-4.myhuaweicloud.com/infiniflow/ragflow:v0.22.0
+# RAGFLOW_IMAGE=swr.cn-north-4.myhuaweicloud.com/infiniflow/ragflow:v0.22.1
-# RAGFLOW_IMAGE=registry.cn-hangzhou.aliyuncs.com/infiniflow/ragflow:v0.22.0
+# RAGFLOW_IMAGE=registry.cn-hangzhou.aliyuncs.com/infiniflow/ragflow:v0.22.1
 #
 # - For the `nightly` edition, uncomment either of the following:
 # RAGFLOW_IMAGE=swr.cn-north-4.myhuaweicloud.com/infiniflow/ragflow:nightly

docker/README.md

@@ -77,7 +77,7 @@ The [.env](./.env) file contains important environment variables for Docker.
 - `SVR_HTTP_PORT`  
   The port used to expose RAGFlow's HTTP API service to the host machine, allowing **external** access to the service running inside the Docker container. Defaults to `9380`.
 - `RAGFLOW-IMAGE`  
-  The Docker image edition. Defaults to `infiniflow/ragflow:v0.22.0`. The RAGFlow Docker image does not include embedding models.
+  The Docker image edition. Defaults to `infiniflow/ragflow:v0.22.1`. The RAGFlow Docker image does not include embedding models.
 
   
 > [!TIP]  

docs/configurations.md

@@ -97,7 +97,7 @@ RAGFlow utilizes MinIO as its object storage solution, leveraging its scalabilit
 - `SVR_HTTP_PORT`
   The port used to expose RAGFlow's HTTP API service to the host machine, allowing **external** access to the service running inside the Docker container. Defaults to `9380`.
 - `RAGFLOW-IMAGE`
-  The Docker image edition. Defaults to `infiniflow/ragflow:v0.22.0` (the RAGFlow Docker image without embedding models).
+  The Docker image edition. Defaults to `infiniflow/ragflow:v0.22.1` (the RAGFlow Docker image without embedding models).
 
 :::tip NOTE
 If you cannot download the RAGFlow Docker image, try the following mirrors.

docs/develop/build_docker_image.mdx

@@ -47,7 +47,7 @@ After building the infiniflow/ragflow:nightly image, you are ready to launch a f
 
 1. Edit Docker Compose Configuration
 
-Open the `docker/.env` file. Find the `RAGFLOW_IMAGE` setting and change the image reference from `infiniflow/ragflow:v0.22.0` to `infiniflow/ragflow:nightly` to use the pre-built image.
+Open the `docker/.env` file. Find the `RAGFLOW_IMAGE` setting and change the image reference from `infiniflow/ragflow:v0.22.1` to `infiniflow/ragflow:nightly` to use the pre-built image.
 
 
 2. Launch the Service

docs/guides/dataset/configure_knowledge_base.md

@@ -133,7 +133,7 @@ See [Run retrieval test](./run_retrieval_test.md) for details.
 
 ## Search for dataset
 
-As of RAGFlow v0.22.0, the search feature is still in a rudimentary form, supporting only dataset search by name.
+As of RAGFlow v0.22.1, the search feature is still in a rudimentary form, supporting only dataset search by name.
 
 ![search dataset](https://raw.githubusercontent.com/infiniflow/ragflow-docs/main/images/search_datasets.jpg)
 

docs/guides/manage_files.md

@@ -87,4 +87,4 @@ RAGFlow's file management allows you to download an uploaded file:
 
 ![download_file](https://github.com/infiniflow/ragflow/assets/93570324/cf3b297f-7d9b-4522-bf5f-4f45743e4ed5)
 
-> As of RAGFlow v0.22.0, bulk download is not supported, nor can you download an entire folder. 
+> As of RAGFlow v0.22.1, bulk download is not supported, nor can you download an entire folder. 

docs/guides/manage_users_and_services.md

@@ -46,7 +46,7 @@ The Admin CLI and Admin Service form a client-server architectural suite for RAG
 2. Install ragflow-cli.
 
    ```bash
-   pip install ragflow-cli==0.22.0
+   pip install ragflow-cli==0.22.1
    ```
 
 3. Launch the CLI client:

docs/guides/upgrade_ragflow.mdx

@@ -48,16 +48,16 @@ To upgrade RAGFlow, you must upgrade **both** your code **and** your Docker imag
    git clone https://github.com/infiniflow/ragflow.git
    ```
 
-2. Switch to the latest, officially published release, e.g., `v0.22.0`:
+2. Switch to the latest, officially published release, e.g., `v0.22.1`:
 
    ```bash
-   git checkout -f v0.22.0
+   git checkout -f v0.22.1
    ```
 
 3. Update **ragflow/docker/.env**:
 
    ```bash
-   RAGFLOW_IMAGE=infiniflow/ragflow:v0.22.0
+   RAGFLOW_IMAGE=infiniflow/ragflow:v0.22.1
    ```
 
 4. Update the RAGFlow image and restart RAGFlow:
@@ -78,10 +78,10 @@ No, you do not need to. Upgrading RAGFlow in itself will *not* remove your uploa
 1. From an environment with Internet access, pull the required Docker image.
 2. Save the Docker image to a **.tar** file.
    ```bash
-   docker save -o ragflow.v0.22.0.tar infiniflow/ragflow:v0.22.0
+   docker save -o ragflow.v0.22.1.tar infiniflow/ragflow:v0.22.1
    ```
 3. Copy the **.tar** file to the target server.
 4. Load the **.tar** file into Docker:
    ```bash
-   docker load -i ragflow.v0.22.0.tar
+   docker load -i ragflow.v0.22.1.tar
    ```

docs/quickstart.mdx

@@ -44,7 +44,7 @@ This section provides instructions on setting up the RAGFlow server on Linux. If
 
    `vm.max_map_count`. This value sets the maximum number of memory map areas a process may have. Its default value is 65530. While most applications require fewer than a thousand maps, reducing this value can result in abnormal behaviors, and the system will throw out-of-memory errors when a process reaches the limitation.
 
-   RAGFlow v0.22.0 uses Elasticsearch or [Infinity](https://github.com/infiniflow/infinity) for multiple recall. Setting the value of `vm.max_map_count` correctly is crucial to the proper functioning of the Elasticsearch component.
+   RAGFlow v0.22.1 uses Elasticsearch or [Infinity](https://github.com/infiniflow/infinity) for multiple recall. Setting the value of `vm.max_map_count` correctly is crucial to the proper functioning of the Elasticsearch component.
 
 <Tabs
   defaultValue="linux"
@@ -184,7 +184,7 @@ This section provides instructions on setting up the RAGFlow server on Linux. If
    ```bash
    $ git clone https://github.com/infiniflow/ragflow.git
    $ cd ragflow/docker
-   $ git checkout -f v0.22.0
+   $ git checkout -f v0.22.1
    ```
 
 3. Use the pre-built Docker images and start up the server:
@@ -200,7 +200,7 @@ This section provides instructions on setting up the RAGFlow server on Linux. If
 
 | RAGFlow image tag   | Image size (GB) | Stable?                  |
 | ------------------- | --------------- | ------------------------ |
-| v0.22.0             | &approx;2       | Stable release           |
+| v0.22.1             | &approx;2       | Stable release           |
 | nightly             | &approx;2       | _Unstable_ nightly build |
 
 ```mdx-code-block

docs/release_notes.md

@@ -7,6 +7,32 @@ slug: /release_notes
 
 Key features, improvements and bug fixes in the latest releases.
 
+## v0.22.1
+
+Released on November 19, 2025.
+
+### Improvements
+
+- Agent:
+  - Supports exporting Agent outputs in Word or Markdown formats.
+  - Adds a **List operations** component.
+  - Adds a **Variable aggregator** component.
+- Data sources:
+  - Supports S3-compatible data sources, e.g., MinIO.
+  - Adds data synchronization with JIRA.
+- Continues the redesign of the **Profile** page layouts.
+- Upgrades the Flask web framework from synchronous to asynchronous, increasing concurrency and preventing blocking issues caused when requesting upstream LLM services.
+
+### Fixed issues
+
+- A v0.22.0 issue: Users failed to parse uploaded files or switch embedding model in a dataset containing parsed files using a built-in model from a `-full` RAGFlow edition.
+- Image concatenated in Word documents. [#11310](https://github.com/infiniflow/ragflow/pull/11310)
+- Mixed images and text were not correctly displayed in the chat history.
+
+### Newly supported models
+
+- Gemini 3 Pro Preview
+
 ## v0.22.0
 
 Released on November 12, 2025.
@@ -77,7 +103,7 @@ Released on October 15, 2025.
 - Redesigns RAGFlow's Login and Registration pages.
 - Upgrades RAGFlow's document engine Infinity to v0.6.0.
 
-### Added models
+### Newly supported models
 
 - Tongyi Qwen 3 series
 - Claude Sonnet 4.5
@@ -100,7 +126,7 @@ Released on September 10, 2025.
   - **Execute SQL** component enhanced: Replaces the original variable reference component with a text input field, allowing users to write free-form SQL queries and reference variables. See [here](./guides/agent/agent_component_reference/execute_sql.md).
 - Chat: Re-enables **Reasoning** and **Cross-language search**.
 
-### Added models
+### Newly supported models
 
 - Meituan LongCat
 - Kimi: kimi-k2-turbo-preview and kimi-k2-0905-preview
@@ -139,7 +165,7 @@ Released on August 27, 2025.
   - Improves Markdown file parsing, with AST support to avoid unintended chunking.
   - Enhances HTML parsing, supporting bs4-based HTML tag traversal.
 
-### Added models
+### Newly supported models
 
 ZHIPU GLM-4.5
 
@@ -200,7 +226,7 @@ Released on August 8, 2025.
 - The **Retrieval** component now supports the dynamic specification of dataset names using variables.
 - The user interface now includes a French language option.
 
-### Added Models
+### Newly supported models
 
 - GPT-5
 - Claude 4.1
@@ -264,7 +290,7 @@ Released on June 23, 2025.
 - Added support for models installed via Ollama or VLLM when creating a dataset through the API. [#8069](https://github.com/infiniflow/ragflow/pull/8069)
 - Enabled role-based authentication for S3 bucket access. [#8149](https://github.com/infiniflow/ragflow/pull/8149)
 
-### Added models
+### Newly supported models
 
 - Qwen 3 Embedding. [#8184](https://github.com/infiniflow/ragflow/pull/8184) 
 - Voyage Multimodal 3. [#7987](https://github.com/infiniflow/ragflow/pull/7987)

helm/values.yaml

@@ -56,7 +56,7 @@ env:
 ragflow:
   image:
     repository: infiniflow/ragflow
-    tag: v0.22.0
+    tag: v0.22.1
     pullPolicy: IfNotPresent
     pullSecrets: []
   # Optional service configuration overrides

pyproject.toml

@@ -1,6 +1,6 @@
 [project]
 name = "ragflow"
-version = "0.22.0"
+version = "0.22.1"
 description = "[RAGFlow](https://ragflow.io/) is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding. It offers a streamlined RAG workflow for businesses of any scale, combining LLM (Large Language Models) to provide truthful question-answering capabilities, backed by well-founded citations from various complex formatted data."
 authors = [{ name = "Zhichang Yu", email = "yuzhichang@gmail.com" }]
 license-files = ["LICENSE"]
@@ -86,6 +86,9 @@ dependencies = [
     "python-pptx>=1.0.2,<2.0.0",
     "pywencai==0.12.2",
     "qianfan==0.4.6",
+    "quart-auth==0.11.0",
+    "quart-cors==0.8.0",
+    "Quart==0.20.0",
     "ranx==0.3.20",
     "readability-lxml==0.8.1",
     "valkey==6.0.2",

rag/app/manual.py

@@ -216,6 +216,30 @@ def chunk(filename, binary=None, from_page=0, to_page=100000,
             **kwargs
         )
 
+        def _normalize_section(section):
+            # pad section to length 3: (txt, sec_id, poss)
+            if len(section) == 1:
+                section = (section[0], "", [])
+            elif len(section) == 2:
+                section = (section[0], "", section[1])
+            elif len(section) != 3:
+                raise ValueError(f"Unexpected section length: {len(section)} (value={section!r})")
+
+            txt, sec_id, poss = section
+            if isinstance(poss, str):
+                poss = pdf_parser.extract_positions(poss)
+                first = poss[0]          # tuple: ([pn], x1, x2, y1, y2)
+                pn = first[0]           
+
+                if isinstance(pn, list):
+                    pn = pn[0]           # [pn] -> pn
+                    poss[0] = (pn, *first[1:])
+
+            return (txt, sec_id, poss)
+        
+
+        sections = [_normalize_section(sec) for sec in sections]
+
         if not sections and not tbls:
             return []
 

rag/app/naive.py

@@ -70,6 +70,7 @@ def by_mineru(filename, binary=None, from_page=0, to_page=100000, lang="Chinese"
         callback=callback,
         output_dir=os.environ.get("MINERU_OUTPUT_DIR", ""),
         backend=os.environ.get("MINERU_BACKEND", "pipeline"),
+        server_url=os.environ.get("MINERU_SERVER_URL", ""),
         delete_output=bool(int(os.environ.get("MINERU_DELETE_OUTPUT", 1))),
     )
     return sections, tables, pdf_parser

rag/llm/cv_model.py

@@ -14,24 +14,27 @@
 #  limitations under the License.
 #
 
-import re
 import base64
 import json
-import os
-import tempfile
 import logging
+import os
+import re
+import tempfile
 from abc import ABC
 from copy import deepcopy
 from io import BytesIO
 from pathlib import Path
 from urllib.parse import urljoin
+
 import requests
 from openai import OpenAI
 from openai.lib.azure import AzureOpenAI
 from zhipuai import ZhipuAI
+
+from common.token_utils import num_tokens_from_string, total_token_count_from_response
 from rag.nlp import is_english
 from rag.prompts.generator import vision_llm_describe_prompt
-from common.token_utils import num_tokens_from_string, total_token_count_from_response
+
 
 class Base(ABC):
     def __init__(self, **kwargs):
@@ -70,12 +73,7 @@ class Base(ABC):
 
         pmpt = [{"type": "text", "text": text}]
         for img in images:
-            pmpt.append({
+            pmpt.append({"type": "image_url", "image_url": {"url": img if isinstance(img, str) and img.startswith("data:") else f"data:image/png;base64,{img}"}})
-                "type": "image_url",
-                "image_url": {
-                    "url": img if isinstance(img, str) and img.startswith("data:") else f"data:image/png;base64,{img}"
-                }
-            })
         return pmpt
 
     def chat(self, system, history, gen_conf, images=None, **kwargs):
@@ -128,7 +126,7 @@ class Base(ABC):
             try:
                 image.save(buffered, format="JPEG")
             except Exception:
-                 # reset buffer before saving PNG
+                # reset buffer before saving PNG
                 buffered.seek(0)
                 buffered.truncate()
                 image.save(buffered, format="PNG")
@@ -158,7 +156,7 @@ class Base(ABC):
             try:
                 image.save(buffered, format="JPEG")
             except Exception:
-                 # reset buffer before saving PNG
+                # reset buffer before saving PNG
                 buffered.seek(0)
                 buffered.truncate()
                 image.save(buffered, format="PNG")
@@ -176,18 +174,13 @@ class Base(ABC):
                     "请用中文详细描述一下图中的内容，比如时间，地点，人物，事情，人物心情等，如果有数据请提取出数据。"
                     if self.lang.lower() == "chinese"
                     else "Please describe the content of this picture, like where, when, who, what happen. If it has number data, please extract them out.",
-                    b64
+                    b64,
-                )
+                ),
             }
         ]
 
     def vision_llm_prompt(self, b64, prompt=None):
-        return [
+        return [{"role": "user", "content": self._image_prompt(prompt if prompt else vision_llm_describe_prompt(), b64)}]
-            {
-                "role": "user",
-                "content": self._image_prompt(prompt if prompt else vision_llm_describe_prompt(), b64)
-            }
-        ]
 
 
 class GptV4(Base):
@@ -208,7 +201,7 @@ class GptV4(Base):
             model=self.model_name,
             messages=self.prompt(b64),
             extra_body=self.extra_body,
-            unused = None,
+            unused=None,
         )
         return res.choices[0].message.content.strip(), total_token_count_from_response(res)
 
@@ -219,7 +212,7 @@ class GptV4(Base):
             messages=self.vision_llm_prompt(b64, prompt),
             extra_body=self.extra_body,
         )
-        return res.choices[0].message.content.strip(),total_token_count_from_response(res)
+        return res.choices[0].message.content.strip(), total_token_count_from_response(res)
 
 
 class AzureGptV4(GptV4):
@@ -324,14 +317,12 @@ class Zhipu4V(GptV4):
         self.lang = lang
         Base.__init__(self, **kwargs)
 
-
     def _clean_conf(self, gen_conf):
         if "max_tokens" in gen_conf:
             del gen_conf["max_tokens"]
         gen_conf = self._clean_conf_plealty(gen_conf)
         return gen_conf
 
-
     def _clean_conf_plealty(self, gen_conf):
         if "presence_penalty" in gen_conf:
             del gen_conf["presence_penalty"]
@@ -339,24 +330,17 @@ class Zhipu4V(GptV4):
             del gen_conf["frequency_penalty"]
         return gen_conf
 
-
     def _request(self, msg, stream, gen_conf={}):
         response = requests.post(
             self.base_url,
-            json={
+            json={"model": self.model_name, "messages": msg, "stream": stream, **gen_conf},
-                "model": self.model_name,
+            headers={
-                "messages": msg,
+                "Authorization": f"Bearer {self.api_key}",
-                "stream": stream,
+                "Content-Type": "application/json",
-                **gen_conf
             },
-            headers= {
-            "Authorization": f"Bearer {self.api_key}",  
-            "Content-Type": "application/json",
-            }
         )
         return response.json()
 
-
     def chat(self, system, history, gen_conf, images=None, stream=False, **kwargs):
         if system and history and history[0].get("role") != "system":
             history.insert(0, {"role": "system", "content": system})
@@ -369,10 +353,9 @@ class Zhipu4V(GptV4):
 
         cleaned = re.sub(r"<\|(begin_of_box|end_of_box)\|>", "", content).strip()
         return cleaned, total_token_count_from_response(response)
-    
 
     def chat_streamly(self, system, history, gen_conf, images=None, **kwargs):
-        from rag.llm.chat_model import LENGTH_NOTIFICATION_CN, LENGTH_NOTIFICATION_EN 
+        from rag.llm.chat_model import LENGTH_NOTIFICATION_CN, LENGTH_NOTIFICATION_EN
         from rag.nlp import is_chinese
 
         if system and history and history[0].get("role") != "system":
@@ -402,44 +385,24 @@ class Zhipu4V(GptV4):
 
         yield tk_count
 
-
     def describe(self, image):
         return self.describe_with_prompt(image)
 
-
     def describe_with_prompt(self, image, prompt=None):
         b64 = self.image2base64(image)
         if prompt is None:
             prompt = "Describe this image."
 
         # Chat messages
-        messages = [
+        messages = [{"role": "user", "content": [{"type": "image_url", "image_url": {"url": b64}}, {"type": "text", "text": prompt}]}]
-            {
-                "role": "user",
-                "content": [
-                    {
-                        "type": "image_url",
-                        "image_url": { "url": b64 }
-                    },
-                    {
-                        "type": "text",
-                        "text": prompt
-                    }
-                ]
-            }
-        ]
 
-        resp = self.client.chat.completions.create(
+        resp = self.client.chat.completions.create(model=self.model_name, messages=messages, stream=False)
-            model=self.model_name,
-            messages=messages,
-            stream=False
-        )
 
         content = resp.choices[0].message.content.strip()
         cleaned = re.sub(r"<\|(begin_of_box|end_of_box)\|>", "", content).strip()
 
         return cleaned, num_tokens_from_string(cleaned)
-    
+
 
 class StepFunCV(GptV4):
     _FACTORY_NAME = "StepFun"
@@ -452,6 +415,7 @@ class StepFunCV(GptV4):
         self.lang = lang
         Base.__init__(self, **kwargs)
 
+
 class VolcEngineCV(GptV4):
     _FACTORY_NAME = "VolcEngine"
 
@@ -464,6 +428,7 @@ class VolcEngineCV(GptV4):
         self.lang = lang
         Base.__init__(self, **kwargs)
 
+
 class LmStudioCV(GptV4):
     _FACTORY_NAME = "LM-Studio"
 
@@ -502,13 +467,7 @@ class TogetherAICV(GptV4):
 class YiCV(GptV4):
     _FACTORY_NAME = "01.AI"
 
-    def __init__(
+    def __init__(self, key, model_name, lang="Chinese", base_url="https://api.lingyiwanwu.com/v1", **kwargs):
-            self,
-            key,
-            model_name,
-            lang="Chinese",
-            base_url="https://api.lingyiwanwu.com/v1", **kwargs
-    ):
         if not base_url:
             base_url = "https://api.lingyiwanwu.com/v1"
         super().__init__(key, model_name, lang, base_url, **kwargs)
@@ -517,13 +476,7 @@ class YiCV(GptV4):
 class SILICONFLOWCV(GptV4):
     _FACTORY_NAME = "SILICONFLOW"
 
-    def __init__(
+    def __init__(self, key, model_name, lang="Chinese", base_url="https://api.siliconflow.cn/v1", **kwargs):
-            self,
-            key,
-            model_name,
-            lang="Chinese",
-            base_url="https://api.siliconflow.cn/v1", **kwargs
-    ):
         if not base_url:
             base_url = "https://api.siliconflow.cn/v1"
         super().__init__(key, model_name, lang, base_url, **kwargs)
@@ -532,13 +485,7 @@ class SILICONFLOWCV(GptV4):
 class OpenRouterCV(GptV4):
     _FACTORY_NAME = "OpenRouter"
 
-    def __init__(
+    def __init__(self, key, model_name, lang="Chinese", base_url="https://openrouter.ai/api/v1", **kwargs):
-            self,
-            key,
-            model_name,
-            lang="Chinese",
-            base_url="https://openrouter.ai/api/v1", **kwargs
-    ):
         if not base_url:
             base_url = "https://openrouter.ai/api/v1"
         api_key = json.loads(key).get("api_key", "")
@@ -549,6 +496,7 @@ class OpenRouterCV(GptV4):
         provider_order = json.loads(key).get("provider_order", "")
         self.extra_body = {}
         if provider_order:
+
             def _to_order_list(x):
                 if x is None:
                     return []
@@ -557,6 +505,7 @@ class OpenRouterCV(GptV4):
                 if isinstance(x, (list, tuple)):
                     return [str(s).strip() for s in x if str(s).strip()]
                 return []
+
             provider_cfg = {}
             provider_order = _to_order_list(provider_order)
             provider_cfg["order"] = provider_order
@@ -616,18 +565,18 @@ class OllamaCV(Base):
 
     def __init__(self, key, model_name, lang="Chinese", **kwargs):
         from ollama import Client
+
         self.client = Client(host=kwargs["base_url"])
         self.model_name = model_name
         self.lang = lang
         self.keep_alive = kwargs.get("ollama_keep_alive", int(os.environ.get("OLLAMA_KEEP_ALIVE", -1)))
         Base.__init__(self, **kwargs)
 
-
     def _clean_img(self, img):
         if not isinstance(img, str):
             return img
 
-        #remove the header like "data/*;base64,"
+        # remove the header like "data/*;base64,"
         if img.startswith("data:") and ";base64," in img:
             img = img.split(";base64,")[1]
         return img
@@ -687,12 +636,7 @@ class OllamaCV(Base):
 
     def chat(self, system, history, gen_conf, images=None, **kwargs):
         try:
-            response = self.client.chat(
+            response = self.client.chat(model=self.model_name, messages=self._form_history(system, history, images), options=self._clean_conf(gen_conf), keep_alive=self.keep_alive)
-                model=self.model_name,
-                messages=self._form_history(system, history, images),
-                options=self._clean_conf(gen_conf),
-                keep_alive=self.keep_alive
-            )
 
             ans = response["message"]["content"].strip()
             return ans, response["eval_count"] + response.get("prompt_eval_count", 0)
@@ -702,13 +646,7 @@ class OllamaCV(Base):
     def chat_streamly(self, system, history, gen_conf, images=None, **kwargs):
         ans = ""
         try:
-            response = self.client.chat(
+            response = self.client.chat(model=self.model_name, messages=self._form_history(system, history, images), stream=True, options=self._clean_conf(gen_conf), keep_alive=self.keep_alive)
-                model=self.model_name,
-                messages=self._form_history(system, history, images),
-                stream=True,
-                options=self._clean_conf(gen_conf),
-                keep_alive=self.keep_alive
-            )
             for resp in response:
                 if resp["done"]:
                     yield resp.get("prompt_eval_count", 0) + resp.get("eval_count", 0)
@@ -723,29 +661,80 @@ class GeminiCV(Base):
     _FACTORY_NAME = "Gemini"
 
     def __init__(self, key, model_name="gemini-1.0-pro-vision-latest", lang="Chinese", **kwargs):
-        from google.generativeai import GenerativeModel, client
+        from google import genai
 
-        client.configure(api_key=key)
+        self.api_key = key
-        _client = client.get_default_generative_client()
-        self.api_key=key
         self.model_name = model_name
-        self.model = GenerativeModel(model_name=self.model_name)
+        self.client = genai.Client(api_key=key)
-        self.model._client = _client
         self.lang = lang
         Base.__init__(self, **kwargs)
+        logging.info(f"[GeminiCV] Initialized with model={self.model_name} lang={self.lang}")
+
+    def _image_to_part(self, image):
+        from google.genai import types
+
+        if isinstance(image, str) and image.startswith("data:") and ";base64," in image:
+            header, b64data = image.split(",", 1)
+            mime = header.split(":", 1)[1].split(";", 1)[0]
+            data = base64.b64decode(b64data)
+        else:
+            data_url = self.image2base64(image)
+            header, b64data = data_url.split(",", 1)
+            mime = header.split(":", 1)[1].split(";", 1)[0]
+            data = base64.b64decode(b64data)
+
+        return types.Part(
+            inline_data=types.Blob(
+                mime_type=mime,
+                data=data,
+            )
+        )
 
     def _form_history(self, system, history, images=None):
-        hist = []
+        from google.genai import types
-        if system:
+
-            hist.append({"role": "user", "parts": [system, history[0]["content"]]})
+        contents = []
+        images = images or []
+        system_len = len(system) if isinstance(system, str) else 0
+        history_len = len(history) if history else 0
+        images_len = len(images)
+        logging.info(f"[GeminiCV] _form_history called: system_len={system_len} history_len={history_len} images_len={images_len}")
+
+        image_parts = []
         for img in images:
-            hist[0]["parts"].append(("data:image/jpeg;base64," + img) if img[:4]!="data" else img)
+            try:
-        for h in history[1:]:
+                image_parts.append(self._image_to_part(img))
-            hist.append({"role": "user" if h["role"]=="user" else "model", "parts": [h["content"]]})
+            except Exception:
-        return hist
+                continue
+
+        remaining_history = history or []
+        if system or remaining_history:
+            parts = []
+            if system:
+                parts.append(types.Part(text=system))
+            if remaining_history:
+                first = remaining_history[0]
+                parts.append(types.Part(text=first.get("content", "")))
+                remaining_history = remaining_history[1:]
+            parts.extend(image_parts)
+            contents.append(types.Content(role="user", parts=parts))
+        elif image_parts:
+            contents.append(types.Content(role="user", parts=image_parts))
+
+        role_map = {"user": "user", "assistant": "model", "system": "user"}
+        for h in remaining_history:
+            role = role_map.get(h.get("role"), "user")
+            contents.append(
+                types.Content(
+                    role=role,
+                    parts=[types.Part(text=h.get("content", ""))],
+                )
+            )
+
+        return contents
 
     def describe(self, image):
-        from PIL.Image import open
+        from google.genai import types
 
         prompt = (
             "请用中文详细描述一下图中的内容，比如时间，地点，人物，事情，人物心情等，如果有数据请提取出数据。"
@@ -753,74 +742,104 @@ class GeminiCV(Base):
             else "Please describe the content of this picture, like where, when, who, what happen. If it has number data, please extract them out."
         )
 
-        if image is bytes:
+        contents = [
-            with BytesIO(image) as bio:
+            types.Content(
-                with open(bio) as img:
+                role="user",
-                    input = [prompt, img]
+                parts=[
-                    res = self.model.generate_content(input)
+                    types.Part(text=prompt),
-                    return res.text, total_token_count_from_response(res)
+                    self._image_to_part(image),
-        else:
+                ],
-            b64 = self.image2base64_rawvalue(image)
+            )
-            with BytesIO(base64.b64decode(b64)) as bio:
+        ]
-                with open(bio) as img:
+
-                    input = [prompt, img]
+        res = self.client.models.generate_content(
-                    res = self.model.generate_content(input)
+            model=self.model_name,
-                    return res.text, total_token_count_from_response(res)
+            contents=contents,
+        )
+        return res.text, total_token_count_from_response(res)
 
     def describe_with_prompt(self, image, prompt=None):
-        from PIL.Image import open
+        from google.genai import types
+
         vision_prompt = prompt if prompt else vision_llm_describe_prompt()
 
-        if image is bytes:
+        contents = [
-            with BytesIO(image) as bio:
+            types.Content(
-                with open(bio) as img:
+                role="user",
-                    input = [vision_prompt, img]
+                parts=[
-                    res = self.model.generate_content(input)
+                    types.Part(text=vision_prompt),
-                    return res.text, total_token_count_from_response(res)
+                    self._image_to_part(image),
-        else:
+                ],
-            b64 = self.image2base64_rawvalue(image)
+            )
-            with BytesIO(base64.b64decode(b64)) as bio:
+        ]
-                with open(bio) as img:
-                    input = [vision_prompt, img]
-                    res = self.model.generate_content(input)
-                    return res.text, total_token_count_from_response(res)
 
+        res = self.client.models.generate_content(
+            model=self.model_name,
+            contents=contents,
+        )
+        return res.text, total_token_count_from_response(res)
 
     def chat(self, system, history, gen_conf, images=None, video_bytes=None, filename="", **kwargs):
         if video_bytes:
             try:
+                size = len(video_bytes) if video_bytes else 0
+                logging.info(f"[GeminiCV] chat called with video: filename={filename} size={size}")
                 summary, summary_num_tokens = self._process_video(video_bytes, filename)
                 return summary, summary_num_tokens
             except Exception as e:
+                logging.info(f"[GeminiCV] chat video error: {e}")
                 return "**ERROR**: " + str(e), 0
 
-        generation_config = dict(temperature=gen_conf.get("temperature", 0.3), top_p=gen_conf.get("top_p", 0.7))
+        from google.genai import types
+
+        history_len = len(history) if history else 0
+        images_len = len(images) if images else 0
+        logging.info(f"[GeminiCV] chat called: history_len={history_len} images_len={images_len} gen_conf={gen_conf}")
+
+        generation_config = types.GenerateContentConfig(
+            temperature=gen_conf.get("temperature", 0.3),
+            top_p=gen_conf.get("top_p", 0.7),
+        )
         try:
-            response = self.model.generate_content(
+            response = self.client.models.generate_content(
-                self._form_history(system, history, images),
+                model=self.model_name,
-                generation_config=generation_config)
+                contents=self._form_history(system, history, images),
+                config=generation_config,
+            )
             ans = response.text
-            return ans, total_token_count_from_response(ans)
+            logging.info("[GeminiCV] chat completed")
+            return ans, total_token_count_from_response(response)
         except Exception as e:
+            logging.warning(f"[GeminiCV] chat error: {e}")
             return "**ERROR**: " + str(e), 0
 
     def chat_streamly(self, system, history, gen_conf, images=None, **kwargs):
         ans = ""
         response = None
         try:
-            generation_config = dict(temperature=gen_conf.get("temperature", 0.3), top_p=gen_conf.get("top_p", 0.7))
+            from google.genai import types
-            response = self.model.generate_content(
+
-                self._form_history(system, history, images),
+            generation_config = types.GenerateContentConfig(
-                generation_config=generation_config,
+                temperature=gen_conf.get("temperature", 0.3),
-                stream=True,
+                top_p=gen_conf.get("top_p", 0.7),
+            )
+            history_len = len(history) if history else 0
+            images_len = len(images) if images else 0
+            logging.info(f"[GeminiCV] chat_streamly called: history_len={history_len} images_len={images_len} gen_conf={gen_conf}")
+
+            response_stream = self.client.models.generate_content_stream(
+                model=self.model_name,
+                contents=self._form_history(system, history, images),
+                config=generation_config,
             )
 
-            for resp in response:
+            for chunk in response_stream:
-                if not resp.text:
+                if chunk.text:
-                    continue
+                    ans += chunk.text
-                ans = resp.text
+                    yield chunk.text
-                yield ans
+            logging.info("[GeminiCV] chat_streamly completed")
         except Exception as e:
+            logging.warning(f"[GeminiCV] chat_streamly error: {e}")
             yield ans + "\n**ERROR**: " + str(e)
 
         yield total_token_count_from_response(response)
@@ -830,17 +849,15 @@ class GeminiCV(Base):
         from google.genai import types
 
         video_size_mb = len(video_bytes) / (1024 * 1024)
-        client = genai.Client(api_key=self.api_key)
+        client = self.client if hasattr(self, "client") else genai.Client(api_key=self.api_key)
+        logging.info(f"[GeminiCV] _process_video called: filename={filename} size_mb={video_size_mb:.2f}")
 
         tmp_path = None
         try:
             if video_size_mb <= 20:
                 response = client.models.generate_content(
                     model="models/gemini-2.5-flash",
-                    contents=types.Content(parts=[
+                    contents=types.Content(parts=[types.Part(inline_data=types.Blob(data=video_bytes, mime_type="video/mp4")), types.Part(text="Please summarize the video in proper sentences.")]),
-                        types.Part(inline_data=types.Blob(data=video_bytes, mime_type="video/mp4")),
-                        types.Part(text="Please summarize the video in proper sentences.")
-                    ])
                 )
             else:
                 logging.info(f"Video size {video_size_mb:.2f}MB exceeds 20MB. Using Files API...")
@@ -850,16 +867,13 @@ class GeminiCV(Base):
                     tmp_path = Path(tmp.name)
                 uploaded_file = client.files.upload(file=tmp_path)
 
-                response = client.models.generate_content(
+                response = client.models.generate_content(model="gemini-2.5-flash", contents=[uploaded_file, "Please summarize this video in proper sentences."])
-                    model="gemini-2.5-flash",
-                    contents=[uploaded_file, "Please summarize this video in proper sentences."]
-                )
 
             summary = response.text or ""
-            logging.info(f"Video summarized: {summary[:32]}...")
+            logging.info(f"[GeminiCV] Video summarized: {summary[:32]}...")
             return summary, num_tokens_from_string(summary)
         except Exception as e:
-            logging.error(f"Video processing failed: {e}")
+            logging.warning(f"[GeminiCV] Video processing failed: {e}")
             raise
         finally:
             if tmp_path and tmp_path.exists():
@@ -869,13 +883,7 @@ class GeminiCV(Base):
 class NvidiaCV(Base):
     _FACTORY_NAME = "NVIDIA"
 
-    def __init__(
+    def __init__(self, key, model_name, lang="Chinese", base_url="https://ai.api.nvidia.com/v1/vlm", **kwargs):
-        self,
-        key,
-        model_name,
-        lang="Chinese",
-        base_url="https://ai.api.nvidia.com/v1/vlm", **kwargs
-    ):
         if not base_url:
             base_url = ("https://ai.api.nvidia.com/v1/vlm",)
         self.lang = lang
@@ -920,9 +928,7 @@ class NvidiaCV(Base):
                 "content-type": "application/json",
                 "Authorization": f"Bearer {self.key}",
             },
-            json={
+            json={"messages": msg, **gen_conf},
-                "messages": msg, **gen_conf
-            },
         )
         return response.json()
 
@@ -930,18 +936,12 @@ class NvidiaCV(Base):
         b64 = self.image2base64(image)
         vision_prompt = self.vision_llm_prompt(b64, prompt) if prompt else self.vision_llm_prompt(b64)
         response = self._request(vision_prompt)
-        return (
+        return (response["choices"][0]["message"]["content"].strip(), total_token_count_from_response(response))
-            response["choices"][0]["message"]["content"].strip(),
-            total_token_count_from_response(response)
-        )
 
     def chat(self, system, history, gen_conf, images=None, **kwargs):
         try:
             response = self._request(self._form_history(system, history, images), gen_conf)
-            return (
+            return (response["choices"][0]["message"]["content"].strip(), total_token_count_from_response(response))
-                response["choices"][0]["message"]["content"].strip(),
-                total_token_count_from_response(response)
-            )
         except Exception as e:
             return "**ERROR**: " + str(e), 0
 
@@ -950,7 +950,7 @@ class NvidiaCV(Base):
         try:
             response = self._request(self._form_history(system, history, images), gen_conf)
             cnt = response["choices"][0]["message"]["content"]
-            total_tokens +=  total_token_count_from_response(response)
+            total_tokens += total_token_count_from_response(response)
             for resp in cnt:
                 yield resp
         except Exception as e:
@@ -978,14 +978,15 @@ class AnthropicCV(Base):
             return text
         pmpt = [{"type": "text", "text": text}]
         for img in images:
-            pmpt.append({
+            pmpt.append(
-                        "type": "image",
+                {
-                        "source": {
+                    "type": "image",
-                            "type": "base64",
+                    "source": {
-                            "media_type": (img.split(":")[1].split(";")[0] if isinstance(img, str) and img[:4] == "data" else "image/png"),
+                        "type": "base64",
-                            "data": (img.split(",")[1] if isinstance(img, str) and img[:4] == "data" else img)
+                        "media_type": (img.split(":")[1].split(";")[0] if isinstance(img, str) and img[:4] == "data" else "image/png"),
-                        },
+                        "data": (img.split(",")[1] if isinstance(img, str) and img[:4] == "data" else img),
-                    }
+                    },
+                }
             )
         return pmpt
 

rag/prompts/generator.py

@@ -52,7 +52,7 @@ def chunks_format(reference):
             "similarity": chunk.get("similarity"),
             "vector_similarity": chunk.get("vector_similarity"),
             "term_similarity": chunk.get("term_similarity"),
-            "doc_type": chunk.get("doc_type_kwd"),
+            "doc_type": get_value(chunk, "doc_type_kwd", "doc_type"),
         }
         for chunk in reference.get("chunks", [])
     ]

sdk/python/pyproject.toml

@@ -1,6 +1,6 @@
 [project]
 name = "ragflow-sdk"
-version = "0.22.0"
+version = "0.22.1"
 description = "Python client sdk of [RAGFlow](https://github.com/infiniflow/ragflow). RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding."
 authors = [{ name = "Zhichang Yu", email = "yuzhichang@gmail.com" }]
 license = { text = "Apache License, Version 2.0" }

sdk/python/test/test_frontend_api/test_dataset.py

@@ -101,10 +101,10 @@ def test_invalid_name_dataset(get_auth):
     # create dataset
     # with pytest.raises(Exception) as e:
     res = create_dataset(get_auth, 0)
-    assert res['code'] == 100
+    assert res['code'] != 0
 
     res = create_dataset(get_auth, "")
-    assert res['code'] == 102
+    assert res['code'] != 0
 
     long_string = ""
 
@@ -112,7 +112,7 @@ def test_invalid_name_dataset(get_auth):
         long_string += random.choice(string.ascii_letters + string.digits)
 
     res = create_dataset(get_auth, long_string)
-    assert res['code'] == 102
+    assert res['code'] != 0
     print(res)
 
 

sdk/python/uv.lock

@@ -353,7 +353,7 @@ wheels = [
 
 [[package]]
 name = "ragflow-sdk"
-version = "0.22.0"
+version = "0.22.1"
 source = { virtual = "." }
 dependencies = [
     { name = "beartype" },

web/public/iconfont.js

@@ -140,6 +140,16 @@
     <path d="M0 0h1024v1024H0z"  opacity=".01"></path>
     <path d="M867.072 141.184H156.032a32 32 0 0 0 0 64h711.04a32 32 0 0 0 0-64z m0.832 226.368H403.2a32 32 0 0 0 0 64h464.704a32 32 0 0 0 0-64zM403.2 573.888h464.704a32 32 0 0 1 0 64H403.2a32 32 0 0 1 0-64z m464.704 226.368H156.864a32 32 0 0 0 0 64h711.04a32 32 0 0 0 0-64zM137.472 367.552v270.336l174.528-122.24-174.528-148.096z" ></path>
 </symbol>` +
+  ` <symbol id="icon-a-listoperations" viewBox="0 0 1024 1024">
+        <path d="M341.376 96a32 32 0 0 1 0 64h-128a10.688 10.688 0 0 0-10.688 10.688v682.624a10.752 10.752 0 0 0 10.688 10.688h128a32 32 0 0 1 0 64h-128a74.688 74.688 0 0 1-74.688-74.688V170.688A74.688 74.688 0 0 1 213.376 96h128z m469.312 0a74.688 74.688 0 0 1 74.688 74.688v682.624a74.752 74.752 0 0 1-74.688 74.688h-128a32 32 0 1 1 0-64h128a10.752 10.752 0 0 0 10.688-10.688V170.688a10.752 10.752 0 0 0-10.688-10.688h-128a32 32 0 1 1 0-64h128zM357.248 464.256a48 48 0 0 1 0 95.488l-4.928 0.256H352a48 48 0 0 1 0-96h0.32l4.928 0.256z m155.072-0.256a48 48 0 1 1 0 96H512a48 48 0 0 1 0-96h0.32z m160 0a48 48 0 0 1 0 96H672a48 48 0 0 1 0-96h0.32z" ></path>
+    </symbol>` +
+  `<symbol id="icon-aggregator" viewBox="0 0 1024 1024">
+        <path d="M949.312 533.312a32 32 0 0 1-9.344 22.592l-170.688 170.688a32 32 0 0 1-45.248-45.248l116.032-116.032H478.208l-10.176-0.128a202.688 202.688 0 0 1-135.36-59.264L41.344 214.592a32 32 0 1 1 45.312-45.248l291.264 291.328 10.24 9.344a138.688 138.688 0 0 0 89.344 31.296h362.56L724.032 385.28a32 32 0 0 1 45.248-45.248l170.688 170.624a32 32 0 0 1 9.344 22.656zM299.968 638.656a32 32 0 0 1 0 45.248L86.656 897.28a32 32 0 0 1-45.312-45.248L254.72 638.72a32 32 0 0 1 45.312 0z" ></path>
+    </symbol>` +
+  `<symbol id="icon-a-ariableassigner" viewBox="0 0 1024 1024">
+        <path d="M509.056 64c123.136 0 235.072 48.512 317.12 130.56l-41.024 37.312C714.24 161.024 617.216 119.936 509.056 119.936a391.808 391.808 0 1 0 0 783.552 392.448 392.448 0 0 0 294.784-134.272l41.024 37.312c-82.048 93.248-201.472 149.248-335.808 149.248-246.272 3.712-447.744-197.76-447.744-444.032S262.784 64 509.056 64z m-63.424 186.56a29.184 29.184 0 0 1 14.912 14.912l160.448 444.032c3.712 14.912-3.712 26.112-18.56 33.536-14.976 3.776-26.24-3.648-33.664-14.848l-48.512-149.248H341.12l-59.712 149.248a27.648 27.648 0 0 1-33.6 14.848c-14.912-3.712-18.56-18.624-14.848-33.536l179.008-444.032c3.776-11.136 22.4-18.624 33.6-14.912zM889.6 530.432c14.976 0 26.176 11.2 26.176 26.112a25.472 25.472 0 0 1-26.176 26.112h-212.608a25.472 25.472 0 0 1-26.112-26.112c0-14.912 11.2-26.112 26.112-26.112H889.6z m-529.792 0h141.824L434.432 351.36l-74.624 179.2zM889.6 411.008c14.912 0 26.176 11.2 26.176 26.112a25.536 25.536 0 0 1-26.176 26.112h-212.608a25.536 25.536 0 0 1-26.112-26.112c0-14.912 11.2-26.112 26.112-26.112H889.6z" ></path>
+  </symbol>
+` +
   '</svg>'),
   ((h) => {
     var a = (l = (l = document.getElementsByTagName('script'))[

web/src/components/dynamic-form.tsx

@@ -496,7 +496,7 @@ const DynamicForm = {
                     <Textarea
                       {...finalFieldProps}
                       placeholder={field.placeholder}
-                      className="resize-none"
+                      // className="resize-none"
                     />
                   );
                 }}
@@ -544,7 +544,7 @@ const DynamicForm = {
                 render={({ field: formField }) => (
                   <FormItem
                     className={cn('flex items-center w-full', {
-                      'flex-row items-start space-x-3 space-y-0':
+                      'flex-row items-center space-x-3 space-y-0':
                         !field.horizontal,
                     })}
                   >

web/src/components/icon-font.tsx

@@ -1,15 +1,16 @@
 import { FileIconMap } from '@/constants/file';
 import { cn } from '@/lib/utils';
 import { getExtension } from '@/utils/document-util';
+import { CSSProperties } from 'react';
 
 type IconFontType = {
   name: string;
-
   className?: string;
+  style?: CSSProperties;
 };
 
-export const IconFont = ({ name, className }: IconFontType) => (
+export const IconFont = ({ name, className, style }: IconFontType) => (
-  <svg className={cn('size-4', className)}>
+  <svg className={cn('size-4', className)} style={style}>
     <use xlinkHref={`#icon-${name}`} />
   </svg>
 );

web/src/components/jsonjoy-builder/components/schema-editor/json-schema-visualizer.tsx

@@ -48,7 +48,7 @@ const JsonSchemaVisualizer: FC<JsonSchemaVisualizerProps> = ({
 
     try {
       const parsedJson = JSON.parse(value);
-      if (onChange) {
+      if (onChange && typeof parsedJson !== 'number') {
         onChange(parsedJson);
       }
     } catch (_error) {

web/src/components/key-input.tsx

@@ -8,7 +8,10 @@ type KeyInputProps = {
 } & Omit<InputProps, 'onChange'>;
 
 export const KeyInput = forwardRef<HTMLInputElement, KeyInputProps>(
-  function KeyInput({ value, onChange, searchValue = /[^a-zA-Z0-9_]/g }, ref) {
+  function KeyInput(
+    { value, onChange, searchValue = /[^a-zA-Z0-9_]/g, ...props },
+    ref,
+  ) {
     const handleChange = useCallback(
       (e: ChangeEvent<HTMLInputElement>) => {
         const value = e.target.value ?? '';
@@ -18,6 +21,6 @@ export const KeyInput = forwardRef<HTMLInputElement, KeyInputProps>(
       [onChange, searchValue],
     );
 
-    return <Input value={value} onChange={handleChange} ref={ref} />;
+    return <Input {...props} value={value} onChange={handleChange} ref={ref} />;
   },
 );

web/src/components/originui/number-input.tsx

@@ -6,6 +6,7 @@ interface NumberInputProps {
   value?: number;
   onChange?: (value: number) => void;
   height?: number | string;
+  min?: number;
 }
 
 const NumberInput: React.FC<NumberInputProps> = ({
@@ -13,6 +14,7 @@ const NumberInput: React.FC<NumberInputProps> = ({
   value: initialValue,
   onChange,
   height,
+  min = 0,
 }) => {
   const [value, setValue] = useState<number>(() => {
     return initialValue ?? 0;
@@ -76,6 +78,7 @@ const NumberInput: React.FC<NumberInputProps> = ({
         onChange={handleChange}
         className="w-full flex-1 text-center bg-transparent focus:outline-none"
         style={style}
+        min={min}
       />
       <button
         type="button"

web/src/components/originui/password-input.tsx

@@ -2,7 +2,6 @@
 
 'use client';
 
-import { EyeIcon, EyeOffIcon } from 'lucide-react';
 import React, { useId, useState } from 'react';
 import { Input, InputProps } from '../ui/input';
 
@@ -33,11 +32,11 @@ export default React.forwardRef<HTMLInputElement, InputProps>(
             aria-pressed={isVisible}
             aria-controls="password"
           >
-            {isVisible ? (
+            {/* {isVisible ? (
               <EyeOffIcon size={16} aria-hidden="true" />
             ) : (
               <EyeIcon size={16} aria-hidden="true" />
-            )}
+            )} */}
           </button>
         </div>
       </div>

web/src/components/originui/select-with-search.tsx

@@ -140,7 +140,7 @@ export const SelectWithSearch = forwardRef<
             ref={ref}
             disabled={disabled}
             className={cn(
-              '!bg-bg-input hover:bg-background border-input w-full  justify-between px-3 font-normal outline-offset-0 outline-none focus-visible:outline-[3px] [&_svg]:pointer-events-auto',
+              '!bg-bg-input hover:bg-background border-border-button w-full  justify-between px-3 font-normal outline-offset-0 outline-none focus-visible:outline-[3px] [&_svg]:pointer-events-auto',
               triggerClassName,
             )}
           >
@@ -166,7 +166,7 @@ export const SelectWithSearch = forwardRef<
               )}
               <ChevronDownIcon
                 size={16}
-                className="text-muted-foreground/80 shrink-0 ml-2"
+                className="text-text-disabled shrink-0 ml-2"
                 aria-hidden="true"
               />
             </div>

web/src/components/ui/input.tsx

@@ -41,7 +41,7 @@ const Input = React.forwardRef<HTMLInputElement, InputProps>(
         type={isPasswordInput && showPassword ? 'text' : type}
         className={cn(
           'peer/input',
-          'flex h-8 w-full rounded-md border-0.5 border-input bg-bg-input px-3 py-2 outline-none text-sm text-text-primary',
+          'flex h-8 w-full rounded-md border-0.5 border-border-button bg-bg-input px-3 py-2 outline-none text-sm text-text-primary',
           'file:border-0 file:bg-transparent file:text-sm file:font-medium file:text-foreground placeholder:text-text-disabled',
           'focus-visible:outline-none focus-visible:ring-1 focus-visible:ring-accent-primary',
           'disabled:cursor-not-allowed disabled:opacity-50 transition-colors',

web/src/components/ui/textarea.tsx

@@ -54,7 +54,7 @@ const Textarea = forwardRef<HTMLTextAreaElement, TextareaProps>(
     return (
       <textarea
         className={cn(
-          'flex min-h-[80px] w-full bg-bg-input rounded-md border border-input px-3 py-2 text-base ring-offset-background placeholder:text-muted-foreground focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 disabled:cursor-not-allowed disabled:opacity-50 md:text-sm overflow-hidden',
+          'flex min-h-[80px] w-full bg-bg-input rounded-md border border-input px-3 py-2 text-base ring-offset-background placeholder:text-text-disabled focus-visible:outline-none focus-visible:ring-1 focus-visible:ring-accent-primary focus-visible:ring-offset-2 disabled:cursor-not-allowed disabled:opacity-50 md:text-sm overflow-hidden',
           className,
         )}
         rows={autoSize?.minRows ?? props.rows ?? undefined}

web/src/components/ui/tooltip.tsx

@@ -4,7 +4,7 @@ import * as TooltipPrimitive from '@radix-ui/react-tooltip';
 import * as React from 'react';
 
 import { cn } from '@/lib/utils';
-import { Info } from 'lucide-react';
+import { CircleQuestionMark } from 'lucide-react';
 
 const TooltipProvider = TooltipPrimitive.Provider;
 
@@ -39,7 +39,7 @@ export const FormTooltip = ({ tooltip }: { tooltip: React.ReactNode }) => {
           e.preventDefault(); // Prevent clicking the tooltip from triggering form save
         }}
       >
-        <Info className="size-3 ml-2" />
+        <CircleQuestionMark className="size-3 ml-2" />
       </TooltipTrigger>
       <TooltipContent>{tooltip}</TooltipContent>
     </Tooltip>

web/src/hooks/llm-hooks.tsx

@@ -61,9 +61,10 @@ function buildLlmOptionsWithIcon(x: IThirdOAIModel) {
       <div className="flex items-center justify-center gap-6">
         <LlmIcon
           name={getLLMIconName(x.fid, x.llm_name)}
-          width={26}
+          width={24}
-          height={26}
+          height={24}
           size={'small'}
+          imgClass="size-6"
         />
         <span>{getRealModelName(x.llm_name)}</span>
       </div>

web/src/hooks/logic-hooks/use-build-operator-options.tsx

@@ -12,9 +12,12 @@ export const LogicalOperatorIcon = function OperatorIcon({
     return (
       <IconFont
         name={icon}
-        className={cn('size-4', {
+        className={cn('size-4')}
-          'rotate-180': value === ComparisonOperator.GreatThan,
+        style={
-        })}
+          value === ComparisonOperator.GreatThan
+            ? { transform: 'rotate(180deg)' }
+            : undefined
+        }
       ></IconFont>
     );
   }

web/src/locales/en.ts

@@ -1,6 +1,7 @@
 export default {
   translation: {
     common: {
+      confirm: 'Confirm',
       back: 'Back',
       noResults: 'No results.',
       selectPlaceholder: 'select value',
@@ -694,6 +695,7 @@ This auto-tagging feature enhances retrieval by adding another layer of domain-s
       tocEnhanceTip: ` During the parsing of the document, table of contents information was generated (see the 'Enable Table of Contents Extraction' option in the General method). This allows the large model to return table of contents items relevant to the user's query, thereby using these items to retrieve related chunks and apply weighting to these chunks during the sorting process. This approach is derived from mimicking the behavioral logic of how humans search for knowledge in books.`,
     },
     setting: {
+      edit: 'Edit',
       cropTip:
         'Drag the selection area to choose the cropping position of the image, and scroll to zoom in/out',
       cropImage: 'Crop image',
@@ -816,8 +818,7 @@ Example: https://fsn1.your-objectstorage.com`,
       modelsToBeAdded: 'Models to be added',
       addTheModel: 'Add',
       apiKey: 'API-Key',
-      apiKeyMessage:
+      apiKeyMessage: 'Please enter the API key',
-        'Please enter the API key (for locally deployed model,ignore this).',
       apiKeyTip:
         'The API key can be obtained by registering the corresponding LLM supplier.',
       showMoreModels: 'View models',
@@ -1060,7 +1061,7 @@ Example: https://fsn1.your-objectstorage.com`,
       apiKeyPlaceholder:
         'YOUR_API_KEY (obtained from https://serpapi.com/manage-api-key)',
       flowStart: 'Start',
-      flowNum: 'Num',
+      flowNum: 'N',
       test: 'Test',
       extractDepth: 'Extract Depth',
       format: 'Format',
@@ -1644,6 +1645,7 @@ The variable aggregation node (originally the variable assignment node) is a cru
       beginInputTip:
         'By defining input parameters, this content can be accessed by other components in subsequent processes.',
       query: 'Query variables',
+      queryRequired: 'Query is required',
       queryTip: 'Select the variable you want to use',
       agent: 'Agent',
       addAgent: 'Add Agent',
@@ -1852,6 +1854,19 @@ Important structured information may include: names, dates, locations, events, k
         asc: 'Ascending',
         desc: 'Descending',
       },
+      variableAssignerLogicalOperatorOptions: {
+        overwrite: 'Overwritten By',
+        clear: 'Clear',
+        set: 'Set',
+        '+=': 'Add',
+        '-=': 'Subtract',
+        '*=': 'Multiply',
+        '/=': 'Divide',
+        append: 'Append',
+        extend: 'Extend',
+        removeFirst: 'Remove first',
+        removeLast: 'Remove last',
+      },
     },
     llmTools: {
       bad_calculator: {

web/src/locales/zh.ts

@@ -1,6 +1,7 @@
 export default {
   translation: {
     common: {
+      confirm: '确定',
       back: '返回',
       noResults: '无结果。',
       selectPlaceholder: '请选择',
@@ -684,6 +685,7 @@ General：实体和关系提取提示来自 GitHub - microsoft/graphrag：基于
       tocEnhanceTip: `解析文档时生成了目录信息（见General方法的‘启用目录抽取’），让大模型返回和用户问题相关的目录项，从而利用目录项拿到相关chunk，对这些chunk在排序中进行加权。这种方法来源于模仿人类查询书本中知识的行为逻辑`,
     },
     setting: {
+      edit: '编辑',
       cropTip: '拖动选区可以选择要图片的裁剪位置，滚动可以放大/缩小选区',
       cropImage: '剪裁图片',
       selectModelPlaceholder: '请选择模型',
@@ -786,7 +788,7 @@ General：实体和关系提取提示来自 GitHub - microsoft/graphrag：基于
       modelsToBeAdded: '待添加的模型',
       addTheModel: '添加',
       apiKey: 'API-Key',
-      apiKeyMessage: '请输入api key（如果是本地部署的模型，请忽略它）',
+      apiKeyMessage: '请输入api key',
       apiKeyTip: 'API key可以通过注册相应的LLM供应商来获取。',
       showMoreModels: '展示更多模型',
       hideModels: '隐藏模型',
@@ -1547,6 +1549,7 @@ General：实体和关系提取提示来自 GitHub - microsoft/graphrag：基于
       task: '任务',
       beginInputTip: '通过定义输入参数，此内容可以被后续流程中的其他组件访问。',
       query: '查询变量',
+      queryRequired: '查询变量是必填项',
       queryTip: '选择您想要使用的变量',
       agent: '智能体',
       addAgent: '添加智能体',
@@ -1713,6 +1716,19 @@ Tokenizer 会根据所选方式将内容存储为对应的数据结构。`,
         asc: '升序',
         desc: '降序',
       },
+      variableAssignerLogicalOperatorOptions: {
+        overwrite: '覆盖',
+        clear: '清除',
+        set: '设置',
+        add: '加',
+        subtract: '减',
+        multiply: '乘',
+        divide: '除',
+        append: '追加',
+        extend: '扩展',
+        removeFirst: '移除第一个',
+        removeLast: '移除最后一个',
+      },
     },
     footer: {
       profile: 'All rights reserved @ React',

web/src/pages/agent/canvas/node/data-operations-node.tsx

@@ -11,11 +11,12 @@ export function DataOperationsNode({
 }: NodeProps<BaseNode<DataOperationsFormSchemaType>>) {
   const { data } = props;
   const { t } = useTranslation();
+  const operations = data.form?.operations;
 
   return (
     <RagNode {...props}>
       <LabelCard>
-        {t(`flow.operationsOptions.${camelCase(data.form?.operations)}`)}
+        {operations && t(`flow.operationsOptions.${camelCase(operations)}`)}
       </LabelCard>
     </RagNode>
   );

web/src/pages/agent/canvas/node/dropdown/accordion-operators.tsx

@@ -81,7 +81,6 @@ export function AccordionOperators({
               Operator.DataOperations,
               Operator.VariableAssigner,
               Operator.ListOperations,
-              Operator.VariableAssigner,
               Operator.VariableAggregator,
             ]}
             isCustomDropdown={isCustomDropdown}