open-edge-platform · swpng · Feb 9, 2026 · Feb 9, 2026 · Feb 9, 2026 · Feb 9, 2026
diff --git a/.github/CODEOWNERS b/.github/CODEOWNERS
@@ -20,17 +20,6 @@ README.md          @xwu2intel
 /education-ai-suite/smart-classroom/docs/                             @avinash-palleti @unarayan @qianlongding @yunowo @BaoHuiling @xiaojingrich  @open-edge-platform/open-edge-platform-docs-write
 /education-ai-suite/smart-classroom/README.md                         @avinash-palleti @unarayan @qianlongding @yunowo @BaoHuiling @xiaojingrich  @open-edge-platform/open-edge-platform-docs-write
 
-# ============================================================================
-# Health And Life Sciences AI Suite
-# ============================================================================
-
-# @xwu2intel added to keep the top ownership at the early development stage and the three-owner rule - remove once more owners are assigned
-/health-and-life-sciences-ai-suite/               @sachinkaushik @avinash-palleti @xwu2intel
-/health-and-life-sciences-ai-suite/README.md      @sachinkaushik @avinash-palleti @xwu2intel @open-edge-platform/open-edge-platform-docs-write
-
-/health-and-life-sciences-ai-suite/**/docs/       @sachinkaushik @avinash-palleti @xwu2intel @open-edge-platform/open-edge-platform-docs-write
-/health-and-life-sciences-ai-suite/**/README.md   @sachinkaushik @avinash-palleti @xwu2intel @open-edge-platform/open-edge-platform-docs-write
-
 # ============================================================================
 # Manufacturing-AI Suite
 # ============================================================================
@@ -70,13 +59,8 @@ README.md          @xwu2intel
 /metro-ai-suite/interactive-digital-avatar/docs/                 @senhui2intel @Junyu-B @wzq112358 @myqi @xwu2intel  @open-edge-platform/open-edge-platform-docs-write
 /metro-ai-suite/interactive-digital-avatar/README.md             @senhui2intel @Junyu-B @wzq112358 @myqi @xwu2intel  @open-edge-platform/open-edge-platform-docs-write
 
-/metro-ai-suite/live-video-analysis/                             @bharagha @yogeshmpandey  @hteeyeoh
-/metro-ai-suite/live-video-analysis/**/docs/                     @bharagha @yogeshmpandey  @hteeyeoh  @open-edge-platform/open-edge-platform-docs-write
-/metro-ai-suite/live-video-analysis/**/README.md                 @bharagha @yogeshmpandey  @hteeyeoh  @open-edge-platform/open-edge-platform-docs-write
-
 # /metro-ai-suite/metro-sdk-manager/                             no codeowners, the top codeowners apply
 
-# inside vision ai recipe
 /metro-ai-suite/metro-vision-ai-app-recipe/docs/                           @rrajore @vagheshp @xwu2intel @ajagadi1 @ArokiEdgard  @open-edge-platform/open-edge-platform-docs-write
 /metro-ai-suite/metro-vision-ai-app-recipe/README.md                       @rrajore @vagheshp @xwu2intel @ajagadi1 @ArokiEdgard  @open-edge-platform/open-edge-platform-docs-write
 
@@ -91,11 +75,6 @@ README.md          @xwu2intel
 /metro-ai-suite/metro-vision-ai-app-recipe/smart-parking/                  @rrajore @vagheshp @xwu2intel @ajagadi1 @tjanczak
 /metro-ai-suite/metro-vision-ai-app-recipe/smart-parking/docs/             @rrajore @vagheshp @xwu2intel @ajagadi1 @tjanczak  @open-edge-platform/open-edge-platform-docs-write
 /metro-ai-suite/metro-vision-ai-app-recipe/smart-parking/README.md         @rrajore @vagheshp @xwu2intel @ajagadi1 @tjanczak  @open-edge-platform/open-edge-platform-docs-write
-# this may need to be confirmed:
-/metro-ai-suite/metro-vision-ai-app-recipe/smart-tolling/                  @rrajore @vagheshp @xwu2intel @ajagadi1
-/metro-ai-suite/metro-vision-ai-app-recipe/smart-tolling/docs/             @rrajore @vagheshp @xwu2intel @ajagadi1  @open-edge-platform/open-edge-platform-docs-write
-/metro-ai-suite/metro-vision-ai-app-recipe/smart-tolling/README.md         @rrajore @vagheshp @xwu2intel @ajagadi1  @open-edge-platform/open-edge-platform-docs-write
-
 
 /metro-ai-suite/sensor-fusion-for-traffic-management/                      @lijiunderstand @chaofanchen-intel @thegreatchaos @xwu2intel
 /metro-ai-suite/sensor-fusion-for-traffic-management/docs/                 @lijiunderstand @chaofanchen-intel @thegreatchaos @xwu2intel  @open-edge-platform/open-edge-platform-docs-write

@@ -16,7 +16,7 @@
     "uploading": "正在上传转录…",
     "generatingSummary": "正在生成摘要",
     "generatingMindmap": "正在生成思维导图",
-    "streamingSummary": "正在传输摘要",
+    "streamingSummary": "正在传输摘要…",
     "loadingTranscript": "正在加载转录",
     "analyzingAudio": "正在分析音频",
     "summaryReady": "摘要准备就绪",
@@ -162,8 +162,8 @@
   },
   "classStatistics": {
     "studentCount": "学生人数",
-    "standCount": "累计站立次数",
-    "raiseUpCount": "累计举手次数",
+    "standCount": "汇总的样地数量",
+    "raiseUpCount": "汇总举手次数",
     "standReIdData": "站立 ReID 数据",
     "studentId": "学生 ID",
     "count": "次数"

@@ -16,7 +16,7 @@ The `HMI Augmented Worker` sample application show cases how RAG pipelines can b
   - [System Requirements](./docs/user-guide/get-started/system-requirements.md): Requirements include hardware and software to deploy the sample application.
 
 - **Advanced**
-  - [Build From Source](./docs/user-guide/get-started/build-from-source.md): Guide to build the file watcher service on Windows® OS and how it can be interfaced with RAG pipeline that executes on the Ubuntu or Edge Microvisor Toolkit side.
+  - [Build From Source](./docs/user-guide/how-to-build-from-source.md): Guide to build the file watcher service on Windows® OS and how it can be interfaced with RAG pipeline that executes on the Ubuntu or Edge Microvisor Toolkit side.
 
 - **Release Notes**
   - [Release Notes](./docs/user-guide/release-notes.md): Notes on the latest releases, updates, improvements, and bug fixes.
@@ -0,0 +1,3 @@
+.. toctree::
+
+   user-guide/index
@@ -60,7 +60,7 @@ The File Watcher service will need to be built and deployed. There is no pre-bui
 provided currently. It runs in the Windows® VM and is responsible for watching the configured
 folder for new contents. The new contents are added to the RAG context database which is then
 used by the RAG pipeline when responding to user queries. Refer to
-[Build File Watcher Service from Source](./get-started/build-from-source.md#build-file-watcher-service-from-source) to compile the file watcher service executable
+[Build File Watcher Service from Source](./how-to-build-from-source.md#build-file-watcher-service-from-source) to compile the file watcher service executable
 binary from source.
 
 In addition to the File Watcher service, the WebUI interface to access the RAG functionality
@@ -88,7 +88,7 @@ To use the application effectively, make sure that all the steps mentioned in th
 
   The File Watcher service must be compiled from source and deployed on the Windows® VM. It
   monitors a configured folder for new files and updates the RAG context database accordingly.
-  Refer to [Build File Watcher Service from Source](./get-started/build-from-source.md) for build
+  Refer to [Build File Watcher Service from Source](./how-to-build-from-source.md) for build
   instructions. Start the service on the Windows® VM after deployment.
 
 - Access the WebUI
@@ -110,7 +110,7 @@ To use the application effectively, make sure that all the steps mentioned in th
 
 ## Advanced Setup
 
-- [How to Build from Source and Deploy](./get-started/build-from-source.md): Guide to build the
+- [How to Build from Source and Deploy](./how-to-build-from-source.md): Guide to build the
   sample application services from source and docker compose deployment
 
 ## Other Documentation
@@ -125,8 +125,7 @@ To use the application effectively, make sure that all the steps mentioned in th
 :::{toctree}
 :hidden:
 
-./get-started/system-requirements
-./get-started/build-from-source
+get-started/system-requirements
 
 :::
 hide_directive-->
@@ -1,6 +1,6 @@
-# Build from Source
+# How to Build from Source
 
-This document provides step-by-step instructions for building the `ChatQnA Core` sample application and File Watcher service from source. Refer to the [prerequisites section](../get-started.md/#prerequisites) in the guide to install the appropriate software dependencies.
+This document provides step-by-step instructions for building the `ChatQnA Core` sample application and File Watcher service from source. Refer to the [prerequisites section](./get-started.md/#prerequisites) in the guide to install the appropriate software dependencies.
 
 ## Build ChatQnA Core from Source
 
@@ -10,6 +10,7 @@ For detailed instructions on building from source, visit the [Build from Source
 
 For docker compose deployment instructions, visit the [Running Application Container Guide](https://github.com/open-edge-platform/edge-ai-libraries/blob/main/sample-applications/chat-question-and-answer-core/docs/user-guide/build-from-source.md#running-the-application-container).
 
+
 ## Build File Watcher Service from Source
 
 In the Windows® environment, the File Watcher Service works with the HMI application to continuously monitor file system activities such as creation, modification, and deletion. When it detects any changes, it sends the relevant file data over the network to the `ChatQnA Core` service for ingestion and contextual processing, supporting Retrieval-Augmented Generation (RAG) workflows.
@@ -18,14 +19,13 @@ In the Windows® environment, the File Watcher Service works with the HMI applic
 
 - **Python Installer**: Visit the [official Python website](https://www.python.org/downloads/windows/). Select the latest version available under the "Python Releases for Windows" section.
 
-- **Git \[OPTIONAL]**: Visit the [official GIT website](https://git-scm.com/download/win) to download the executable
+- **Git[OPTIONAL]**: Visit the [official GIT website](https://git-scm.com/download/win) to download the executable
 
 ### Build File Watcher Service in Windows
 
 To build the File Watcher executable binary, follow these steps:
 
 1. Clone and download the source code by either using Git clone or downloading the source code as a ZIP file directly from the [repository](https://github.com/open-edge-platform/edge-ai-suites).
-
    ```bash
    git clone https://github.com/open-edge-platform/edge-ai-suites.git edge-ai-suites
    ```
@@ -51,7 +51,7 @@ To build the File Watcher executable binary, follow these steps:
 
    Once it's activated, the environment name appears in parentheses as follows:
 
-   ```text
+   ```
    (venv_name) C:\Users\YourName\project>
    ```
 
@@ -73,31 +73,25 @@ To build the File Watcher executable binary, follow these steps:
    # Replace <your_proxy> and <port> to your network proxy and port number
    pip install -r requirements.txt --no-cache-dir --proxy <your_proxy>:<port>
    ```
-
    On Windows®, typically, proxy information can be fetched using the command,
-
    ```sh
    netsh winhttp show proxy
    ```
-
    This will output one of the following two outputs:
-
-   ```text
+   ```sh
    Current WinHTTP proxy settings:
         Direct access (no proxy server).
    ```
-
    or
-
-   ```text
+   ```sh
    Current WinHTTP proxy settings:
         Proxy Server:  <your_proxy>:<port>
         Bypass List:   <bypass_list>
    ```
 
 6. Set up Environment Variables using `.bat`.
 
-   To configure the file watcher service, you need to set up the environment variables using the [`set_env_vars.bat`](https://github.com/open-edge-platform/edge-ai-suites/blob/main/manufacturing-ai-suite/hmi-augmented-worker/file_watcher/set_env_vars.bat) file provided. Follow the steps below to ensure proper configuration:
+   To configure the file watcher service, you need to set up the environment variables using the [`set_env_vars.bat`](../../file_watcher/set_env_vars.bat) file provided. Follow the steps below to ensure proper configuration:
 
    - Open and edit the values for the variables with your corresponding setup.
 

@@ -108,6 +108,7 @@ You can also check the [system requirements](./get-started/system-requirements.m
 :hidden:
 
 get-started
+how-to-build-from-source
 release-notes
 
 :::

@@ -1,7 +1,7 @@
 # Release Notes
 
-## Current Release
 
+## Current Release
 **Version**: RC1 \
 **Release Date**: 14 July 2025
 

@@ -5,5 +5,5 @@ helm/*.yaml
 helm/*.conf
 helm/*.sh
 helm/*.csv
-helm/*.template
+
 .venv/
@@ -201,8 +201,6 @@ gen_helm_charts:
 	@cp -f configs/nginx/nginx.conf helm/nginx.conf
 	@cp -f configs/dlstreamer-pipeline-server/config.json helm/dlstreamer-pipeline-server.json
 	@sed -i 's/"auto_start": true,/"auto_start": false,/' helm/dlstreamer-pipeline-server.json
-	@cp -f configs/seaweedfs-s3/seaweedfs_s3_config.json.template helm/seaweedfs_s3_config.json.template
-	@cp -f configs/seaweedfs-s3/s3-init-buckets.sh helm/s3-init-buckets.sh
 	@sed -i "s/version: .*/version: ${version}/" "helm/Chart.yaml"
 	@sed -i "s/appVersion: .*/appVersion: \"${version}\"/" "helm/Chart.yaml"
 	@sed -i "s/weekly_build_date: .*/weekly_build_date: \"$(WEEKLY_BUILD_DATE)\"/" "helm/values.yaml"

@@ -17,9 +17,10 @@ Refer to the [How it works](./docs/user-guide/weld-defect-detection/index.md#how
 
 ## Learn More
 
-- [How to build from source and deploy](./docs/user-guide/get-started/build-from-source.md): Guide to build from source and docker compose deployment.
-- [How to deploy with Helm](./docs/user-guide/get-started/deploy-with-helm.md): Guide for deploying with Helm.
-- [How to configure MQTT alerts](./docs/user-guide/how-to-guides/how-to-configure-alerts.md): Guide for configuring the MQTT alerts for the sample app.
-- [How to update configuration](./docs/user-guide/how-to-guides/how-to-update-config.md): Guide for updating the configuration.
-- [Troubleshooting](./docs/user-guide/troubleshooting.md): Troubleshooting information.
-- [Release Notes](./docs/user-guide/release-notes.md): Information on the latest updates, improvements, and bug fixes.
+  - [How to build from source and deploy](./docs/user-guide/how-to-guides/how-to-build-from-source.md): Guide to build from source and docker compose deployment.
+  - [How to deploy with Helm](./docs/user-guide/how-to-guides/how-to-deploy-with-helm.md): Guide for deploying with Helm.
+  - [How to configure MQTT alerts](./docs/user-guide/how-to-guides/how-to-configure-alerts.md): Guide for configuring the MQTT alerts for the sample app.
+  - [How to update configuration](./docs/user-guide/how-to-guides/how-to-update-config.md): Guide for updating the configuration.
+  - [Troubleshooting](./docs/user-guide/troubleshooting.md): Troubleshooting information.
+- **Release Notes**
+  - [Release Notes](./docs/user-guide/release-notes.md): Information on the latest updates, improvements, and bug fixes.
@@ -57,35 +57,6 @@ http {
             rewrite ^/ts-api/(.*)$ /$1 break;
         }
 
-        # SeaweedFS filer server
-        location /image-store {
-            proxy_pass http://seaweedfs-filer:8888/;
-            sub_filter '/seaweedfsstatic/' '/image-store/seaweedfsstatic/';
-            sub_filter_once off;
-            sub_filter_types text/html text/css text/javascript application/javascript;
-
-            # Rewrite href and action attributes for links and forms
-            sub_filter 'href="/' 'href="/image-store/';
-            sub_filter 'action="/' 'action="/image-store/';
-            # Rewrite JavaScript URLs and fetch calls
-            sub_filter "fetch('/" "fetch('/image-store/";
-            sub_filter 'fetch("/' 'fetch("/image-store/';
-            sub_filter "location.href = '/" "location.href = '/image-store/";
-            sub_filter 'location.href = "/' 'location.href = "/image-store/';
-            sub_filter "window.location = '/" "window.location = '/image-store/";
-            sub_filter 'window.location = "/' 'window.location = "/image-store/';
-
-            proxy_http_version 1.1;
-            proxy_set_header Host $host;
-            proxy_set_header Upgrade $http_upgrade;
-            proxy_set_header Connection "upgrade";
-            proxy_set_header X-Real-IP $remote_addr;
-            proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
-            proxy_set_header X-Forwarded-Proto $scheme;
-            proxy_buffering off;
-            rewrite ^/image-store/(.*)$ /$1 break;
-        }
-
         # DL Streamer Pipeline Server
         location /dsps-api/ {
             proxy_pass http://dlstreamer-pipeline-server:8080/;

@@ -242,8 +242,8 @@ services:
     command: >
      /bin/sh -c "/usr/local/bin/nginx-cert-gen.sh && exec nginx -g 'daemon off;'"
     environment:
-      no_proxy: "ia-grafana,ia-time-series-analytics-microservice,ia-mqtt-broker,coturn,mediamtx,${no_proxy},${HOST_IP},seaweedfs-filer"
-      NO_PROXY: "ia-grafana,ia-time-series-analytics-microservice,ia-mqtt-broker,coturn,mediamtx,${no_proxy},${HOST_IP},seaweedfs-filer"
+      no_proxy: "ia-grafana,ia-time-series-analytics-microservice,ia-mqtt-broker,coturn,mediamtx,${no_proxy},${HOST_IP}"
+      NO_PROXY: "ia-grafana,ia-time-series-analytics-microservice,ia-mqtt-broker,coturn,mediamtx,${no_proxy},${HOST_IP}"
       MEDIAMTX_SERVER: mediamtx
       WHIP_SERVER_PORT: ${WHIP_SERVER_PORT}
     ports:
@@ -264,7 +264,6 @@ services:
       - ia-mqtt-broker
       - mediamtx
       - coturn
-      - seaweedfs-filer
   ia-fusion-analytics:
     build:
       context: $PWD/fusion-analytics
@@ -418,10 +417,6 @@ services:
     image: ${SEAWEEDFS_IMAGE}
     hostname: seaweedfs-master
     container_name: seaweedfs-master
-    read_only: true
-    user: "${TIMESERIES_UID}:${TIMESERIES_UID}"
-    security_opt:
-    - no-new-privileges
     networks:
       - timeseries_network
     volumes:
@@ -435,10 +430,6 @@ services:
     image: ${SEAWEEDFS_IMAGE}
     hostname: seaweedfs-volume
     container_name: seaweedfs-volume
-    read_only: true
-    user: "${TIMESERIES_UID}:${TIMESERIES_UID}"
-    security_opt:
-    - no-new-privileges
     networks:
       - timeseries_network
     volumes:
@@ -454,10 +445,8 @@ services:
     image: ${SEAWEEDFS_IMAGE}
     hostname: seaweedfs-filer
     container_name: seaweedfs-filer
-    read_only: true
-    user: "${TIMESERIES_UID}:${TIMESERIES_UID}"
-    security_opt:
-    - no-new-privileges
+    ports:
+      - "8887:8888"  # Filer HTTP port
     networks:
       - timeseries_network
     volumes:
@@ -481,10 +470,6 @@ services:
     image: ${SEAWEEDFS_IMAGE}
     hostname: seaweedfs-s3
     container_name: seaweedfs-s3
-    read_only: true
-    user: "${TIMESERIES_UID}:${TIMESERIES_UID}"
-    security_opt:
-    - no-new-privileges
     networks:
       - timeseries_network
     environment:
@@ -513,7 +498,6 @@ services:
     volumes:
       - ./configs/seaweedfs-s3/seaweedfs_s3_config.json.template:/etc/seaweedfs/s3_config.json.template:ro
       - ./configs/seaweedfs-s3/s3-init-buckets.sh:/s3-init-buckets.sh:ro
-      - "vol_temp_seaweed_s3:/tmp"
 
   coturn:
     image: coturn/coturn:4.7.0
@@ -567,28 +551,13 @@ volumes:
       device: tmpfs
   seaweed_master_data:
     driver: local
-    driver_opts:
-      type: tmpfs
-      device: tmpfs
   seaweed_volume_data:
     driver: local
-    driver_opts:
-      type: tmpfs
-      device: tmpfs
   seaweed_filer_data:
     driver: local
-    driver_opts:
-      type: tmpfs
-      device: tmpfs
   vol_temp_seaweed_filer:
     name: "seaweed_filer_vol"
     driver: local
     driver_opts:
       type: tmpfs
       device: tmpfs
-  vol_temp_seaweed_s3:
-    name: "seaweed_s3_vol"
-    driver: local
-    driver_opts:
-      type: tmpfs
-      device: tmpfs