diff --git a/.github/workflows/pr-path-detection.yml b/.github/workflows/pr-path-detection.yml
new file mode 100644
index 00000000..9d12c346
--- /dev/null
+++ b/.github/workflows/pr-path-detection.yml
@@ -0,0 +1,151 @@
+# Copyright (C) 2024 Intel Corporation
+# SPDX-License-Identifier: Apache-2.0
+
+name: Check Paths and Hyperlinks
+
+on:
+  pull_request:
+    branches: [main]
+    types: [opened, reopened, ready_for_review, synchronize]
+
+jobs:
+  check-the-validity-of-hyperlinks-in-README:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Clean Up Working Directory
+        run: sudo rm -rf ${{github.workspace}}/*
+
+      - name: Checkout Repo docs
+        uses: actions/checkout@v4
+
+      - name: Check the Validity of Hyperlinks
+        run: |
+          cd ${{github.workspace}}
+          fail="FALSE"
+          url_lines=$(grep -Eo '\]\(http[s]?://[^)]+\)' --include='*.md' -r .|grep -Ev 'linkedin')
+          if [ -n "$url_lines" ]; then
+            for url_line in $url_lines; do
+              url=$(echo "$url_line"|cut -d '(' -f2 | cut -d ')' -f1|sed 's/\.git$//')
+              path=$(echo "$url_line"|cut -d':' -f1 | cut -d'/' -f2-)
+              if [[ "https://intel.sharepoint.com/:v:/s/mlconsultingandsupport/EZa7vjON10ZCpMvE7U-SPMwBRXbVHqe1Ybsa-fmnXayNUA?e=f6FPsl" == "$url" || "https://intel.sharepoint.com/:v:/s/mlconsultingandsupport/ESMIcBseFTdIuqkoB7TZy6ABfwR9CkfV49TvTa1X_Jihkg?e=zMH7O7" == "$url" ]]; then
+                echo "Link "$url" from ${{github.workspace}}/$path need to be verified by a real person."
+              else
+                response=$(curl -L -s -o /dev/null -w "%{http_code}" "$url")
+                if [ "$response" -ne 200 ]; then
+                  echo "**********Validation failed, status code: $response, try again**********"
+                  response_retry=$(curl -s -o /dev/null -w "%{http_code}" "$url")
+                  if [ "$response_retry" -eq 200 ]; then
+                    echo "*****Retry successful*****"
+                  else
+                    urls_line+=("$url_line")
+                    echo "Status code: $response_retry, Link $url validation failed, will retry later."
+                  fi
+                fi
+              fi
+            done
+          fi
+          echo "**************Start Retry**************"
+          for link in "${urls_line[@]}"; do
+            url=$(echo "$link"|cut -d '(' -f2 | cut -d ')' -f1|sed 's/\.git$//')
+            path=$(echo "$link"|cut -d':' -f1 | cut -d'/' -f2-)
+            attempt_num=1
+            while [ $attempt_num -le 5 ]; do
+              do_retry=$(curl -s -o /dev/null -w "%{http_code}" "$url")
+              if [ "$do_retry" -eq 200 ]; then
+                  echo "$url Retry successful"
+                  break
+              else
+                  echo "$url Validation failed, retrying..."
+                  ((attempt_num++))
+                  sleep 10
+              fi
+            done
+
+            if [ $attempt_num -gt 5 ]; then
+              echo "Invalid link from ${{github.workspace}}/$path: $url status code: $do_retry"
+              fail="TRUE"
+            fi
+          done
+          
+          if [[ "$fail" == "TRUE" ]]; then
+            exit 1
+          else
+            echo "All hyperlinks are valid."
+          fi
+        shell: bash
+
+  check-the-validity-of-relative-path:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Clean up Working Directory
+        run: sudo rm -rf ${{github.workspace}}/*
+
+      - name: Checkout Repo docs
+        uses: actions/checkout@v4
+
+      - name: Checking Relative Path Validity
+        run: |
+          cd ${{github.workspace}}
+          fail="FALSE"
+          repo_name=${{ github.event.pull_request.head.repo.full_name }}
+          if [ "$(echo "$repo_name"|cut -d'/' -f1)" != "opea-project" ]; then
+            owner=$(echo "${{ github.event.pull_request.head.repo.full_name }}" |cut -d'/' -f1)
+            branch="https://github.com/$owner/docs/tree/${{ github.event.pull_request.head.ref }}"
+          else
+            branch="https://github.com/opea-project/docs/blob/${{ github.event.pull_request.head.ref }}"
+          fi
+          link_head="https://github.com/opea-project/docs/blob/main"
+          IFS=$'\n'
+          png_lines=$(grep -Eo '\]\([^)]+\)' --include='*.md' -r .|grep -Ev 'http'|grep -Ev 'mailto')
+          if [ -n "$png_lines" ]; then
+            for png_line in $png_lines; do
+              refer_path=$(echo "$png_line"|cut -d':' -f1 | cut -d'/' -f2-)
+              png_path=$(echo "$png_line"|cut -d '(' -f2 | cut -d ')' -f1)
+              if [[ "${png_path:0:1}" == "/" ]]; then
+                check_path=${{github.workspace}}$png_path
+              elif [[ "${png_path:0:1}" == "#" ]]; then
+                check_path=${{github.workspace}}/$refer_path$png_path
+              else
+                check_path=${{github.workspace}}/$(dirname "$refer_path")/$png_path
+              fi
+              real_path=$(realpath $check_path)
+              if [ $? -ne 0 ]; then
+                echo "Path $png_path in file ${{github.workspace}}/$refer_path does not exist"
+                fail="TRUE"
+              else
+                url=$link_head$(echo "$real_path" | sed 's|.*/docs||')
+                response=$(curl -I -L -s -o /dev/null -w "%{http_code}" "$url")
+                if [ "$response" -ne 200 ]; then
+                  echo "**********Validation failed, status code: $response try again**********"
+                  response_retry=$(curl -s -o /dev/null -w "%{http_code}" "$url")
+                  if [ "$response_retry" -eq 200 ]; then
+                    echo "*****Retry successful*****"
+                  else
+                    echo "Retry failed. Check branch ${{ github.event.pull_request.head.ref }}"
+                    url_dev=$branch$(echo "$real_path" | sed 's|.*/docs||')
+                    response=$(curl -I -L -s -o /dev/null -w "%{http_code}" "$url_dev")
+                    if [ "$response" -ne 200 ]; then
+                      echo "**********Validation failed, status code: $response_retry, try again**********"
+                      response_retry=$(curl -s -o /dev/null -w "%{http_code}" "$url_dev")
+                      if [ "$response_retry" -eq 200 ]; then
+                        echo "*****Retry successful*****"
+                      else
+                        echo "Invalid path from ${{github.workspace}}/$refer_path: $png_path status code: $response_retry"
+                        echo "$png_line"
+                        fail="TRUE"
+                      fi
+                    else
+                      echo "Check branch ${{ github.event.pull_request.head.ref }} successfully."
+                    fi
+                  fi
+                fi
+              fi
+            done
+          fi
+          IFS=$OLDIFS
+          if [[ "$fail" == "TRUE" ]]; then
+            exit 1
+          else
+            echo "All relative links valid."
+          fi
+        shell: bash