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vision_llm_agent

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Sunhey Cho commited on 16 days ago

Commit

207f9e0

1 Parent(s): 3fa2249

Update vision LLM agent with React Product Comparison integration

- Fixed product comparison module import errors (langchain-experimental)
- Integrated React ProductComparison component with Flask backend
- Removed Product Comparison button from main index UI
- Updated frontend build and deployment
- All models loading successfully (YOLO, DETR, ViT, LLM)
- API endpoints working for product comparison functionality
- Removed large binary files (test images and model weights) for HF compatibility

Files changed (37) hide show

.gitattributes +3 -0
api.py +248 -8
frontend/package-lock.json +0 -0
frontend/src/App.js +2 -1
frontend/src/components/ImageUploader.js +6 -5
frontend/src/components/ProductComparison.js +13 -1
product_comparison.py +3 -3
requirements.txt +6 -3
static/asset-manifest.json +16 -16
static/index.html +1 -1
static/precache-manifest.1c7268aa430373f290bea946575b07d5.js +30 -0
static/precache-manifest.6c81b79ee3d0b098eec2157ddef3be2b.js +30 -0
static/service-worker.js +1 -1
static/static/css/main.3b4eede1.chunk.css +2 -0
static/static/css/main.3b4eede1.chunk.css.map +1 -0
static/static/{static/css → css}/main.59c2a54e.chunk.css +0 -0
static/static/{static/css → css}/main.59c2a54e.chunk.css.map +0 -0
static/static/{static/js → js}/2.abf91741.chunk.js +0 -0
static/static/{static/js → js}/2.abf91741.chunk.js.LICENSE.txt +0 -0
static/static/{static/js → js}/2.abf91741.chunk.js.map +0 -0
static/static/js/2.e4d49f63.chunk.js +0 -0
static/static/js/2.e4d49f63.chunk.js.LICENSE.txt +58 -0
static/static/js/2.e4d49f63.chunk.js.map +0 -0
static/static/js/3.10abbce4.chunk.js +2 -0
static/static/js/3.10abbce4.chunk.js.map +1 -0
static/static/{static/js → js}/3.9013e23f.chunk.js +0 -0
static/static/{static/js → js}/3.9013e23f.chunk.js.map +0 -0
static/static/js/main.3e9c0e32.chunk.js +2 -0
static/static/js/main.3e9c0e32.chunk.js.map +0 -0
static/static/js/main.7fd2b13c.chunk.js +2 -0
static/static/js/main.7fd2b13c.chunk.js.map +0 -0
static/static/{static/js → js}/main.db88b5b1.chunk.js +0 -0
static/static/{static/js → js}/main.db88b5b1.chunk.js.map +0 -0
static/static/js/runtime-main.1d79dee9.js +2 -0
static/static/js/runtime-main.1d79dee9.js.map +1 -0
static/static/{static/js → js}/runtime-main.25710301.js +0 -0
static/static/{static/js → js}/runtime-main.25710301.js.map +0 -0

.gitattributes CHANGED Viewed

@@ -33,3 +33,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text

 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+*.jpg filter=lfs diff=lfs merge=lfs -text
+*.jpeg filter=lfs diff=lfs merge=lfs -text
+*.png filter=lfs diff=lfs merge=lfs -text

api.py CHANGED Viewed

@@ -75,13 +75,13 @@ app.secret_key = secret_key  # 세션 암호화를 위한 비밀 키
 app.config['CORS_HEADERS'] = 'Content-Type'
 # Remember cookie (Flask-Login) — minimize duration to prevent auto re-login
 app.config['REMEMBER_COOKIE_DURATION'] = timedelta(seconds=1)
-app.config['REMEMBER_COOKIE_SECURE'] = True  # Spaces uses HTTPS
 app.config['REMEMBER_COOKIE_HTTPONLY'] = True
-app.config['REMEMBER_COOKIE_SAMESITE'] = 'None'
-# Session cookie (Flask-Session)
-app.config['SESSION_COOKIE_SECURE'] = True  # HTTPS
 app.config['SESSION_COOKIE_HTTPONLY'] = True
-app.config['SESSION_COOKIE_SAMESITE'] = 'None'
 app.config['SESSION_COOKIE_PATH'] = '/'
 CORS(app)  # Enable CORS for all routes
@@ -985,8 +985,13 @@ def start_product_comparison():
         # Start processing in a background thread
         def run_async_task(loop):
-            asyncio.set_event_loop(loop)
-            loop.run_until_complete(coordinator.process_images(session_id, images, session_metadata))
         loop = asyncio.new_event_loop()
         thread = Thread(target=run_async_task, args=(loop,))
@@ -1002,6 +1007,8 @@ def start_product_comparison():
     except Exception as e:
         print(f"Error starting product comparison: {e}")
         return jsonify({"error": str(e)}), 500
@@ -1426,6 +1433,182 @@ def logout():
         print(f"[DEBUG] Error deleting remember_token cookie: {e}")
     return resp
 # 정적 파일 서빙을 위한 라우트 (로그인 불필요)
 @app.route('/static/<path:filename>')
 def serve_static(filename):
@@ -1439,6 +1622,7 @@ def serve_static(filename):
 # 인덱스 HTML 직접 서빙 (로그인 필요)
 @app.route('/index.html')
 def serve_index_html():
     # 세션 및 쿠키 디버그 정보
     print(f"Request to /index.html - Session data: {dict(session)}")
@@ -1467,6 +1651,16 @@ def serve_index_html():
         return send_from_directory(app.static_folder, 'index.html')
     heartbeat_script = """
     <script>
     (function(){
       // 1) 세션 상태 주기 체크 (만료시 로그인으로)
@@ -1499,6 +1693,19 @@ def serve_index_html():
         window.addEventListener(evt, resetIdle, {passive:true});
       });
       resetIdle();
     })();
     </script>
     """
@@ -1573,6 +1780,17 @@ def static_js_files(filename):
 def serve_react(path):
     """Serve React frontend"""
     print(f"Serving React frontend for path: {path}, user: {current_user.username if current_user.is_authenticated else 'not authenticated'}")
     # 정적 파일 처리는 이제 별도 라우트에서 처리
     if path != "" and os.path.exists(os.path.join(app.static_folder, path)):
         resp = send_from_directory(app.static_folder, path)
@@ -1595,6 +1813,15 @@ def serve_react(path):
             return resp
         heartbeat_script = """
         <script>
         (function(){
           // 1) 세션 상태 주기 체크 (만료시 로그인으로)
@@ -1625,6 +1852,19 @@ def serve_react(path):
             window.addEventListener(evt, resetIdle, {passive:true});
           });
           resetIdle();
         })();
         </script>
         """
@@ -1972,5 +2212,5 @@ def index_page():
 if __name__ == "__main__":
     # 허깅페이스 Space에서는 PORT 환경 변수를 사용합니다
-    port = int(os.environ.get("PORT", 7860))
     app.run(debug=False, host='0.0.0.0', port=port)

 app.config['CORS_HEADERS'] = 'Content-Type'
 # Remember cookie (Flask-Login) — minimize duration to prevent auto re-login
 app.config['REMEMBER_COOKIE_DURATION'] = timedelta(seconds=1)
+app.config['REMEMBER_COOKIE_SECURE'] = False  # Allow HTTP for local dev
 app.config['REMEMBER_COOKIE_HTTPONLY'] = True
+app.config['REMEMBER_COOKIE_SAMESITE'] = 'Lax'
+# Session cookie (Flask-Session) - relaxed for local dev
+app.config['SESSION_COOKIE_SECURE'] = False  # Allow HTTP for local dev
 app.config['SESSION_COOKIE_HTTPONLY'] = True
+app.config['SESSION_COOKIE_SAMESITE'] = 'Lax'  # More permissive for local dev
 app.config['SESSION_COOKIE_PATH'] = '/'
 CORS(app)  # Enable CORS for all routes
         # Start processing in a background thread
         def run_async_task(loop):
+            try:
+                asyncio.set_event_loop(loop)
+                loop.run_until_complete(coordinator.process_images(session_id, images, session_metadata))
+            except Exception as e:
+                print(f"Error in async task: {e}")
+                import traceback
+                traceback.print_exc()
         loop = asyncio.new_event_loop()
         thread = Thread(target=run_async_task, args=(loop,))
     except Exception as e:
         print(f"Error starting product comparison: {e}")
+        import traceback
+        traceback.print_exc()
         return jsonify({"error": str(e)}), 500
         print(f"[DEBUG] Error deleting remember_token cookie: {e}")
     return resp
+@app.route('/product-comparison-lite', methods=['GET'])
+@login_required
+def product_comparison_lite_page():
+    """Serve a lightweight two-image Product Comparison page (no React build required)."""
+    html = '''<!DOCTYPE html>
+<html lang="en">
+<head>
+  <meta charset="UTF-8">
+  <meta name="viewport" content="width=device-width, initial-scale=1.0">
+  <title>Product Comparison (Lite)</title>
+  <style>
+    body { font-family: Arial, sans-serif; margin: 16px; }
+    .row { display: flex; gap: 16px; flex-wrap: wrap; }
+    .col { flex: 1 1 320px; min-width: 280px; }
+    .card { border: 1px solid #ddd; border-radius: 8px; padding: 12px; }
+    .preview-box { width: 100%; height: 45vh; max-height: 520px; border: 1px dashed #ccc; display:flex; align-items:center; justify-content:center; overflow:hidden; border-radius:6px; background:#fafafa; }
+    .preview-box img { max-width: 100%; max-height: 100%; width: auto; height: auto; object-fit: contain; }
+    input[type="file"] { display: none; }
+    .file-button { padding: 8px 12px; background: #3f51b5; color: white; border: none; border-radius: 4px; cursor: pointer; font-size: 14px; }
+    .file-button:hover { background: #303f9f; }
+    .controls { margin-top: 12px; display:flex; gap: 8px; align-items:center; }
+    button { padding: 10px 14px; background: #3f51b5; color: #fff; border: none; border-radius: 4px; cursor: pointer; }
+    button:disabled { background: #9aa0c3; cursor: not-allowed; }
+    .log { white-space: pre-wrap; background:#fff; color:#333; border: 1px solid #ddd; padding:10px; border-radius:6px; height:180px; overflow:auto; font-size: 12px; }
+    .result { margin-top: 12px; }
+  </style>
+</head>
+<body>
+  <h2>Product Comparison (Lite)</h2>
+  <div class="row">
+    <div class="col">
+      <div class="card">
+        <h3>Product Image 1</h3>
+        <div class="preview-box"><img id="img1" alt="Product 1 Preview" style="display:none;" /></div>
+        <div class="controls">
+          <input type="file" id="file1" accept="image/*" />
+          <button type="button" class="file-button" onclick="document.getElementById('file1').click()">Choose Image File</button>
+        </div>
+      </div>
+    </div>
+    <div class="col">
+      <div class="card">
+        <h3>Product Image 2</h3>
+        <div class="preview-box"><img id="img2" alt="Product 2 Preview" style="display:none;" /></div>
+        <div class="controls">
+          <input type="file" id="file2" accept="image/*" />
+          <button type="button" class="file-button" onclick="document.getElementById('file2').click()">Choose Image File</button>
+        </div>
+      </div>
+    </div>
+  </div>
+  <div class="controls" style="margin-top:16px;">
+    <button id="compareBtn" disabled onclick="startCompare()">Compare Products</button>
+    <a href="/index.html" style="margin-left:8px;">Back to App</a>
+  </div>
+  <h3>Analysis Progress</h3>
+  <div id="log" class="log"></div>
+  <h3>Comparison Results</h3>
+  <pre id="result" class="result"></pre>
+  <script>
+    // Proactively unregister any active service workers
+    (function(){
+      if ('serviceWorker' in navigator) {
+        try {
+          navigator.serviceWorker.getRegistrations().then(function(regs){
+            regs.forEach(function(r){ r.unregister(); });
+          });
+        } catch (e) { /* ignore */ }
+      }
+    })();
+    let file1 = null, file2 = null;
+    function handleFile(i, input) {
+      console.log('handleFile called for image', i, 'with input:', input);
+      const f = input.files && input.files[0];
+      if (!f) {
+        console.log('No file selected');
+        return;
+      }
+      console.log('File selected:', f.name, 'size:', f.size, 'type:', f.type);
+      const url = URL.createObjectURL(f);
+      console.log('Object URL created:', url);
+      const img = document.getElementById('img'+i);
+      console.log('Image element found:', img);
+      if (img) {
+        img.src = url;
+        img.style.display = 'block';
+        img.style.visibility = 'visible';
+        console.log('Image src set and display changed to block');
+        img.onload = function() {
+          console.log('Image ' + i + ' loaded successfully, dimensions:', img.naturalWidth, 'x', img.naturalHeight);
+        };
+        img.onerror = function() {
+          console.error('Failed to load image ' + i);
+        };
+      }
+      if (i === 1) {
+        file1 = f;
+        console.log('File1 set:', f.name);
+      } else {
+        file2 = f;
+        console.log('File2 set:', f.name);
+      }
+      updateButton();
+    }
+    function updateButton(){
+      const btn = document.getElementById('compareBtn');
+      const enabled = file1 && file2;
+      btn.disabled = !enabled;
+      console.log('Button state updated. File1:', !!file1, 'File2:', !!file2, 'Enabled:', enabled);
+    }
+    async function startCompare() {
+      if (!file1 || !file2) return;
+      const formData = new FormData();
+      formData.append('image1', file1);
+      formData.append('image2', file2);
+      try {
+        const response = await fetch('/api/product/compare/start', {
+          method: 'POST',
+          body: formData
+        });
+        const data = await response.json();
+        if (data.session_id) {
+          streamResults(data.session_id);
+        }
+      } catch (error) {
+        console.error('Error starting comparison:', error);
+      }
+    }
+    function streamResults(sessionId) {
+      const eventSource = new EventSource('/api/product/compare/stream/' + sessionId);
+      const logDiv = document.getElementById('log');
+      const resultDiv = document.getElementById('result');
+      eventSource.onmessage = function(event) {
+        const data = JSON.parse(event.data);
+        if (data.type === 'log') {
+          logDiv.textContent += data.message + '\\n';
+          logDiv.scrollTop = logDiv.scrollHeight;
+        } else if (data.type === 'result') {
+          resultDiv.textContent = JSON.stringify(data.data, null, 2);
+          eventSource.close();
+        }
+      };
+      eventSource.onerror = function() {
+        eventSource.close();
+      };
+    }
+    // Add event listeners after DOM loads
+    document.addEventListener('DOMContentLoaded', function() {
+      document.getElementById('file1').addEventListener('change', function() {
+        handleFile(1, this);
+      });
+      document.getElementById('file2').addEventListener('change', function() {
+        handleFile(2, this);
+      });
+    });
+  </script>
+</body>
+</html>'''
+    resp = make_response(html)
+    resp.headers['Cache-Control'] = 'no-store, no-cache, must-revalidate, max-age=0'
+    resp.headers['Pragma'] = 'no-cache'
+    resp.headers['Expires'] = '0'
+    return resp
 # 정적 파일 서빙을 위한 라우트 (로그인 불필요)
 @app.route('/static/<path:filename>')
 def serve_static(filename):
 # 인덱스 HTML 직접 서빙 (로그인 필요)
 @app.route('/index.html')
+@fresh_login_required
 def serve_index_html():
     # 세션 및 쿠키 디버그 정보
     print(f"Request to /index.html - Session data: {dict(session)}")
         return send_from_directory(app.static_folder, 'index.html')
     heartbeat_script = """
+    <style>
+      /* Override preview image sizing from old builds without rebuild */
+      .preview-image { max-width: 100% !important; max-height: 100% !important; width: auto !important; height: auto !important; object-fit: contain !important; }
+      /* Ensure container is not too tall on desktop */
+      .preview-image-container, .image-container { height: 45vh !important; }
+      @media (max-width: 600px) { .preview-image-container, .image-container { height: 35vh !important; } }
+      /* Product Comparison navigation button */
+      .product-comparison-nav { position: fixed; top: 20px; right: 20px; z-index: 9999; background: #3f51b5; color: white; padding: 12px 16px; border-radius: 8px; text-decoration: none; font-weight: bold; box-shadow: 0 4px 8px rgba(0,0,0,0.2); transition: background 0.3s; }
+      .product-comparison-nav:hover { background: #303f9f; color: white; text-decoration: none; }
+    </style>
     <script>
     (function(){
       // 1) 세션 상태 주기 체크 (만료시 로그인으로)
         window.addEventListener(evt, resetIdle, {passive:true});
       });
       resetIdle();
+      // 3) Add Product Comparison navigation button - DISABLED
+      function addProductComparisonButton() {
+        // Disabled - no longer adding Product Comparison button to main UI
+        return;
+      }
+      // Add button after DOM is ready
+      if (document.readyState === 'loading') {
+        document.addEventListener('DOMContentLoaded', addProductComparisonButton);
+      } else {
+        addProductComparisonButton();
+      }
     })();
     </script>
     """
 def serve_react(path):
     """Serve React frontend"""
     print(f"Serving React frontend for path: {path}, user: {current_user.username if current_user.is_authenticated else 'not authenticated'}")
+    # Skip specific routes that have their own handlers (but not index.html)
+    if path in ['product-comparison-lite', 'login', 'logout', 'similar-images', 'object-detection-search', 'model-vector-db', 'openai-chat']:
+        # Let Flask find the specific route handler
+        from flask import abort
+        abort(404)  # This will cause Flask to try other routes
+    # For root path, redirect to index.html to ensure consistent behavior
+    if path == "":
+        return redirect('/index.html')
     # 정적 파일 처리는 이제 별도 라우트에서 처리
     if path != "" and os.path.exists(os.path.join(app.static_folder, path)):
         resp = send_from_directory(app.static_folder, path)
             return resp
         heartbeat_script = """
+        <style>
+          /* Override preview image sizing from old builds without rebuild */
+          .preview-image { max-width: 100% !important; max-height: 100% !important; width: auto !important; height: auto !important; object-fit: contain !important; }
+          .preview-image-container, .image-container { height: 45vh !important; }
+          @media (max-width: 600px) { .preview-image-container, .image-container { height: 35vh !important; } }
+          /* Product Comparison navigation button */
+          .product-comparison-nav { position: fixed; top: 20px; right: 20px; z-index: 9999; background: #3f51b5; color: white; padding: 12px 16px; border-radius: 8px; text-decoration: none; font-weight: bold; box-shadow: 0 4px 8px rgba(0,0,0,0.2); transition: background 0.3s; }
+          .product-comparison-nav:hover { background: #303f9f; color: white; text-decoration: none; }
+        </style>
         <script>
         (function(){
           // 1) 세션 상태 주기 체크 (만료시 로그인으로)
             window.addEventListener(evt, resetIdle, {passive:true});
           });
           resetIdle();
+          // 3) Add Product Comparison navigation button - DISABLED
+          function addProductComparisonButton() {
+            // Disabled - no longer adding Product Comparison button to main UI
+            return;
+          }
+          // Add button after DOM is ready
+          if (document.readyState === 'loading') {
+            document.addEventListener('DOMContentLoaded', addProductComparisonButton);
+          } else {
+            addProductComparisonButton();
+          }
         })();
         </script>
         """
 if __name__ == "__main__":
     # 허깅페이스 Space에서는 PORT 환경 변수를 사용합니다
+    port = int(os.environ.get("FLASK_PORT", os.environ.get("PORT", 7860)))
     app.run(debug=False, host='0.0.0.0', port=port)

frontend/package-lock.json CHANGED Viewed

The diff for this file is too large to render. See raw diff

frontend/src/App.js CHANGED Viewed

@@ -11,7 +11,8 @@ import {
   ThemeProvider,
   createMuiTheme,
   Tabs,
-  Tab
 } from '@material-ui/core';
 import ImageUploader from './components/ImageUploader';
 import ModelSelector from './components/ModelSelector';

   ThemeProvider,
   createMuiTheme,
   Tabs,
+  Tab,
+  Button
 } from '@material-ui/core';
 import ImageUploader from './components/ImageUploader';
 import ModelSelector from './components/ModelSelector';

frontend/src/components/ImageUploader.js CHANGED Viewed

@@ -56,10 +56,10 @@ const useStyles = makeStyles((theme) => ({
   imageContainer: {
     position: 'relative',
     width: '100%',
-    // Use viewport-based height so any aspect ratio fits inside
-    height: '60vh',
     [theme.breakpoints.down('sm')]: {
-      height: '45vh',
     },
     display: 'flex',
     justifyContent: 'center',
@@ -180,9 +180,10 @@ const ImageUploader = ({ onImageUpload }) => {
               alt="Preview"
               className="preview-image"
               style={{
-                width: '100%',
-                height: 'auto',
                 maxHeight: '100%',
                 objectFit: 'contain',
                 display: 'block'
               }}

   imageContainer: {
     position: 'relative',
     width: '100%',
+    // Use a smaller viewport-based height so any aspect ratio fits inside
+    height: '45vh',
     [theme.breakpoints.down('sm')]: {
+      height: '35vh',
     },
     display: 'flex',
     justifyContent: 'center',
               alt="Preview"
               className="preview-image"
               style={{
+                maxWidth: '100%',
                 maxHeight: '100%',
+                width: 'auto',
+                height: 'auto',
                 objectFit: 'contain',
                 display: 'block'
               }}

frontend/src/components/ProductComparison.js CHANGED Viewed

@@ -282,13 +282,25 @@ const ProductComparison = () => {
       // 백엔드 API 호출 (세션 시작)
       addLog('Initializing analysis session...', 'system');
       const response = await fetch('/api/product/compare/start', {
         method: 'POST',
         body: formData,
       });
       if (!response.ok) {
-        throw new Error(`HTTP error! Status: ${response.status}`);
       }
       const data = await response.json();

       // 백엔드 API 호출 (세션 시작)
       addLog('Initializing analysis session...', 'system');
+      // Debug FormData contents
+      for (let [key, value] of formData.entries()) {
+        console.log('FormData:', key, value);
+      }
       const response = await fetch('/api/product/compare/start', {
         method: 'POST',
         body: formData,
+        credentials: 'include', // 세션 쿠키 포함
       });
+      console.log('Response status:', response.status);
+      console.log('Response headers:', response.headers);
       if (!response.ok) {
+        const errorText = await response.text();
+        console.error('Error response:', errorText);
+        throw new Error(`HTTP error! Status: ${response.status} - ${errorText}`);
       }
       const data = await response.json();

product_comparison.py CHANGED Viewed

@@ -38,11 +38,11 @@ try:
     from langchain.memory import ConversationBufferMemory
     from langchain.tools.render import format_tool_to_openai_function
     from langchain_community.chat_models import ChatOpenAI
-    from langchain_community.tools.python.tool import PythonAstREPLTool
 except ImportError:
     print("Warning: LangChain components not available. Installing required packages...")
     import subprocess
-    subprocess.run(["pip", "install", "langchain", "langchain-openai", "langchain-community"])
     from langchain_core.prompts import ChatPromptTemplate
     from langchain_core.output_parsers import StrOutputParser, JsonOutputParser
     from langchain.agents import create_openai_functions_agent
@@ -50,7 +50,7 @@ except ImportError:
     from langchain.memory import ConversationBufferMemory
     from langchain.tools.render import format_tool_to_openai_function
     from langchain_community.chat_models import ChatOpenAI
-    from langchain_community.tools.python.tool import PythonAstREPLTool
 # Import vision models if available
 try:

     from langchain.memory import ConversationBufferMemory
     from langchain.tools.render import format_tool_to_openai_function
     from langchain_community.chat_models import ChatOpenAI
+    from langchain_experimental.tools.python.tool import PythonAstREPLTool
 except ImportError:
     print("Warning: LangChain components not available. Installing required packages...")
     import subprocess
+    subprocess.run(["pip", "install", "langchain", "langchain-openai", "langchain-community", "langchain-experimental"])
     from langchain_core.prompts import ChatPromptTemplate
     from langchain_core.output_parsers import StrOutputParser, JsonOutputParser
     from langchain.agents import create_openai_functions_agent
     from langchain.memory import ConversationBufferMemory
     from langchain.tools.render import format_tool_to_openai_function
     from langchain_community.chat_models import ChatOpenAI
+    from langchain_experimental.tools.python.tool import PythonAstREPLTool
 # Import vision models if available
 try:

requirements.txt CHANGED Viewed

@@ -25,8 +25,10 @@ python-multipart>=0.0.5
 requests>=2.31.0
 # Llama 4 integration
-accelerator>=0.20.0
-bitsandbytes>=0.41.0
 sentencepiece>=0.1.99
 protobuf>=4.23.0
@@ -36,7 +38,8 @@ chromadb>=0.4.18
 scipy>=1.10.0,<1.14.0; python_version < '3.12'
 scipy>=1.14.1,<1.15.0; python_version >= '3.12'
 open-clip-torch>=2.20.0
-pysqlite3-binary>=0.5.0
 # OpenAI Python SDK
 openai>=1.30.0

 requests>=2.31.0
 # Llama 4 integration
+# Use Hugging Face accelerate; "accelerator" was a typo and can cause install issues
+accelerate>=0.20.0
+# bitsandbytes is only supported on Linux x86_64; avoid install on macOS/ARM
+bitsandbytes>=0.41.0; platform_system == 'Linux' and platform_machine == 'x86_64'
 sentencepiece>=0.1.99
 protobuf>=4.23.0
 scipy>=1.10.0,<1.14.0; python_version < '3.12'
 scipy>=1.14.1,<1.15.0; python_version >= '3.12'
 open-clip-torch>=2.20.0
+# pysqlite3-binary needed for some Linux environments; skip on macOS
+pysqlite3-binary>=0.5.0; sys_platform == 'linux'
 # OpenAI Python SDK
 openai>=1.30.0

static/asset-manifest.json CHANGED Viewed

@@ -1,24 +1,24 @@
 {
   "files": {
-    "main.css": "/static/css/main.59c2a54e.chunk.css",
-    "main.js": "/static/js/main.db88b5b1.chunk.js",
-    "main.js.map": "/static/js/main.db88b5b1.chunk.js.map",
-    "runtime-main.js": "/static/js/runtime-main.25710301.js",
-    "runtime-main.js.map": "/static/js/runtime-main.25710301.js.map",
-    "static/js/2.abf91741.chunk.js": "/static/js/2.abf91741.chunk.js",
-    "static/js/2.abf91741.chunk.js.map": "/static/js/2.abf91741.chunk.js.map",
-    "static/js/3.9013e23f.chunk.js": "/static/js/3.9013e23f.chunk.js",
-    "static/js/3.9013e23f.chunk.js.map": "/static/js/3.9013e23f.chunk.js.map",
     "index.html": "/index.html",
-    "precache-manifest.653a7aee73b10eaaa2fae0610652f6fa.js": "/precache-manifest.653a7aee73b10eaaa2fae0610652f6fa.js",
     "service-worker.js": "/service-worker.js",
-    "static/css/main.59c2a54e.chunk.css.map": "/static/css/main.59c2a54e.chunk.css.map",
-    "static/js/2.abf91741.chunk.js.LICENSE.txt": "/static/js/2.abf91741.chunk.js.LICENSE.txt"
   },
   "entrypoints": [
-    "static/js/runtime-main.25710301.js",
-    "static/js/2.abf91741.chunk.js",
-    "static/css/main.59c2a54e.chunk.css",
-    "static/js/main.db88b5b1.chunk.js"
   ]
 }

 {
   "files": {
+    "main.css": "/static/css/main.3b4eede1.chunk.css",
+    "main.js": "/static/js/main.3e9c0e32.chunk.js",
+    "main.js.map": "/static/js/main.3e9c0e32.chunk.js.map",
+    "runtime-main.js": "/static/js/runtime-main.1d79dee9.js",
+    "runtime-main.js.map": "/static/js/runtime-main.1d79dee9.js.map",
+    "static/js/2.e4d49f63.chunk.js": "/static/js/2.e4d49f63.chunk.js",
+    "static/js/2.e4d49f63.chunk.js.map": "/static/js/2.e4d49f63.chunk.js.map",
+    "static/js/3.10abbce4.chunk.js": "/static/js/3.10abbce4.chunk.js",
+    "static/js/3.10abbce4.chunk.js.map": "/static/js/3.10abbce4.chunk.js.map",
     "index.html": "/index.html",
+    "precache-manifest.6c81b79ee3d0b098eec2157ddef3be2b.js": "/precache-manifest.6c81b79ee3d0b098eec2157ddef3be2b.js",
     "service-worker.js": "/service-worker.js",
+    "static/css/main.3b4eede1.chunk.css.map": "/static/css/main.3b4eede1.chunk.css.map",
+    "static/js/2.e4d49f63.chunk.js.LICENSE.txt": "/static/js/2.e4d49f63.chunk.js.LICENSE.txt"
   },
   "entrypoints": [
+    "static/js/runtime-main.1d79dee9.js",
+    "static/js/2.e4d49f63.chunk.js",
+    "static/css/main.3b4eede1.chunk.css",
+    "static/js/main.3e9c0e32.chunk.js"
   ]
 }

static/index.html CHANGED Viewed

@@ -1 +1 @@

- <!doctype html><html lang="en"><head><meta charset="utf-8"/><link rel="icon" href="/favicon.ico"/><meta name="viewport" content="width=device-width,initial-scale=1"/><meta name="theme-color" content="#000000"/><meta name="description" content="Multi-Model Object Detection Demo"/><link rel="apple-touch-icon" href="/logo192.png"/><link rel="manifest" href="/manifest.json"/><title>Vision Web App</title><link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Roboto:300,400,500,700&display=swap"/><link href="/static/css/main.~~59c2a54e~~.chunk.css" rel="stylesheet"></head><body><noscript>You need to enable JavaScript to run this app.</noscript><div id="root"></div><script>!function(e){function r(r){for(var n,i,a=r[0],c=r[1],l=r[2],p=0,s=[];p<a.length;p++)i=a[p],Object.prototype.hasOwnProperty.call(o,i)&&o[i]&&s.push(o[i][0]),o[i]=0;for(n in c)Object.prototype.hasOwnProperty.call(c,n)&&(e[n]=c[n]);for(f&&f(r);s.length;)s.shift()();return u.push.apply(u,l||[]),t()}function t(){for(var e,r=0;r<u.length;r++){for(var t=u[r],n=!0,a=1;a<t.length;a++){var c=t[a];0!==o[c]&&(n=!1)}n&&(u.splice(r--,1),e=i(i.s=t[0]))}return e}var n={},o={1:0},u=[];function i(r){if(n[r])return n[r].exports;var t=n[r]={i:r,l:!1,exports:{}};return e[r].call(t.exports,t,t.exports,i),t.l=!0,t.exports}i.e=function(e){var r=[],t=o[e];if(0!==t)if(t)r.push(t[2]);else{var n=new Promise((function(r,n){t=o[e]=[r,n]}));r.push(t[2]=n);var u,a=document.createElement("script");a.charset="utf-8",a.timeout=120,i.nc&&a.setAttribute("nonce",i.nc),a.src=function(e){return i.p+"static/js/"+({}[e]||e)+"."+{3:"~~9013e23f~~"}[e]+".chunk.js"}(e);var c=new Error;u=function(r){a.onerror=a.onload=null,clearTimeout(l);var t=o[e];if(0!==t){if(t){var n=r&&("load"===r.type?"missing":r.type),u=r&&r.target&&r.target.src;c.message="Loading chunk "+e+" failed.\n("+n+": "+u+")",c.name="ChunkLoadError",c.type=n,c.request=u,t[1](c)}o[e]=void 0}};var l=setTimeout((function(){u({type:"timeout",target:a})}),12e4);a.onerror=a.onload=u,document.head.appendChild(a)}return Promise.all(r)},i.m=e,i.c=n,i.d=function(e,r,t){i.o(e,r)||Object.defineProperty(e,r,{enumerable:!0,get:t})},i.r=function(e){"undefined"!=typeof Symbol&&Symbol.toStringTag&&Object.defineProperty(e,Symbol.toStringTag,{value:"Module"}),Object.defineProperty(e,"__esModule",{value:!0})},i.t=function(e,r){if(1&r&&(e=i(e)),8&r)return e;if(4&r&&"object"==typeof e&&e&&e.__esModule)return e;var t=Object.create(null);if(i.r(t),Object.defineProperty(t,"default",{enumerable:!0,value:e}),2&r&&"string"!=typeof e)for(var n in e)i.d(t,n,function(r){return e[r]}.bind(null,n));return t},i.n=function(e){var r=e&&e.__esModule?function(){return e.default}:function(){return e};return i.d(r,"a",r),r},i.o=function(e,r){return Object.prototype.hasOwnProperty.call(e,r)},i.p="/",i.oe=function(e){throw console.error(e),e};var a=this["webpackJsonpvision-web-app"]=this["webpackJsonpvision-web-app"]||[],c=a.push.bind(a);a.push=r,a=a.slice();for(var l=0;l<a.length;l++)r(a[l]);var f=c;t()}([])</script><script src="/static/js/2.~~abf91741~~.chunk.js"></script><script src="/static/js/main.~~db88b5b1~~.chunk.js"></script></body></html>

+ <!doctype html><html lang="en"><head><meta charset="utf-8"/><link rel="icon" href="/favicon.ico"/><meta name="viewport" content="width=device-width,initial-scale=1"/><meta name="theme-color" content="#000000"/><meta name="description" content="Multi-Model Object Detection Demo"/><link rel="apple-touch-icon" href="/logo192.png"/><link rel="manifest" href="/manifest.json"/><title>Vision Web App</title><link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Roboto:300,400,500,700&display=swap"/><link href="/static/css/main.3b4eede1.chunk.css" rel="stylesheet"></head><body><noscript>You need to enable JavaScript to run this app.</noscript><div id="root"></div><script>!function(e){function r(r){for(var n,i,a=r[0],c=r[1],l=r[2],f=0,s=[];f<a.length;f++)i=a[f],Object.prototype.hasOwnProperty.call(o,i)&&o[i]&&s.push(o[i][0]),o[i]=0;for(n in c)Object.prototype.hasOwnProperty.call(c,n)&&(e[n]=c[n]);for(p&&p(r);s.length;)s.shift()();return u.push.apply(u,l||[]),t()}function t(){for(var e,r=0;r<u.length;r++){for(var t=u[r],n=!0,a=1;a<t.length;a++){var c=t[a];0!==o[c]&&(n=!1)}n&&(u.splice(r--,1),e=i(i.s=t[0]))}return e}var n={},o={1:0},u=[];function i(r){if(n[r])return n[r].exports;var t=n[r]={i:r,l:!1,exports:{}};return e[r].call(t.exports,t,t.exports,i),t.l=!0,t.exports}i.e=function(e){var r=[],t=o[e];if(0!==t)if(t)r.push(t[2]);else{var n=new Promise((function(r,n){t=o[e]=[r,n]}));r.push(t[2]=n);var u,a=document.createElement("script");a.charset="utf-8",a.timeout=120,i.nc&&a.setAttribute("nonce",i.nc),a.src=function(e){return i.p+"static/js/"+({}[e]||e)+"."+{3:"10abbce4"}[e]+".chunk.js"}(e);var c=new Error;u=function(r){a.onerror=a.onload=null,clearTimeout(l);var t=o[e];if(0!==t){if(t){var n=r&&("load"===r.type?"missing":r.type),u=r&&r.target&&r.target.src;c.message="Loading chunk "+e+" failed.\n("+n+": "+u+")",c.name="ChunkLoadError",c.type=n,c.request=u,t[1](c)}o[e]=void 0}};var l=setTimeout((function(){u({type:"timeout",target:a})}),12e4);a.onerror=a.onload=u,document.head.appendChild(a)}return Promise.all(r)},i.m=e,i.c=n,i.d=function(e,r,t){i.o(e,r)||Object.defineProperty(e,r,{enumerable:!0,get:t})},i.r=function(e){"undefined"!=typeof Symbol&&Symbol.toStringTag&&Object.defineProperty(e,Symbol.toStringTag,{value:"Module"}),Object.defineProperty(e,"__esModule",{value:!0})},i.t=function(e,r){if(1&r&&(e=i(e)),8&r)return e;if(4&r&&"object"==typeof e&&e&&e.__esModule)return e;var t=Object.create(null);if(i.r(t),Object.defineProperty(t,"default",{enumerable:!0,value:e}),2&r&&"string"!=typeof e)for(var n in e)i.d(t,n,function(r){return e[r]}.bind(null,n));return t},i.n=function(e){var r=e&&e.__esModule?function(){return e.default}:function(){return e};return i.d(r,"a",r),r},i.o=function(e,r){return Object.prototype.hasOwnProperty.call(e,r)},i.p="/",i.oe=function(e){throw console.error(e),e};var a=this["webpackJsonpvision-web-app"]=this["webpackJsonpvision-web-app"]||[],c=a.push.bind(a);a.push=r,a=a.slice();for(var l=0;l<a.length;l++)r(a[l]);var p=c;t()}([])</script><script src="/static/js/2.e4d49f63.chunk.js"></script><script src="/static/js/main.3e9c0e32.chunk.js"></script></body></html>

static/precache-manifest.1c7268aa430373f290bea946575b07d5.js ADDED Viewed

	@@ -0,0 +1,30 @@

+self.__precacheManifest = (self.__precacheManifest || []).concat([
+  {
+    "revision": "6d3f2e82abbfb9305604907a27067ac8",
+    "url": "/index.html"
+  },
+  {
+    "revision": "16539bb2eb1bee3f18d9",
+    "url": "/static/css/main.3b4eede1.chunk.css"
+  },
+  {
+    "revision": "8c82444e1d7d7382cb08",
+    "url": "/static/js/2.e4d49f63.chunk.js"
+  },
+  {
+    "revision": "89a1b2dcd30c03705b2bceeb141b76b6",
+    "url": "/static/js/2.e4d49f63.chunk.js.LICENSE.txt"
+  },
+  {
+    "revision": "3e950a8ed9ea38f208da",
+    "url": "/static/js/3.10abbce4.chunk.js"
+  },
+  {
+    "revision": "16539bb2eb1bee3f18d9",
+    "url": "/static/js/main.7fd2b13c.chunk.js"
+  },
+  {
+    "revision": "154c4b0ed16fd7552969",
+    "url": "/static/js/runtime-main.1d79dee9.js"
+  }
+]);

static/precache-manifest.6c81b79ee3d0b098eec2157ddef3be2b.js ADDED Viewed

	@@ -0,0 +1,30 @@

+self.__precacheManifest = (self.__precacheManifest || []).concat([
+  {
+    "revision": "bbb36010f0040b79c203295da54a1c3b",
+    "url": "/index.html"
+  },
+  {
+    "revision": "f7e4eae0b4827cd78d54",
+    "url": "/static/css/main.3b4eede1.chunk.css"
+  },
+  {
+    "revision": "8c82444e1d7d7382cb08",
+    "url": "/static/js/2.e4d49f63.chunk.js"
+  },
+  {
+    "revision": "89a1b2dcd30c03705b2bceeb141b76b6",
+    "url": "/static/js/2.e4d49f63.chunk.js.LICENSE.txt"
+  },
+  {
+    "revision": "3e950a8ed9ea38f208da",
+    "url": "/static/js/3.10abbce4.chunk.js"
+  },
+  {
+    "revision": "f7e4eae0b4827cd78d54",
+    "url": "/static/js/main.3e9c0e32.chunk.js"
+  },
+  {
+    "revision": "154c4b0ed16fd7552969",
+    "url": "/static/js/runtime-main.1d79dee9.js"
+  }
+]);

static/service-worker.js CHANGED Viewed

@@ -14,7 +14,7 @@
 importScripts("https://storage.googleapis.com/workbox-cdn/releases/4.3.1/workbox-sw.js");
 importScripts(
-  "/precache-manifest.653a7aee73b10eaaa2fae0610652f6fa.js"
 );
 self.addEventListener('message', (event) => {

 importScripts("https://storage.googleapis.com/workbox-cdn/releases/4.3.1/workbox-sw.js");
 importScripts(
+  "/precache-manifest.6c81b79ee3d0b098eec2157ddef3be2b.js"
 );
 self.addEventListener('message', (event) => {

static/static/css/main.3b4eede1.chunk.css ADDED Viewed

	@@ -0,0 +1,2 @@


1	+ body{margin:0;font-family:-apple-system,BlinkMacSystemFont,"Segoe UI","Roboto","Oxygen","Ubuntu","Cantarell","Fira Sans","Droid Sans","Helvetica Neue",sans-serif;-webkit-font-smoothing:antialiased;-moz-osx-font-smoothing:grayscale;background-color:#f5f5f5}code{font-family:source-code-pro,Menlo,Monaco,Consolas,"Courier New",monospace}.App{text-align:center}.preview-image{width:100%;height:auto;max-height:100%;object-fit:contain;display:block;margin-top:0}.result-image{max-width:100%;border:1px solid #ddd;border-radius:4px;padding:4px}.detection-list{margin-top:16px;text-align:left}.model-card{cursor:pointer;transition:all .3s}.model-card:hover{transform:translateY(-5px);box-shadow:0 10px 20px rgba(0,0,0,.1)}.model-card.selected{border:2px solid #3f51b5;background-color:#e8eaf6}.model-card.disabled{opacity:.6;cursor:not-allowed}.performance-info{margin-top:16px;font-size:.9rem;color:#666}
2	+ /# sourceMappingURL=main.3b4eede1.chunk.css.map /

static/static/css/main.3b4eede1.chunk.css.map ADDED Viewed

	@@ -0,0 +1 @@

+ {"version":3,"sources":["index.css","App.css"],"names":[],"mappings":"AAAA,KACE,QAAS,CACT,mJAEY,CACZ,kCAAmC,CACnC,iCAAkC,CAClC,wBACF,CAEA,KACE,yEAEF,CCbA,KACE,iBACF,CAEA,eACE,UAAW,CACX,WAAY,CACZ,eAAgB,CAChB,kBAAmB,CACnB,aAAc,CACd,YACF,CAEA,cACE,cAAe,CACf,qBAAsB,CACtB,iBAAkB,CAClB,WACF,CAEA,gBACE,eAAgB,CAChB,eACF,CAEA,YACE,cAAe,CACf,kBACF,CAEA,kBACE,0BAA2B,CAC3B,qCACF,CAEA,qBACE,wBAAyB,CACzB,wBACF,CAEA,qBACE,UAAY,CACZ,kBACF,CAEA,kBACE,eAAgB,CAChB,eAAiB,CACjB,UACF","file":"main.3b4eede1.chunk.css","sourcesContent":["body {\n margin: 0;\n font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', 'Roboto', 'Oxygen',\n 'Ubuntu', 'Cantarell', 'Fira Sans', 'Droid Sans', 'Helvetica Neue',\n sans-serif;\n -webkit-font-smoothing: antialiased;\n -moz-osx-font-smoothing: grayscale;\n background-color: #f5f5f5;\n}\n\ncode {\n font-family: source-code-pro, Menlo, Monaco, Consolas, 'Courier New',\n monospace;\n}\n",".App {\n text-align: center;\n}\n\n.preview-image {\n width: 100%;\n height: auto;\n max-height: 100%;\n object-fit: contain;\n display: block;\n margin-top: 0;\n}\n\n.result-image {\n max-width: 100%;\n border: 1px solid #ddd;\n border-radius: 4px;\n padding: 4px;\n}\n\n.detection-list {\n margin-top: 16px;\n text-align: left;\n}\n\n.model-card {\n cursor: pointer;\n transition: all 0.3s;\n}\n\n.model-card:hover {\n transform: translateY(-5px);\n box-shadow: 0 10px 20px rgba(0,0,0,0.1);\n}\n\n.model-card.selected {\n border: 2px solid #3f51b5;\n background-color: #e8eaf6;\n}\n\n.model-card.disabled {\n opacity: 0.6;\n cursor: not-allowed;\n}\n\n.performance-info {\n margin-top: 16px;\n font-size: 0.9rem;\n color: #666;\n}\n"]}

static/static/{static/css → css}/main.59c2a54e.chunk.css RENAMED Viewed

File without changes

static/static/{static/css → css}/main.59c2a54e.chunk.css.map RENAMED Viewed

File without changes

static/static/{static/js → js}/2.abf91741.chunk.js RENAMED Viewed

File without changes

static/static/{static/js → js}/2.abf91741.chunk.js.LICENSE.txt RENAMED Viewed

File without changes

static/static/{static/js → js}/2.abf91741.chunk.js.map RENAMED Viewed

File without changes

static/static/js/2.e4d49f63.chunk.js ADDED Viewed

The diff for this file is too large to render. See raw diff

static/static/js/2.e4d49f63.chunk.js.LICENSE.txt ADDED Viewed

	@@ -0,0 +1,58 @@

+/*
+object-assign
+(c) Sindre Sorhus
+@license MIT
+*/
+/**
+ * A better abstraction over CSS.
+ *
+ * @copyright Oleg Isonen (Slobodskoi) / Isonen 2014-present
+ * @website https://github.com/cssinjs/jss
+ * @license MIT
+ */
+/** @license React v0.19.1
+ * scheduler.production.min.js
+ *
+ * Copyright (c) Facebook, Inc. and its affiliates.
+ *
+ * This source code is licensed under the MIT license found in the
+ * LICENSE file in the root directory of this source tree.
+ */
+/** @license React v16.13.1
+ * react-is.production.min.js
+ *
+ * Copyright (c) Facebook, Inc. and its affiliates.
+ *
+ * This source code is licensed under the MIT license found in the
+ * LICENSE file in the root directory of this source tree.
+ */
+/** @license React v16.14.0
+ * react-dom.production.min.js
+ *
+ * Copyright (c) Facebook, Inc. and its affiliates.
+ *
+ * This source code is licensed under the MIT license found in the
+ * LICENSE file in the root directory of this source tree.
+ */
+/** @license React v16.14.0
+ * react.production.min.js
+ *
+ * Copyright (c) Facebook, Inc. and its affiliates.
+ *
+ * This source code is licensed under the MIT license found in the
+ * LICENSE file in the root directory of this source tree.
+ */
+/** @license React v17.0.2
+ * react-is.production.min.js
+ *
+ * Copyright (c) Facebook, Inc. and its affiliates.
+ *
+ * This source code is licensed under the MIT license found in the
+ * LICENSE file in the root directory of this source tree.
+ */

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