Update app_docker.py
Browse files- app_docker.py +199 -93
app_docker.py
CHANGED
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@@ -654,25 +654,43 @@ HTML_TEMPLATE = """
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});
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function updateDocumentsList() {
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fetch('/documents')
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const list = document.getElementById('documentsList');
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if (d.documents.length === 0) {
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list.innerHTML = '<p style="color: #999;">No documents uploaded yet</p>';
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} else {
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let html = '';
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for (let doc in d.documents) {
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}
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list.innerHTML = html;
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}
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});
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}
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@@ -682,44 +700,68 @@ HTML_TEMPLATE = """
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const progressDiv = document.getElementById('uploadProgressDiv');
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progressDiv.style.display = 'block';
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const formData = new FormData();
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for (let file of files) {
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formData.append('files', file);
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}
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//
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let progress =
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const progressInterval = setInterval(() => {
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if (progress <
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progress += Math.random() *
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updateProgress(Math.min(progress,
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}
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},
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fetch('/upload', {
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method: 'POST',
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body: formData
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timeout: 300000 // 5 minute timeout
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})
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.then(
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clearInterval(progressInterval);
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-
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})
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.then(
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updateProgress(100);
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setTimeout(() => {
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progressDiv.style.display = 'none';
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-
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updateDocumentsList();
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document.getElementById('fileInput').value = '';
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progress = 0;
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},
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})
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.catch(
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clearInterval(progressInterval);
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progressDiv.style.display = 'none';
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document.getElementById('fileInput').value = '';
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progress = 0;
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});
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@@ -770,34 +812,55 @@ def get_documents():
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@app.route('/upload', methods=['POST'])
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def upload_files():
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files = request.files.getlist('files')
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if not files or len(files) == 0:
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return jsonify({
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try:
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-
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-
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for file in files:
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if not file or not file.filename:
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continue
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filename = file.filename
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try:
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file_content = file.read()
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if not file_content:
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documents[filename] = {'status': 'error', 'error': 'Empty file'}
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failed += 1
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continue
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if
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-
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failed += 1
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continue
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#
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documents[filename] = {
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'type': doc_type,
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'size': len(file_content),
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@@ -805,108 +868,151 @@ def upload_files():
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'uploaded_at': str(__import__('datetime').datetime.now())
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}
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#
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import tempfile
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import os as os_module
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with tempfile.NamedTemporaryFile(delete=False, suffix=f".{doc_type}") as f:
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temp_path = f.name
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f.write(file_content)
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try:
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# Extract text
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if doc_type == 'pdf':
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text = PDFProcessor.extract_text(temp_path)
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else:
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text = CSVProcessor.extract_text(temp_path)
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-
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chunker = ChunkerService(512, 50)
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chunks = chunker.chunk_text(text, {"doc_id": filename})
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if not chunks:
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raise Exception(
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embedded_chunks = services['embedding_service'].embed_chunks(chunks)
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successful += 1
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except Exception as file_error:
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error_msg = str(file_error)[:100]
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documents[filename] = {
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'type': 'unknown',
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'status': 'error',
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'error': error_msg
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}
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errors.append(f"{filename}: {error_msg}")
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failed += 1
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# Build response message
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return jsonify({
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'success': failed == 0,
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'message': message,
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'successful': successful,
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'failed': failed
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})
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except Exception as e:
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error_msg = str(e)[:200]
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-
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@app.route('/query', methods=['POST'])
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def query():
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"""RAG Query - with document retrieval"""
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try:
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query_embedding = services['embedding_service'].embed_text(query_text)
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search_results = services['vector_db_service'].search(
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query_embedding,
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data.get('top_k', 5)
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)
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if not search_results:
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return jsonify({'success': False, 'error': '❌ No relevant documents found. Please upload documents first.'})
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result = services['retrieval_service'].generate_with_pipeline(
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query_text,
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search_results,
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data.get('model', 'llama-3.1-8b-instant'),
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rag_mode=data.get('rag_mode', 'simple'),
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temperature=data.get('temperature', 0.7),
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max_tokens=data.get('max_tokens', 1024)
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)
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return jsonify({'success': True, 'result': result})
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except Exception as e:
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return jsonify({'success': False, 'error': str(e)})
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@app.route('/chat', methods=['POST'])
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});
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function updateDocumentsList() {
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fetch('/documents')
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.then(r => {
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if (!r.ok) throw new Error('Failed to fetch documents');
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return r.json();
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})
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.then(d => {
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const list = document.getElementById('documentsList');
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if (!d.documents || Object.keys(d.documents).length === 0) {
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list.innerHTML = '<p style="color: #999;">No documents uploaded yet</p>';
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} else {
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let html = '';
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for (let doc in d.documents) {
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if (d.documents.hasOwnProperty(doc)) {
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const info = d.documents[doc];
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const status = info.status || 'ready';
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const icon = status === 'processing' ? '⏳' : status === 'error' ? '❌' : '✅';
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const statusColor = status === 'error' ? '#dc3545' : status === 'processing' ? '#ffc107' : '#10b981';
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html += '<div class="document-status" style="border-left-color: ' + statusColor + ';">';
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html += '<span class="status-icon">' + icon + '</span>';
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html += '<div style="flex: 1;">';
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html += '<div style="font-weight: 500; color: #2d3e50;">📄 ' + doc + '</div>';
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let details = 'Status: ' + status + ' | Type: ' + (info.type || 'unknown');
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if (info.chunks) details += ' | Chunks: ' + info.chunks;
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if (info.error) details += ' | Error: ' + info.error.substring(0, 50);
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html += '<div style="font-size: 0.85rem; color: #999;">' + details + '</div>';
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html += '</div></div>';
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}
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}
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list.innerHTML = html;
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}
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})
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.catch(error => {
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const list = document.getElementById('documentsList');
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list.innerHTML = '<p style="color: #dc3545;">❌ Error loading documents: ' + error.message + '</p>';
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});
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}
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const progressDiv = document.getElementById('uploadProgressDiv');
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progressDiv.style.display = 'block';
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updateProgress(5); // Start at 5%
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const formData = new FormData();
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for (let file of files) {
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formData.append('files', file);
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}
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// Progress simulation during upload
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let progress = 5;
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const progressInterval = setInterval(() => {
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if (progress < 80) {
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progress += Math.random() * 15;
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updateProgress(Math.min(progress, 80));
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}
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}, 400);
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// Send upload request
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fetch('/upload', {
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method: 'POST',
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body: formData
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})
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.then(response => {
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// Stop the progress simulation
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clearInterval(progressInterval);
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updateProgress(90);
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// Check if response is ok
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if (!response.ok) {
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throw new Error(`HTTP ${response.status}: ${response.statusText}`);
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}
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return response.json();
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})
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.then(data => {
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// Upload completed successfully
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updateProgress(100);
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setTimeout(() => {
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progressDiv.style.display = 'none';
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// Show status message
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const successMsg = data.message || 'Upload completed';
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showStatus(successMsg, data.success ? 'success' : 'warning');
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// Refresh document list
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updateDocumentsList();
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// Clear file input
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document.getElementById('fileInput').value = '';
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// Clear progress tracking
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progress = 0;
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}, 800);
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})
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.catch(error => {
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// Upload failed
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clearInterval(progressInterval);
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progressDiv.style.display = 'none';
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let errorMsg = error.message || 'Upload failed';
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showStatus('❌ ' + errorMsg, 'error');
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// Clear file input
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document.getElementById('fileInput').value = '';
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progress = 0;
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});
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@app.route('/upload', methods=['POST'])
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def upload_files():
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"""Handle document upload with proper error handling and status tracking"""
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files = request.files.getlist('files')
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if not files or len(files) == 0:
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return jsonify({
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'success': False,
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'message': '❌ No files uploaded',
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'successful': 0,
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'failed': 0
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})
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successful = 0
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failed = 0
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errors = []
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try:
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import tempfile
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import os as os_module
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import logging
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for file in files:
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if not file or not file.filename:
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continue
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filename = file.filename
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temp_path = None
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try:
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# Read file content
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file_content = file.read()
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if not file_content:
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documents[filename] = {'status': 'error', 'error': 'Empty file', 'type': 'unknown'}
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errors.append(f"{filename}: Empty file")
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failed += 1
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continue
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# Determine file type
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if filename.lower().endswith('.pdf'):
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doc_type = 'pdf'
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elif filename.lower().endswith('.csv'):
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doc_type = 'csv'
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else:
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documents[filename] = {'status': 'error', 'error': 'Invalid file type', 'type': 'unknown'}
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errors.append(f"{filename}: Not PDF or CSV")
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failed += 1
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continue
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|
| 863 |
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# Mark as processing
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documents[filename] = {
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'type': doc_type,
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'size': len(file_content),
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| 868 |
'uploaded_at': str(__import__('datetime').datetime.now())
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}
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| 871 |
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# Write to temporary file
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| 872 |
with tempfile.NamedTemporaryFile(delete=False, suffix=f".{doc_type}") as f:
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| 873 |
temp_path = f.name
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| 874 |
f.write(file_content)
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| 875 |
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f.flush()
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|
| 877 |
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# Extract text from file
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| 878 |
try:
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| 879 |
if doc_type == 'pdf':
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| 880 |
text = PDFProcessor.extract_text(temp_path)
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else:
|
| 882 |
text = CSVProcessor.extract_text(temp_path)
|
| 883 |
+
except Exception as extract_error:
|
| 884 |
+
raise Exception(f"Text extraction failed: {str(extract_error)[:100]}")
|
| 885 |
|
| 886 |
+
if not text or len(text.strip()) == 0:
|
| 887 |
+
raise Exception("No text could be extracted from file")
|
| 888 |
|
| 889 |
+
# Create chunks
|
| 890 |
+
try:
|
| 891 |
chunker = ChunkerService(512, 50)
|
| 892 |
chunks = chunker.chunk_text(text, {"doc_id": filename})
|
| 893 |
|
| 894 |
+
if not chunks or len(chunks) == 0:
|
| 895 |
+
raise Exception("No chunks created from text")
|
| 896 |
+
except Exception as chunk_error:
|
| 897 |
+
raise Exception(f"Chunking failed: {str(chunk_error)[:100]}")
|
| 898 |
|
| 899 |
+
# Embed chunks
|
| 900 |
+
try:
|
| 901 |
embedded_chunks = services['embedding_service'].embed_chunks(chunks)
|
| 902 |
+
if not embedded_chunks:
|
| 903 |
+
raise Exception("Embedding failed")
|
| 904 |
|
| 905 |
+
services['vector_db_service'].add_chunks(embedded_chunks)
|
| 906 |
+
except Exception as embed_error:
|
| 907 |
+
raise Exception(f"Embedding failed: {str(embed_error)[:100]}")
|
|
|
|
| 908 |
|
| 909 |
+
# Mark as ready
|
| 910 |
+
documents[filename] = {
|
| 911 |
+
'type': doc_type,
|
| 912 |
+
'size': len(file_content),
|
| 913 |
+
'status': 'ready',
|
| 914 |
+
'chunks': len(chunks),
|
| 915 |
+
'uploaded_at': str(__import__('datetime').datetime.now())
|
| 916 |
+
}
|
| 917 |
+
successful += 1
|
| 918 |
|
| 919 |
except Exception as file_error:
|
| 920 |
error_msg = str(file_error)[:100]
|
| 921 |
documents[filename] = {
|
| 922 |
+
'type': doc_type if 'doc_type' in locals() else 'unknown',
|
| 923 |
'status': 'error',
|
| 924 |
'error': error_msg
|
| 925 |
}
|
| 926 |
errors.append(f"{filename}: {error_msg}")
|
| 927 |
failed += 1
|
| 928 |
+
__import__('logging').error(f"Upload error for {filename}: {str(file_error)}")
|
| 929 |
+
|
| 930 |
+
finally:
|
| 931 |
+
# Clean up temporary file
|
| 932 |
+
if temp_path:
|
| 933 |
+
try:
|
| 934 |
+
os_module.unlink(temp_path)
|
| 935 |
+
except:
|
| 936 |
+
pass
|
| 937 |
|
| 938 |
# Build response message
|
| 939 |
+
if successful == 0 and failed == 0:
|
| 940 |
+
message = '❌ No files processed'
|
| 941 |
+
elif successful > 0 and failed == 0:
|
| 942 |
+
message = f'✅ Successfully processed {successful} file(s)'
|
| 943 |
+
elif successful > 0 and failed > 0:
|
| 944 |
+
message = f'⚠️ Processed {successful} file(s), Failed {failed} file(s)'
|
| 945 |
+
else:
|
| 946 |
+
message = f'❌ Failed to process {failed} file(s)'
|
| 947 |
|
| 948 |
return jsonify({
|
| 949 |
+
'success': failed == 0 and successful > 0,
|
| 950 |
'message': message,
|
| 951 |
'successful': successful,
|
| 952 |
+
'failed': failed,
|
| 953 |
+
'errors': errors if errors else None
|
| 954 |
})
|
| 955 |
+
|
| 956 |
except Exception as e:
|
| 957 |
error_msg = str(e)[:200]
|
| 958 |
+
__import__('logging').error(f"Upload endpoint error: {error_msg}")
|
| 959 |
+
return jsonify({
|
| 960 |
+
'success': False,
|
| 961 |
+
'message': f'❌ Upload error: {error_msg}',
|
| 962 |
+
'successful': 0,
|
| 963 |
+
'failed': len(files)
|
| 964 |
+
})
|
| 965 |
|
| 966 |
@app.route('/query', methods=['POST'])
|
| 967 |
def query():
|
| 968 |
"""RAG Query - with document retrieval"""
|
| 969 |
+
try:
|
| 970 |
+
initialize_groq_from_env()
|
| 971 |
+
|
| 972 |
+
if not services['retrieval_service']:
|
| 973 |
+
return jsonify({'success': False, 'error': '⚠️ GROQ_API_KEY not configured. Add it to HF Spaces Secrets.'})
|
| 974 |
|
| 975 |
+
data = request.json
|
| 976 |
+
query_text = data.get('query', '').strip()
|
| 977 |
+
if not query_text:
|
| 978 |
+
return jsonify({'success': False, 'error': 'Query is required'})
|
| 979 |
|
| 980 |
+
# Check if documents are uploaded
|
| 981 |
+
if not documents or len(documents) == 0:
|
| 982 |
+
return jsonify({'success': False, 'error': '❌ No documents uploaded. Please upload documents first.'})
|
| 983 |
+
|
| 984 |
+
try:
|
| 985 |
+
# Get embedding for query
|
| 986 |
+
query_embedding = services['embedding_service'].embed_text(query_text)
|
| 987 |
+
|
| 988 |
+
# Search for relevant documents
|
| 989 |
+
search_results = services['vector_db_service'].search(
|
| 990 |
+
query_embedding,
|
| 991 |
+
data.get('top_k', 5)
|
| 992 |
+
)
|
| 993 |
+
|
| 994 |
+
if not search_results or len(search_results) == 0:
|
| 995 |
+
return jsonify({'success': False, 'error': '❌ No relevant documents found. Try a different query.'})
|
| 996 |
+
|
| 997 |
+
# Generate answer using RAG pipeline
|
| 998 |
+
result = services['retrieval_service'].generate_with_pipeline(
|
| 999 |
+
query_text,
|
| 1000 |
+
search_results,
|
| 1001 |
+
data.get('model', 'llama-3.1-8b-instant'),
|
| 1002 |
+
rag_mode=data.get('rag_mode', 'simple'),
|
| 1003 |
+
temperature=float(data.get('temperature', 0.7)),
|
| 1004 |
+
max_tokens=int(data.get('max_tokens', 1024))
|
| 1005 |
+
)
|
| 1006 |
+
|
| 1007 |
+
return jsonify({'success': True, 'result': result})
|
| 1008 |
+
|
| 1009 |
+
except __import__('requests').exceptions.Timeout:
|
| 1010 |
+
return jsonify({'success': False, 'error': 'Request timeout - Groq API is slow. Try again.'})
|
| 1011 |
+
except Exception as query_error:
|
| 1012 |
+
return jsonify({'success': False, 'error': f'Query error: {str(query_error)[:100]}'})
|
| 1013 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1014 |
except Exception as e:
|
| 1015 |
+
return jsonify({'success': False, 'error': f'Error: {str(e)[:100]}'})
|
| 1016 |
|
| 1017 |
|
| 1018 |
@app.route('/chat', methods=['POST'])
|