",
+ "confidence": <0.0 to 1.0>,
+ "reasoning": "<2-3 key text patterns you found>"
+}}
+
+Return ONLY valid JSON, no other text."""
+
+ # Call VL model with extended timeout for slower inference servers
+ response = self.client.chat.completions.create(
+ model=config.DETECTION_MODEL,
+ messages=[{"role": "user", "content": message_content}],
+ max_tokens=300, # Increased for better reasoning
+ temperature=0.2, # Slightly higher for flexibility
+ timeout=120.0 # 2 minutes for classification on slower servers
+ )
+
+ result = self._parse_json_response(response.choices[0].message.content)
+
+ if not result or not result.get('document_type'):
+ logger.warning("VL model returned empty result")
+ return {"document_type": "undetected", "confidence": 0.0, "reasoning": "Could not determine document type"}
+
+ logger.info(f"VL classification: {result.get('document_type')} ({result.get('confidence', 0):.0%})")
+ return result
+
+ except TimeoutError:
+ logger.error("Document classification timed out after 2 minutes")
+ return {
+ "document_type": "undetected",
+ "confidence": 0.0,
+ "reasoning": "Classification timed out. Please select a template manually."
+ }
+ except Exception as e:
+ logger.error(f"Document type detection failed: {str(e)}")
+ return {
+ "document_type": "undetected",
+ "confidence": 0.0,
+ "reasoning": f"Classification failed: {str(e)}"
+ }
+
+ def _mock_extraction(self, schema: Dict[str, str]) -> Dict[str, Any]:
+ """Generate mock data based on schema"""
+ mock_data = {}
+ for field, field_type in schema.items():
+ if "invoice" in field.lower() or "number" in field.lower():
+ mock_data[field] = "INV-2024-001"
+ elif "date" in field.lower():
+ mock_data[field] = "2024-12-29"
+ elif "vendor" in field.lower() or "company" in field.lower():
+ mock_data[field] = "Acme Corporation"
+ elif "total" in field.lower() or "amount" in field.lower():
+ mock_data[field] = 1250.00
+ elif field_type == "array":
+ mock_data[field] = [
+ {"description": "Consulting Services", "amount": 1000.00},
+ {"description": "Software License", "amount": 250.00}
+ ]
+ else:
+ mock_data[field] = f"Mock {field}"
+
+ return mock_data
+
+ def process_chat_message(self, message: str, current_schema: Dict[str, str]) -> tuple[str, Dict[str, str]]:
+ """Process chat message to build extraction schema"""
+
+ if not self.client:
+ return self._mock_chat_response(message, current_schema)
+
+ try:
+ schema_str = "\n".join([f"- {k}: {v}" for k, v in current_schema.items()]) if current_schema else "None yet"
+
+ system_prompt = """You are a helpful assistant that helps users build document extraction schemas.
+
+When users greet you or ask questions: Respond conversationally and ask what fields they want to extract.
+When users request fields: Update the schema and confirm.
+
+FIELD NAME RULES:
+- Use snake_case
+- Use EXACT names user specifies
+- Plural words (deliverables, medications, items) = array type
+- NO typos, NO extra letters, NO suffix additions like "_list"
+
+DATA TYPES:
+- string: text, names, emails
+- number: integers, floats
+- date: dates
+- array: lists, multiple items, plural nouns
+- object: nested structures
+
+USER REQUEST PATTERNS:
+"extract X" or "add X" → ADD field X to schema (determine type from name)
+"extract X as array" → ADD field X with type=array
+"remove X" → DELETE field X from schema
+"replace X with Y" → DELETE X, ADD Y
+"X and Y as well" → ADD both X and Y to schema
+"X, Y, Z" → ADD all three to schema
+"hi", "hello", "help" → Greet and ask what to extract
+
+RESPONSE FORMAT (JSON only):
+{
+ "reply": "Your conversational response",
+ "schema": {"field1": "type1", "field2": "type2"}
+}
+
+EXAMPLES:
+User: "hi"
+Response: {"reply": "Hello! I'll help you configure document extraction. What fields would you like to extract from your documents?", "schema": {}}
+
+User: "extract deliverables"
+Response: {"reply": "Added deliverables as an array field. What else would you like to extract?", "schema": {"deliverables": "array"}}
+
+User: "add client_email and contractor_email"
+Response: {"reply": "Added client_email and contractor_email fields.", "schema": {"deliverables": "array", "client_email": "string", "contractor_email": "string"}}"""
+
+ user_prompt = f"""Current schema:
+{schema_str}
+
+User request: {message}
+
+Process this request and update the schema accordingly."""
+
+ response = self.client.chat.completions.create(
+ model=config.VISION_MODEL,
+ messages=[
+ {"role": "system", "content": system_prompt},
+ {"role": "user", "content": user_prompt}
+ ],
+ max_tokens=800,
+ temperature=0.3,
+ timeout=120.0 # 2 minutes for chat processing on slower servers
+ )
+
+ result = self._parse_json_response(response.choices[0].message.content)
+
+ reply = result.get("reply", "I'm here to help! What would you like to extract?")
+ updated_schema = result.get("schema", current_schema)
+
+ logger.info(f"Chat processed: {len(updated_schema)} fields in schema")
+
+ return reply, updated_schema
+
+ except Exception as e:
+ logger.error(f"Chat processing error: {str(e)}")
+ return self._mock_chat_response(message, current_schema)
+
+ def _mock_chat_response(self, message: str, current_schema: Dict[str, str]) -> tuple[str, Dict[str, str]]:
+ """Mock chat response when vision client is not available"""
+ message_lower = message.lower()
+
+ if not current_schema:
+ if "invoice" in message_lower:
+ reply = "I'll help you extract invoice data. What fields do you need? Common invoice fields include: invoice number, date, vendor, line items, and total amount."
+ return reply, {}
+ else:
+ reply = "I can help you define what data to extract from your documents. What type of document are you working with?"
+ return reply, {}
+
+ new_schema = dict(current_schema)
+
+ if "invoice number" in message_lower or "number" in message_lower:
+ new_schema["invoice_number"] = "string"
+ if "date" in message_lower:
+ new_schema["date"] = "date"
+ if "vendor" in message_lower or "company" in message_lower:
+ new_schema["vendor"] = "string"
+ if "total" in message_lower or "amount" in message_lower:
+ new_schema["total"] = "number"
+ if "line item" in message_lower or "items" in message_lower:
+ new_schema["line_items"] = "array"
+
+ if new_schema != current_schema:
+ field_list = ", ".join(new_schema.keys())
+ reply = f"Got it! I'll extract these fields: {field_list}. You can test this extraction or add more fields."
+ else:
+ reply = "What other fields would you like to extract?"
+
+ return reply, new_schema
+
+ def _extract_schema_from_response(self, message: str, current_schema: Dict[str, str]) -> Dict[str, str]:
+ """Extract schema updates from user message"""
+ new_schema = dict(current_schema)
+ message_lower = message.lower()
+
+ field_mappings = {
+ "invoice number": ("invoice_number", "string"),
+ "invoice_number": ("invoice_number", "string"),
+ "date": ("date", "date"),
+ "vendor": ("vendor", "string"),
+ "company": ("vendor", "string"),
+ "total": ("total", "number"),
+ "amount": ("total", "number"),
+ "line items": ("line_items", "array"),
+ "items": ("line_items", "array"),
+ }
+
+ for keyword, (field, field_type) in field_mappings.items():
+ if keyword in message_lower:
+ new_schema[field] = field_type
+
+ return new_schema
diff --git a/sample_solutions/DocQvision/api/utils/__init__.py b/sample_solutions/DocQvision/api/utils/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/sample_solutions/DocQvision/api/utils/validators.py b/sample_solutions/DocQvision/api/utils/validators.py
new file mode 100644
index 00000000..5a7ae58a
--- /dev/null
+++ b/sample_solutions/DocQvision/api/utils/validators.py
@@ -0,0 +1,66 @@
+"""Validation utilities for file uploads and data"""
+import logging
+
+logger = logging.getLogger(__name__)
+
+
+def validate_pdf_file(content: bytes, filename: str) -> tuple[bool, str]:
+ """
+ Validate that uploaded file is a legitimate PDF
+
+ Args:
+ content: File bytes
+ filename: Original filename
+
+ Returns:
+ (is_valid, error_message)
+ """
+ if not content:
+ return False, "Empty file"
+
+ if not filename.lower().endswith('.pdf'):
+ return False, "Only PDF files are supported"
+
+ if not content.startswith(b'%PDF-'):
+ return False, "Invalid PDF file format (magic bytes mismatch)"
+
+ if len(content) > 10 * 1024 * 1024:
+ return False, "File size exceeds 10MB limit"
+
+ return True, ""
+
+
+def sanitize_chat_message(message: str) -> str:
+ """
+ Sanitize user chat input to prevent prompt injection
+
+ Args:
+ message: User chat message
+
+ Returns:
+ Sanitized message
+ """
+ if not message:
+ return ""
+
+ message = message.strip()
+
+ if len(message) > 2000:
+ message = message[:2000]
+
+ suspicious_patterns = [
+ "ignore previous",
+ "ignore all previous",
+ "disregard previous",
+ "forget previous",
+ "new instructions:",
+ "system:",
+ "assistant:",
+ ]
+
+ message_lower = message.lower()
+ for pattern in suspicious_patterns:
+ if pattern in message_lower:
+ logger.warning(f"Potential prompt injection detected: {pattern}")
+
+ return message
diff --git a/sample_solutions/DocQvision/assets/configure-chat.png b/sample_solutions/DocQvision/assets/configure-chat.png
new file mode 100644
index 00000000..0691ed17
Binary files /dev/null and b/sample_solutions/DocQvision/assets/configure-chat.png differ
diff --git a/sample_solutions/DocQvision/assets/configure-initial.png b/sample_solutions/DocQvision/assets/configure-initial.png
new file mode 100644
index 00000000..4098cb0c
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diff --git a/sample_solutions/DocQvision/assets/configure-test-results.png b/sample_solutions/DocQvision/assets/configure-test-results.png
new file mode 100644
index 00000000..5eb690ab
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diff --git a/sample_solutions/DocQvision/assets/history-page.png b/sample_solutions/DocQvision/assets/history-page.png
new file mode 100644
index 00000000..074f9101
Binary files /dev/null and b/sample_solutions/DocQvision/assets/history-page.png differ
diff --git a/sample_solutions/DocQvision/assets/results-view.png b/sample_solutions/DocQvision/assets/results-view.png
new file mode 100644
index 00000000..5eb690ab
Binary files /dev/null and b/sample_solutions/DocQvision/assets/results-view.png differ
diff --git a/sample_solutions/DocQvision/assets/upload-page.png b/sample_solutions/DocQvision/assets/upload-page.png
new file mode 100644
index 00000000..4a23c34c
Binary files /dev/null and b/sample_solutions/DocQvision/assets/upload-page.png differ
diff --git a/sample_solutions/DocQvision/docker-compose.yml b/sample_solutions/DocQvision/docker-compose.yml
new file mode 100644
index 00000000..98656677
--- /dev/null
+++ b/sample_solutions/DocQvision/docker-compose.yml
@@ -0,0 +1,109 @@
+# =============================================================================
+# DocQvision - Docker Compose Configuration
+# =============================================================================
+# This file orchestrates the DocQvision application stack consisting of:
+# - Backend API (FastAPI)
+# - Frontend UI (React + Nginx)
+# =============================================================================
+
+services:
+ # ===========================================================================
+ # Backend API Service
+ # ===========================================================================
+ backend:
+ build:
+ context: ./api
+ dockerfile: Dockerfile
+ args:
+ - BUILDKIT_INLINE_CACHE=1
+ image: DocQvision-backend:latest
+ container_name: DocQvision-backend
+ ports:
+ - "${BACKEND_PORT:-5001}:5001"
+ env_file:
+ - ./api/.env
+ environment:
+ - DATABASE_URL=sqlite:////app/data/DocQvision.db
+ - PYTHONUNBUFFERED=1
+ volumes:
+ # Persistent database storage
+ - db_data:/app/data
+ extra_hosts:
+ - "${LOCAL_URL_ENDPOINT}:host-gateway"
+ networks:
+ - DocQvision_network
+ restart: unless-stopped
+ healthcheck:
+ test: ["CMD", "curl", "-f", "http://localhost:5001/health"]
+ interval: 30s
+ timeout: 10s
+ retries: 3
+ start_period: 40s
+ deploy:
+ resources:
+ limits:
+ cpus: '2'
+ memory: 2G
+ reservations:
+ cpus: '0.5'
+ memory: 512M
+ labels:
+ - "com.DocQvision.service=backend"
+ - "com.DocQvision.version=1.0"
+
+ # ===========================================================================
+ # Frontend UI Service
+ # ===========================================================================
+ frontend:
+ build:
+ context: ./ui
+ dockerfile: Dockerfile
+ args:
+ - BUILDKIT_INLINE_CACHE=1
+ image: DocQvision-frontend:latest
+ container_name: DocQvision-frontend
+ ports:
+ - "${FRONTEND_PORT:-3000}:80"
+ depends_on:
+ backend:
+ condition: service_healthy
+ networks:
+ - DocQvision_network
+ restart: unless-stopped
+ healthcheck:
+ test: ["CMD", "curl", "-f", "http://localhost/"]
+ interval: 30s
+ timeout: 3s
+ retries: 3
+ start_period: 10s
+ deploy:
+ resources:
+ limits:
+ cpus: '1'
+ memory: 512M
+ reservations:
+ cpus: '0.25'
+ memory: 128M
+ labels:
+ - "com.DocQvision.service=frontend"
+ - "com.DocQvision.version=1.0"
+
+# =============================================================================
+# Networks
+# =============================================================================
+networks:
+ DocQvision_network:
+ driver: bridge
+ name: DocQvision_network
+ labels:
+ - "com.DocQvision.network=main"
+
+# =============================================================================
+# Volumes
+# =============================================================================
+volumes:
+ db_data:
+ driver: local
+ name: DocQvision_db_data
+ labels:
+ - "com.DocQvision.volume=database"
diff --git a/sample_solutions/DocQvision/sample-documents/invoice1.pdf b/sample_solutions/DocQvision/sample-documents/invoice1.pdf
new file mode 100644
index 00000000..80ef2fa7
Binary files /dev/null and b/sample_solutions/DocQvision/sample-documents/invoice1.pdf differ
diff --git a/sample_solutions/DocQvision/sample-documents/invoice2.pdf b/sample_solutions/DocQvision/sample-documents/invoice2.pdf
new file mode 100644
index 00000000..79d63e65
Binary files /dev/null and b/sample_solutions/DocQvision/sample-documents/invoice2.pdf differ
diff --git a/sample_solutions/DocQvision/sample-documents/prescription.pdf b/sample_solutions/DocQvision/sample-documents/prescription.pdf
new file mode 100644
index 00000000..d8a936d3
Binary files /dev/null and b/sample_solutions/DocQvision/sample-documents/prescription.pdf differ
diff --git a/sample_solutions/DocQvision/sample-documents/service-contract.pdf b/sample_solutions/DocQvision/sample-documents/service-contract.pdf
new file mode 100644
index 00000000..066001db
Binary files /dev/null and b/sample_solutions/DocQvision/sample-documents/service-contract.pdf differ
diff --git a/sample_solutions/DocQvision/ui/.dockerignore b/sample_solutions/DocQvision/ui/.dockerignore
new file mode 100644
index 00000000..1fa4d037
--- /dev/null
+++ b/sample_solutions/DocQvision/ui/.dockerignore
@@ -0,0 +1,56 @@
+# Dependencies
+node_modules/
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+pnpm-debug.log*
+
+# Production build
+dist/
+build/
+.cache/
+
+# Environment variables
+.env
+.env.local
+.env.development.local
+.env.test.local
+.env.production.local
+
+# IDE
+.vscode/
+.idea/
+*.swp
+*.swo
+*~
+.DS_Store
+
+# Testing
+coverage/
+.nyc_output/
+
+# Logs
+logs/
+*.log
+
+# Documentation
+*.md
+docs/
+
+# Git
+.git/
+.gitignore
+.gitattributes
+
+# Docker
+Dockerfile*
+docker-compose*.yml
+.dockerignore
+
+# Temporary files
+*.tmp
+*.bak
+.cache/
+
+# OS
+Thumbs.db
diff --git a/sample_solutions/DocQvision/ui/Dockerfile b/sample_solutions/DocQvision/ui/Dockerfile
new file mode 100644
index 00000000..230b0b98
--- /dev/null
+++ b/sample_solutions/DocQvision/ui/Dockerfile
@@ -0,0 +1,64 @@
+# =============================================================================
+# DocQvision UI - Production Dockerfile
+# =============================================================================
+
+# =============================================================================
+# Builder stage - Build React application
+# =============================================================================
+FROM node:20-alpine as builder
+
+WORKDIR /app
+
+# Copy package files for dependency installation
+COPY package.json ./
+
+# Install dependencies
+RUN npm install
+
+# Copy source code
+COPY . .
+
+# Build the application
+RUN npm run build
+
+# =============================================================================
+# Runtime stage - Serve with nginx
+# =============================================================================
+FROM nginx:1.25-alpine as runtime
+
+# Install curl for healthcheck
+RUN apk add --no-cache curl
+
+# Remove default nginx config
+RUN rm -rf /etc/nginx/conf.d/*
+
+# Copy custom nginx configuration
+COPY nginx.conf /etc/nginx/conf.d/default.conf
+
+# Copy built application from builder
+COPY --from=builder /app/dist /usr/share/nginx/html
+
+# Create non-root user for security
+RUN addgroup -g 1001 -S appuser && \
+ adduser -S -D -H -u 1001 -h /var/cache/nginx -s /sbin/nologin -G appuser -g appuser appuser
+
+# Change ownership of nginx directories
+RUN chown -R appuser:appuser /var/cache/nginx && \
+ chown -R appuser:appuser /var/log/nginx && \
+ chown -R appuser:appuser /etc/nginx/conf.d && \
+ touch /var/run/nginx.pid && \
+ chown -R appuser:appuser /var/run/nginx.pid && \
+ chown -R appuser:appuser /usr/share/nginx/html
+
+# Switch to non-root user
+USER appuser
+
+# Expose HTTP port
+EXPOSE 80
+
+# Health check
+HEALTHCHECK --interval=30s --timeout=3s --start-period=5s --retries=3 \
+ CMD curl -f http://localhost/ || exit 1
+
+# Start nginx
+CMD ["nginx", "-g", "daemon off;"]
diff --git a/sample_solutions/DocQvision/ui/index.html b/sample_solutions/DocQvision/ui/index.html
new file mode 100644
index 00000000..9da79c86
--- /dev/null
+++ b/sample_solutions/DocQvision/ui/index.html
@@ -0,0 +1,12 @@
+
+
+
+ DocQvision - Document Intelligence Platform
+
+
+
+
+
+
diff --git a/sample_solutions/DocQvision/ui/nginx.conf b/sample_solutions/DocQvision/ui/nginx.conf
new file mode 100644
index 00000000..0194eb93
--- /dev/null
+++ b/sample_solutions/DocQvision/ui/nginx.conf
@@ -0,0 +1,26 @@
+server {
+ listen 80;
+ server_name localhost;
+ root /usr/share/nginx/html;
+ index index.html;
+
+ # Frontend routes - React Router
+ location / {
+ try_files $uri $uri/ /index.html;
+ }
+
+ # Backend API proxy
+ location /api {
+ proxy_pass http://DocQvision-backend:5001;
+ proxy_http_version 1.1;
+ proxy_set_header Upgrade $http_upgrade;
+ proxy_set_header Connection 'upgrade';
+ proxy_set_header Host $host;
+ 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_cache_bypass $http_upgrade;
+ proxy_read_timeout 300s;
+ proxy_connect_timeout 75s;
+ }
+}
diff --git a/sample_solutions/DocQvision/ui/package-lock.json b/sample_solutions/DocQvision/ui/package-lock.json
new file mode 100644
index 00000000..06c2b01b
--- /dev/null
+++ b/sample_solutions/DocQvision/ui/package-lock.json
@@ -0,0 +1,3529 @@
+{
+ "name": "docqvision-ui",
+ "version": "1.0.0",
+ "lockfileVersion": 3,
+ "requires": true,
+ "packages": {
+ "": {
+ "name": "docqvision-ui",
+ "version": "1.0.0",
+ "dependencies": {
+ "axios": "^1.13.5",
+ "lucide-react": "^0.454.0",
+ "react": "^18.3.1",
+ "react-dom": "^18.3.1",
+ "react-dropzone": "^14.2.10",
+ "react-pdf": "^9.1.1",
+ "react-router-dom": "^6.29.0"
+ },
+ "devDependencies": {
+ "@vitejs/plugin-react": "^4.3.3",
+ "autoprefixer": "^10.4.20",
+ "postcss": "^8.4.47",
+ "tailwindcss": "^3.4.14",
+ "vite": "^5.4.10"
+ }
+ },
+ "node_modules/@alloc/quick-lru": {
+ "version": "5.2.0",
+ "resolved": "https://registry.npmjs.org/@alloc/quick-lru/-/quick-lru-5.2.0.tgz",
+ "integrity": "sha512-UrcABB+4bUrFABwbluTIBErXwvbsU/V7TZWfmbgJfbkwiBuziS9gxdODUyuiecfdGQ85jglMW6juS3+z5TsKLw==",
+ "dev": true,
+ "license": "MIT",
+ "engines": {
+ "node": ">=10"
+ },
+ "funding": {
+ "url": "https://github.com/sponsors/sindresorhus"
+ }
+ },
+ "node_modules/@babel/code-frame": {
+ "version": "7.27.1",
+ "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.27.1.tgz",
+ "integrity": "sha512-cjQ7ZlQ0Mv3b47hABuTevyTuYN4i+loJKGeV9flcCgIK37cCXRh+L1bd3iBHlynerhQ7BhCkn2BPbQUL+rGqFg==",
+ "dev": true,
+ "license": "MIT",
+ "dependencies": {
+ "@babel/helper-validator-identifier": "^7.27.1",
+ "js-tokens": "^4.0.0",
+ "picocolors": "^1.1.1"
+ },
+ "engines": {
+ "node": ">=6.9.0"
+ }
+ },
+ "node_modules/@babel/compat-data": {
+ "version": "7.28.5",
+ "resolved": "https://registry.npmjs.org/@babel/compat-data/-/compat-data-7.28.5.tgz",
+ "integrity": "sha512-6uFXyCayocRbqhZOB+6XcuZbkMNimwfVGFji8CTZnCzOHVGvDqzvitu1re2AU5LROliz7eQPhB8CpAMvnx9EjA==",
+ "dev": true,
+ "license": "MIT",
+ "engines": {
+ "node": ">=6.9.0"
+ }
+ },
+ "node_modules/@babel/core": {
+ "version": "7.28.5",
+ "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.28.5.tgz",
+ "integrity": "sha512-e7jT4DxYvIDLk1ZHmU/m/mB19rex9sv0c2ftBtjSBv+kVM/902eh0fINUzD7UwLLNR+jU585GxUJ8/EBfAM5fw==",
+ "dev": true,
+ "license": "MIT",
+ "dependencies": {
+ "@babel/code-frame": "^7.27.1",
+ "@babel/generator": "^7.28.5",
+ "@babel/helper-compilation-targets": "^7.27.2",
+ "@babel/helper-module-transforms": "^7.28.3",
+ "@babel/helpers": "^7.28.4",
+ "@babel/parser": "^7.28.5",
+ "@babel/template": "^7.27.2",
+ "@babel/traverse": "^7.28.5",
+ "@babel/types": "^7.28.5",
+ "@jridgewell/remapping": "^2.3.5",
+ "convert-source-map": "^2.0.0",
+ "debug": "^4.1.0",
+ "gensync": "^1.0.0-beta.2",
+ "json5": "^2.2.3",
+ "semver": "^6.3.1"
+ },
+ "engines": {
+ "node": ">=6.9.0"
+ },
+ "funding": {
+ "type": "opencollective",
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+ "license": "ISC",
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+ "license": "ISC"
+ }
+ }
+}
diff --git a/sample_solutions/DocQvision/ui/package.json b/sample_solutions/DocQvision/ui/package.json
new file mode 100644
index 00000000..d95b0544
--- /dev/null
+++ b/sample_solutions/DocQvision/ui/package.json
@@ -0,0 +1,27 @@
+{
+ "name": "DocQvision-ui",
+ "private": true,
+ "version": "1.0.0",
+ "type": "module",
+ "scripts": {
+ "dev": "vite",
+ "build": "vite build",
+ "preview": "vite preview"
+ },
+ "dependencies": {
+ "react": "^18.3.1",
+ "react-dom": "^18.3.1",
+ "react-router-dom": "^6.29.0",
+ "axios": "^1.13.5",
+ "react-pdf": "^9.1.1",
+ "react-dropzone": "^14.2.10",
+ "lucide-react": "^0.454.0"
+ },
+ "devDependencies": {
+ "@vitejs/plugin-react": "^4.3.3",
+ "vite": "^5.4.10",
+ "autoprefixer": "^10.4.20",
+ "postcss": "^8.4.47",
+ "tailwindcss": "^3.4.14"
+ }
+}
diff --git a/sample_solutions/DocQvision/ui/postcss.config.js b/sample_solutions/DocQvision/ui/postcss.config.js
new file mode 100644
index 00000000..2e7af2b7
--- /dev/null
+++ b/sample_solutions/DocQvision/ui/postcss.config.js
@@ -0,0 +1,6 @@
+export default {
+ plugins: {
+ tailwindcss: {},
+ autoprefixer: {},
+ },
+}
diff --git a/sample_solutions/DocQvision/ui/src/App.jsx b/sample_solutions/DocQvision/ui/src/App.jsx
new file mode 100644
index 00000000..d53c819a
--- /dev/null
+++ b/sample_solutions/DocQvision/ui/src/App.jsx
@@ -0,0 +1,23 @@
+import { BrowserRouter as Router, Routes, Route } from 'react-router-dom'
+import Layout from './components/Layout'
+import ConfigurePage from './pages/ConfigurePage'
+import UploadPage from './pages/UploadPage'
+import ResultsPage from './pages/ResultsPage'
+import HistoryPage from './pages/HistoryPage'
+
+function App() {
+ return (
+
+
+
+
+
+
+ )
+}
+
+export default App
diff --git a/sample_solutions/DocQvision/ui/src/components/ChatInterface.jsx b/sample_solutions/DocQvision/ui/src/components/ChatInterface.jsx
new file mode 100644
index 00000000..b6f693b0
--- /dev/null
+++ b/sample_solutions/DocQvision/ui/src/components/ChatInterface.jsx
@@ -0,0 +1,74 @@
+import { useState } from 'react'
+import { Send } from 'lucide-react'
+
+const ChatInterface = ({ onSendMessage, chatHistory, isLoading }) => {
+ const [message, setMessage] = useState('')
+
+ const handleSubmit = (e) => {
+ e.preventDefault()
+ if (message.trim() && !isLoading) {
+ onSendMessage(message)
+ setMessage('')
+ }
+ }
+
+ return (
+
+
+ {chatHistory.length === 0 ? (
+
+
Chat with AI to define extraction fields
+
+
Examples:
+
• "I want to extract invoice data"
+
• "Extract patient name, medication, and dosage from prescriptions"
+
• "Get company name, date, and terms from contracts"
+
+
+ AI will ask follow-up questions to build your extraction template
+
+
+ ) : (
+ chatHistory.map((msg, idx) => (
+
+ ))
+ )}
+
+
+
+
+
+
+ {onClose && (
+
+
+ )}
+
+
+ {getStatusIcon()}
+ {status}
+ {status === 'running' && (
+ ({timeDisplay} elapsed)
+ )}
+
+ {status === 'running' && (
+
+
+
+ Processing on inference server... {progress}%
+
+
+ )}
+
+
+ {getStatusIcon()}
+
+
{status}
+
Job ID: {jobId}
+
+
+
+ {status === 'running' && (
+
+
+
+
+ Processing on inference server... {progress}%
+
+
+ {(() => {
+ const elapsedSeconds = Math.floor((Date.now() - startTime) / 1000)
+ const minutes = Math.floor(elapsedSeconds / 60)
+ const seconds = elapsedSeconds % 60
+ return minutes > 0 ? `${minutes}m ${seconds}s elapsed` : `${seconds}s elapsed`
+ })()}
+
+
+
+ Note: Processing may take 1-3 minutes depending on document complexity
+
+
+ )}
+
+ {result && result.status === 'success' && (
+
+
+
+ Stage Used:
+ {result.stage_used}
+
+
+ Coverage:
+
+ {result.field_coverage_percent
+ ? `${(result.field_coverage_percent * 100).toFixed(1)}%`
+ : 'N/A'}
+
+
+
+ Processing Time:
+
+ {result.processing_time_ms ? `${result.processing_time_ms}ms` : 'N/A'}
+
+
+ {result.model_used && (
+
+ Model:
+ {result.model_used}
+
+ )}
+
+
+ )}
+
+
+
+ {files.length === 0 ? (
+ <>
+
+
+ {multiple ? `Drop your files here or click to browse` : `Drop your file here or click to browse`}
+
+
Supported formats: PDF
+
+ Maximum file size: 10MB{multiple ? ` • Maximum ${maxFiles} files` : ''}
+
+
+ ) : (
+
+
+ {files.length} file{files.length > 1 ? 's' : ''} selected
+ {multiple && ` (max ${maxFiles})`}
+
+
+ )}
+
+
+ {files.length > 0 && (
+
+ {files.map((file, index) => (
+
+
+
+
+
{file.name}
+
+ {(file.size / 1024 / 1024).toFixed(2)} MB
+
+
+
+
{
+ e.stopPropagation()
+ handleRemove(index)
+ }}
+ className="text-gray-400 hover:text-red-500 transition-colors ml-2 flex-shrink-0"
+ >
+
+
+ ))}
+
+ )}
+
+
+
+
+
+
+
+ DocQvision
+
+
+
+
+ {navigation.map((item) => (
+
+
+
+
+
+ {location.pathname === '/' && (
+
+
+ DocQvision uses AI vision models to extract structured data from PDF documents.
+ Configure extraction templates once, then reuse them for processing multiple documents.
+
+
+
+
+
+
+
+
Upload a PDF to preview
+
+
+
+
+
{file.name}
+
+
+
+ {Math.round(scale * 100)}%
+
+
+
+
+ {numPages && (
+
+ Page {pageNumber} of {numPages}
+
+ )}
+
+
+
+ {error ? (
+
+
+
{error}
+
+ The PDF file may be corrupted or incompatible. Please try uploading a different file.
+
+
+ ) : (
+
+
+
+ }
+ >
+
+
+ )}
+
+ setPageNumber((prev) => Math.max(1, prev - 1))}
+ disabled={pageNumber <= 1}
+ className="px-3 py-1 bg-gray-700 hover:bg-gray-600 rounded text-sm disabled:opacity-50 disabled:cursor-not-allowed"
+ >
+ Previous
+
+ setPageNumber((prev) => Math.min(numPages, prev + 1))}
+ disabled={pageNumber >= numPages}
+ className="px-3 py-1 bg-gray-700 hover:bg-gray-600 rounded text-sm disabled:opacity-50 disabled:cursor-not-allowed"
+ >
+ Next
+
+
+ )}
+
+ )
+}
+
+export default PDFPreview
diff --git a/sample_solutions/DocQvision/ui/src/index.css b/sample_solutions/DocQvision/ui/src/index.css
new file mode 100644
index 00000000..1393534e
--- /dev/null
+++ b/sample_solutions/DocQvision/ui/src/index.css
@@ -0,0 +1,77 @@
+@tailwind base;
+@tailwind components;
+@tailwind utilities;
+
+:root {
+ font-family: 'Inter', -apple-system, BlinkMacSystemFont, 'Segoe UI', 'Roboto', 'Oxygen',
+ 'Ubuntu', 'Cantarell', 'Fira Sans', 'Droid Sans', 'Helvetica Neue',
+ sans-serif;
+ line-height: 1.5;
+ font-weight: 400;
+ font-synthesis: none;
+ text-rendering: optimizeLegibility;
+ -webkit-font-smoothing: antialiased;
+ -moz-osx-font-smoothing: grayscale;
+}
+
+* {
+ margin: 0;
+ padding: 0;
+ box-sizing: border-box;
+}
+
+body {
+ margin: 0;
+ min-height: 100vh;
+ background-color: #f9fafb;
+}
+
+#root {
+ min-height: 100vh;
+ display: flex;
+ flex-direction: column;
+}
+
+::-webkit-scrollbar {
+ width: 8px;
+ height: 8px;
+}
+
+::-webkit-scrollbar-track {
+ background: #f1f1f1;
+}
+
+::-webkit-scrollbar-thumb {
+ background: #888;
+ border-radius: 4px;
+}
+
+::-webkit-scrollbar-thumb:hover {
+ background: #555;
+}
+
+@layer components {
+ .card {
+ @apply bg-white rounded-xl p-6 shadow-lg hover:shadow-xl transition-shadow;
+ }
+
+ .btn-primary {
+ @apply bg-primary-600 hover:bg-primary-700 text-white font-medium px-6 py-2.5 rounded-lg transition-colors duration-200 disabled:opacity-50 disabled:cursor-not-allowed;
+ }
+
+ .btn-secondary {
+ @apply bg-gray-100 hover:bg-gray-200 text-gray-700 font-medium px-6 py-2.5 rounded-lg transition-colors duration-200 disabled:opacity-50 disabled:cursor-not-allowed;
+ }
+
+ .file-drop-zone {
+ @apply border-2 border-dashed rounded-lg p-12 text-center transition-colors duration-200;
+ }
+
+ .file-drop-zone-active {
+ @apply border-primary-500 bg-primary-50;
+ }
+
+ .file-drop-zone-inactive {
+ @apply border-gray-300 bg-gray-50;
+ }
+}
diff --git a/sample_solutions/DocQvision/ui/src/main.jsx b/sample_solutions/DocQvision/ui/src/main.jsx
new file mode 100644
index 00000000..54b39dd1
--- /dev/null
+++ b/sample_solutions/DocQvision/ui/src/main.jsx
@@ -0,0 +1,10 @@
+import React from 'react'
+import ReactDOM from 'react-dom/client'
+import App from './App.jsx'
+import './index.css'
+
+ReactDOM.createRoot(document.getElementById('root')).render(
+
+ ,
+)
diff --git a/sample_solutions/DocQvision/ui/src/pages/ConfigurePage.jsx b/sample_solutions/DocQvision/ui/src/pages/ConfigurePage.jsx
new file mode 100644
index 00000000..50ae768d
--- /dev/null
+++ b/sample_solutions/DocQvision/ui/src/pages/ConfigurePage.jsx
@@ -0,0 +1,486 @@
+import { useState, useEffect } from 'react'
+import { Upload, Save, PlayCircle, RefreshCw, X, AlertCircle } from 'lucide-react'
+import PDFPreview from '../components/PDFPreview'
+import ChatInterface from '../components/ChatInterface'
+import ErrorMessage from '../components/ErrorMessage'
+import { configureSchema, saveTemplate, uploadDocument, createTemplate, extractData, getExtractionResult, deleteTemplate } from '../services/api'
+
+const ConfigurePage = () => {
+ const [file, setFile] = useState(null)
+ const [chatHistory, setChatHistory] = useState([])
+ const [schema, setSchema] = useState({})
+ const [isLoading, setIsLoading] = useState(false)
+ const [sessionId, setSessionId] = useState(null)
+ const [testResults, setTestResults] = useState(null)
+ const [testingStatus, setTestingStatus] = useState('')
+ const [error, setError] = useState(null)
+ const [successMessage, setSuccessMessage] = useState(null)
+
+ useEffect(() => {
+ // Load saved session from localStorage
+ const savedSession = localStorage.getItem('configure_session')
+ if (savedSession) {
+ try {
+ const { sessionId: savedSessionId, schema: savedSchema, chatHistory: savedHistory } = JSON.parse(savedSession)
+
+ // If there's a saved session with fields, ask user if they want to continue or start fresh
+ if (savedSchema && Object.keys(savedSchema).length > 0) {
+ const continueSession = window.confirm(
+ `📋 Previous session found with ${Object.keys(savedSchema).length} configured fields.\n\n` +
+ `Do you want to continue where you left off?\n\n` +
+ `Click "OK" to continue, or "Cancel" to start a new template.`
+ )
+
+ if (!continueSession) {
+ localStorage.removeItem('configure_session')
+ const newSessionId = crypto.randomUUID()
+ setSessionId(newSessionId)
+ return
+ }
+ }
+
+ setSessionId(savedSessionId)
+ setSchema(savedSchema || {})
+ setChatHistory(savedHistory || [])
+ } catch (e) {
+ console.error('Failed to load saved session:', e)
+ localStorage.removeItem('configure_session')
+ const newSessionId = crypto.randomUUID()
+ setSessionId(newSessionId)
+ }
+ } else {
+ const newSessionId = crypto.randomUUID()
+ setSessionId(newSessionId)
+ }
+ }, [])
+
+ useEffect(() => {
+ // Save session to localStorage whenever it changes
+ if (sessionId) {
+ localStorage.setItem('configure_session', JSON.stringify({
+ sessionId,
+ schema,
+ chatHistory
+ }))
+ }
+ }, [sessionId, schema, chatHistory])
+
+ const handleFileUpload = (e) => {
+ // Clear previous errors
+ setError(null)
+ setSuccessMessage(null)
+
+ // Prevent changing PDF if session has schema configured
+ if (Object.keys(schema).length > 0 && file) {
+ const confirm = window.confirm(
+ '⚠️ Uploading a new PDF will require starting a new session.\n\n' +
+ 'Your current schema configuration will be cleared.\n\n' +
+ 'Click "New Template" to start fresh, or cancel to keep current session.'
+ )
+ if (!confirm) {
+ e.target.value = '' // Reset file input
+ return
+ }
+ // User confirmed - clear session
+ handleNewTemplate()
+ return
+ }
+
+ const selectedFile = e.target.files[0]
+ if (selectedFile && selectedFile.type === 'application/pdf') {
+ if (selectedFile.size <= 10 * 1024 * 1024) {
+ setFile(selectedFile)
+ } else {
+ setError('File size must be less than 10MB')
+ e.target.value = ''
+ }
+ } else {
+ setError('Please upload a PDF file')
+ e.target.value = ''
+ }
+ }
+
+ const handleSendMessage = async (message) => {
+ // Add user message immediately to chat history
+ const userMessage = { role: 'user', content: message }
+ setChatHistory(prev => [...prev, userMessage])
+
+ setIsLoading(true)
+ try {
+ const response = await configureSchema(message, sessionId)
+ setChatHistory(response.chat_history || [])
+ setSchema(response.schema || {})
+ if (response.session_id && !sessionId) {
+ setSessionId(response.session_id)
+ }
+ } catch (error) {
+ console.error('Error sending message:', error)
+ setError('Failed to process message')
+ // Remove the user message if API call failed
+ setChatHistory(prev => prev.filter(msg => msg !== userMessage))
+ } finally {
+ setIsLoading(false)
+ }
+ }
+
+ const handleNewTemplate = () => {
+ if (Object.keys(schema).length > 0) {
+ const confirm = window.confirm('This will clear your current configuration. Continue?')
+ if (!confirm) return
+ }
+ const newSessionId = crypto.randomUUID()
+ setSessionId(newSessionId)
+ setSchema({})
+ setChatHistory([])
+ setFile(null)
+ setTestResults(null)
+ localStorage.removeItem('configure_session')
+ }
+
+ const handleTestExtraction = async () => {
+ if (!file) {
+ setError('Please upload a document first')
+ return
+ }
+ if (Object.keys(schema).length === 0) {
+ setError('Please configure extraction fields first')
+ return
+ }
+
+ setIsLoading(true)
+ setTestResults(null)
+ let tempTemplateId = null
+
+ try {
+ // 1. Upload the document
+ setTestingStatus('Uploading document...')
+ const uploadResponse = await uploadDocument(file)
+ const documentId = uploadResponse.document_id
+
+ // 2. Create a temporary template
+ setTestingStatus('Creating temporary template...')
+
+ // Convert schema to proper FieldSchema format
+ const convertToFieldSchema = (fieldValue) => {
+ // If it's already a proper object with 'type' field
+ if (typeof fieldValue === 'object' && fieldValue !== null && 'type' in fieldValue) {
+ const result = {
+ type: fieldValue.type,
+ required: fieldValue.required !== undefined ? fieldValue.required : true
+ }
+ // Only add description if it exists and is not empty
+ if (fieldValue.description && fieldValue.description.trim()) {
+ result.description = fieldValue.description
+ }
+ return result
+ }
+ // If it's a simple string type
+ if (typeof fieldValue === 'string') {
+ return { type: fieldValue, required: true }
+ }
+ // Fallback to string
+ return { type: 'string', required: true }
+ }
+
+ const tempTemplate = await createTemplate({
+ name: `Test_${Date.now()}`,
+ doc_type: 'test',
+ schema_json: Object.fromEntries(
+ Object.entries(schema).map(([field, fieldValue]) => [
+ field,
+ convertToFieldSchema(fieldValue)
+ ])
+ )
+ })
+ tempTemplateId = tempTemplate.id
+
+ // 3. Run extraction
+ setTestingStatus('Running extraction...')
+ const extractionJob = await extractData(documentId, tempTemplateId)
+
+ // 4. Poll for results
+ let attempts = 0
+ const maxAttempts = 30
+ while (attempts < maxAttempts) {
+ const progress = Math.round(((attempts + 1) / maxAttempts) * 100)
+ setTestingStatus(`Processing extraction... ${progress}%`)
+ await new Promise(resolve => setTimeout(resolve, 2000))
+ const result = await getExtractionResult(extractionJob.id)
+
+ if (result.status === 'success') {
+ setTestResults(result)
+ break
+ } else if (result.status === 'failed') {
+ setError(`Extraction Failed: ${result.error_message || 'Unknown error'}`)
+ break
+ }
+
+ attempts++
+ }
+
+ if (attempts >= maxAttempts) {
+ setError('Test extraction timed out. Please try again.')
+ }
+
+ } catch (error) {
+ console.error('Error testing extraction:', error)
+ setError(`Failed to test extraction: ${error.message}`)
+ } finally {
+ // Clean up: Delete the temporary template
+ if (tempTemplateId) {
+ try {
+ setTestingStatus('Cleaning up...')
+ await deleteTemplate(tempTemplateId)
+ } catch (err) {
+ console.error('Failed to delete temporary template:', err)
+ }
+ }
+ setTestingStatus('')
+ setIsLoading(false)
+ }
+ }
+
+ const handleSaveTemplate = async () => {
+ if (Object.keys(schema).length === 0) {
+ setError('Please configure extraction fields first')
+ return
+ }
+
+ const templateName = prompt('Enter template name:')
+ if (!templateName || !templateName.trim()) {
+ setError('Template name is required. Please provide a name for your template.')
+ return
+ }
+
+ const templateType = prompt('Enter document type (e.g., invoice, prescription, contract):')
+ if (!templateType || !templateType.trim()) {
+ setError('Document type is required. This helps validate documents during extraction.')
+ return
+ }
+
+ setIsLoading(true)
+ try {
+ // Check for duplicate template names
+ const { getTemplates } = await import('../services/api')
+ const existingTemplates = await getTemplates()
+ const templateList = Array.isArray(existingTemplates) ? existingTemplates : (existingTemplates.templates || [])
+
+ const duplicate = templateList.find(t => t.name.toLowerCase() === templateName.trim().toLowerCase())
+ if (duplicate) {
+ const overwrite = window.confirm(
+ `⚠️ Template "${templateName}" already exists!\n\n` +
+ `Do you want to overwrite it?`
+ )
+ if (!overwrite) {
+ setIsLoading(false)
+ return
+ }
+ }
+
+ await saveTemplate(templateName.trim(), templateType.trim(), schema)
+ setSuccessMessage('Template saved successfully!')
+ localStorage.removeItem('configure_session') // Clear session after successful save
+ } catch (error) {
+ console.error('Error saving template:', error)
+ if (error.response?.data?.detail) {
+ setError(`Failed to save template: ${error.response.data.detail}`)
+ } else {
+ setError('Failed to save template. Please try again.')
+ }
+ } finally {
+ setIsLoading(false)
+ }
+ }
+
+ return (
+
+
+
+
Configure Document Type
+
+ Upload a sample document and chat with AI to define extraction fields
+
+ {Object.keys(schema).length > 0 && (
+
+
+ Active session with {Object.keys(schema).length} configured fields
+
+ )}
+
+
+
+
+
+ {/* Error Messages */}
+
setError(null)} />
+ setSuccessMessage(null)} />
+
+
+
+
+
+
Document Preview
+
+
+
+
Supports PDF up to 10MB
+
+
+
+
+
+
+
+ Configured Fields ({Object.keys(schema).length})
+
+
+
+
+
+
+
Testing Extraction
+
{testingStatus}
+
+
+
+
+
+
Test Extraction Results
+
+ Coverage: {testResults.field_coverage_percent ? (testResults.field_coverage_percent * 100).toFixed(0) : 0}% |
+ Stage: {testResults.stage_used || 'N/A'} |
+ Time: {testResults.processing_time_ms || 0}ms
+
+
+
setTestResults(null)}
+ className="text-gray-400 hover:text-gray-600"
+ title="Clear test results"
+ >
+
+
+
+ {Object.entries(testResults.extracted_data || {}).map(([field, value]) => (
+
+
{field}
+
+ {value !== null && value !== undefined && value !== '' ? (
+ Array.isArray(value) ? (
+
+ {value.map((item, idx) => (
+
+ •
+
+ {typeof item === 'object' && item !== null ? (
+
+ {Object.entries(item).map(([key, val]) => (
+
+
+ {key.replace(/_/g, ' ')}:
+
+
+ {val !== null && val !== undefined ? String(val) : '-'}
+
+
+ ))}
+
+ ) : (
+
{String(item)}
+ )}
+
+ ))}
+
+ ) : (
+
{String(value)}
+ )
+ ) : (
+
+
+ )}
+
+
+ ))}
+
+
+
+
+
+
+
+ {status}
+
+ )
+ }
+
+ const getStageBadge = (stage) => {
+ const colors = {
+ traditional: 'bg-purple-100 text-purple-800',
+ vision: 'bg-indigo-100 text-indigo-800',
+ mock: 'bg-gray-100 text-gray-800'
+ }
+ return stage ? (
+
+ {stage}
+
+ ) : null
+ }
+
+ return (
+
+
+
Extraction History
+
View, manage, and export document extraction results
+
+
+ {/* Filters */}
+
+
+
+
+ Template
+
+ setFilters({ ...filters, template_id: e.target.value })}
+ className="w-full px-3 py-2 border border-gray-300 rounded-md focus:outline-none focus:ring-2 focus:ring-blue-500"
+ >
+ All Templates
+ {templates.map((template) => (
+
+ {template.name}
+
+ ))}
+
+
+
+
+
+ Status
+
+ setFilters({ ...filters, status: e.target.value })}
+ className="w-full px-3 py-2 border border-gray-300 rounded-md focus:outline-none focus:ring-2 focus:ring-blue-500"
+ >
+ All Status
+ Success
+ Failed
+ Running
+ Pending
+
+
+
+
+
+ Results Per Page
+
+ setFilters({ ...filters, limit: parseInt(e.target.value) })}
+ className="w-full px-3 py-2 border border-gray-300 rounded-md focus:outline-none focus:ring-2 focus:ring-blue-500"
+ >
+ 25
+ 50
+ 100
+
+
+
+
+
+ {/* Bulk Actions */}
+ {selectedItems.length > 0 && (
+
+
+ {selectedItems.length} items selected
+
+
+
+
+
+
+
+
+ )}
+
+ {loading ? (
+
+ ) : history.length === 0 ? (
+
+
+
No extraction history found
+
Run your first extraction to see results here
+
+ ) : (
+
+ {/* Table Header */}
+
+
+
+
+ {selectedItems.length === history.length ? (
+
+
+
Document
+
Template
+
Status
+
Coverage
+
Created
+
Actions
+
+
+
+ {/* Table Body */}
+
+ {history.map((item) => (
+
+
+ {/* Checkbox */}
+
+ handleSelectItem(item.id)}
+ className="text-gray-600 hover:text-gray-900"
+ >
+ {selectedItems.includes(item.id) ? (
+
+
+
+ {/* Document */}
+
+
+
+
+
+ {item.document_filename || 'Unknown'}
+
+ {item.document_page_count && (
+
+ {item.document_page_count} pages
+
+ )}
+
+
+
+
+ {/* Template */}
+
+
{item.template_name || 'N/A'}
+ {item.stage_used && (
+
{getStageBadge(item.stage_used)}
+ )}
+
+
+ {/* Status */}
+
+
+ {getStatusIcon(item.status)}
+
+
+
+ {/* Coverage */}
+
+ {item.field_coverage_percent !== null && item.field_coverage_percent !== undefined ? (
+
+
+ {(item.field_coverage_percent * 100).toFixed(0)}%
+
+ {item.processing_time_ms && (
+
+ {item.processing_time_ms}ms
+
+ )}
+
+ ) : (
+
-
+ )}
+
+
+ {/* Created */}
+
+
+ {new Date(item.created_at).toLocaleDateString()}
+
+
+ {new Date(item.created_at).toLocaleTimeString()}
+
+
+
+ {/* Actions */}
+
+
+ {item.status === 'success' && item.extracted_data && (
+ <>
+ handleViewResults(item)}
+ className="p-1.5 text-blue-600 hover:bg-blue-50 rounded transition-colors"
+ title="View Results"
+ >
+
+ handleDownloadJSON(item)}
+ className="p-1.5 text-green-600 hover:bg-green-50 rounded transition-colors"
+ title="Download JSON"
+ >
+
+ handleDownloadCSV(item)}
+ className="p-1.5 text-green-600 hover:bg-green-50 rounded transition-colors"
+ title="Download CSV"
+ >
+
+
+ )}
+ {(item.status === 'success' || item.status === 'failed') && (
+ handleReExtract(item)}
+ className="p-1.5 text-purple-600 hover:bg-purple-50 rounded transition-colors"
+ title="Re-extract"
+ >
+
+ )}
+ handleDelete(item.id)}
+ className="p-1.5 text-red-600 hover:bg-red-50 rounded transition-colors"
+ title="Delete"
+ >
+
+
+
+
+
+ {/* Error message row */}
+ {item.status === 'failed' && item.error_message && (
+
+
+
+
{item.error_message}
+
+
+ )}
+
+ ))}
+
+
+ )}
+
+ {/* View Results Modal */}
+ {showResultsModal && selectedResult && (
+
+
+
+
+
Extraction Results
+
+ {selectedResult.document_filename} • {selectedResult.template_name}
+
+
+ {getStatusBadge(selectedResult.status)}
+ {selectedResult.stage_used && getStageBadge(selectedResult.stage_used)}
+ {selectedResult.field_coverage_percent !== null && (
+
+ Coverage: {(selectedResult.field_coverage_percent * 100).toFixed(0)}%
+
+ )}
+ {selectedResult.processing_time_ms && (
+
+ Time: {selectedResult.processing_time_ms}ms
+
+ )}
+
+
+
setShowResultsModal(false)}
+ className="text-gray-400 hover:text-gray-600"
+ >
+
+
+
+
+ {Object.entries(selectedResult.extracted_data || {}).map(([field, value]) => (
+
+
{field}
+
+ {value !== null && value !== undefined && value !== '' ? (
+ Array.isArray(value) ? (
+
+ {value.map((item, idx) => (
+
+ •
+
+ {typeof item === 'object' && item !== null ? (
+
+ {Object.entries(item).map(([key, val]) => (
+
+
+ {key.replace(/_/g, ' ')}:
+
+
+ {val !== null && val !== undefined ? String(val) : '-'}
+
+
+ ))}
+
+ ) : (
+
{String(item)}
+ )}
+
+ ))}
+
+ ) : (
+
{String(value)}
+ )
+ ) : (
+
+
+ )}
+
+
+ ))}
+
+
+
+
+ )}
+
+
No extraction results available
+
navigate('/upload')} className="btn-primary">
+ Upload Document
+
+
+ {value.map((item, idx) => (
+
+ {JSON.stringify(item, null, 2)}
+
+ ))}
+
{JSON.stringify(value, null, 2)}
+ }
+ return value
+ }
+
+ return (
+
+
+
+
Extraction Complete
+
+ Processed in {processing_time_ms}ms
+
+
+
+
+
+
+ Extracted Data
+
+
+
+
+
+
+ Field Name
+
+
+ Extracted Value
+
+
+
+
+ {Object.entries(extracted_data).map(([field, value]) => (
+
+
+ {field}
+
+
+ {renderValue(value)}
+
+
+ ))}
+
+
+
+
+
+
+
navigate('/upload')}
+ className="btn-secondary flex items-center gap-2"
+ >
+
+
+
+
+
+
+
+
+
+
+
+ Extract Data from Documents
+
+
+ Upload up to 5 documents at once to extract structured data
+
+
+
+ {/* Error Messages */}
+
setError(null)} />
+
+
+
+
+
+
+ Select Document Type:
+
+ {
+ setError(null)
+ setSelectedTemplate(e.target.value)
+ }}
+ className="w-full px-4 py-2 border border-gray-300 rounded-lg focus:outline-none focus:ring-2 focus:ring-primary-500"
+ disabled={isLoading}
+ >
+ {templates.length === 0 ? (
+ No templates available - Create one in Configure tab
+ ) : (
+ templates.map((template) => (
+
+ {template.name}
+
+ ))
+ )}
+
+
+
+
+
+
+
+ Document Requirements:
+
+
+ • PDF only
+ • Maximum file size: 10MB per file
+ • Upload 1-5 documents at once
+
+
+
+
+
+
+ {errorMessage && (
+
+
+
+
+
Extraction Failed
+
+ {errorMessage.split('\n\n').map((section, idx) => {
+ const lines = section.split('\n').filter(line => line.trim())
+ if (lines.length === 0) return null
+
+ const header = lines[0]
+ const items = lines.slice(1)
+
+ return (
+
+
{header}
+ {items.length > 0 && (
+
+ {items.map((item, i) => (
+ {item}
+ ))}
+
+ )}
+
+ )
+ })}
+
+
+
setErrorMessage(null)}
+ className="text-red-400 hover:text-red-600 flex-shrink-0"
+ >
+
+
+
+ )}
+
+ {batchJobs.length > 0 && (
+
+
+
+ Processing Documents ({batchJobs.filter(j => j.status === 'completed').length}/{batchJobs.length} completed)
+
+ {batchJobs.filter(j => j.status === 'completed').length > 1 && (
+
+
+
+
+
+
+ )}
+
+
+ {batchJobs.map((job, index) => (
+
+
+
+ {job.filename}
+
+
+ {job.status === 'completed' && (
+
+ )}
+ {job.status === 'processing' && (
+
+ )}
+ {job.status === 'pending' && (
+
+ )}
+ {job.status === 'failed' && (
+
+ )}
+
+
+
+ {job.status === 'processing' && job.jobId && (
+
+ handleBatchJobComplete(job.jobId, result)}
+ onError={(error) => handleBatchJobError(job.jobId, error)}
+ compact={true}
+ />
+
+ )}
+
+ {job.status === 'failed' && job.error && (
+
+ Error: {job.error}
+
+ )}
+
+ {job.status === 'completed' && job.extractionResult && (
+
+
+
+ Coverage: {job.extractionResult.field_coverage_percent ? (job.extractionResult.field_coverage_percent * 100).toFixed(0) : 'N/A'}% •
+ Stage: {job.extractionResult.stage_used || 'N/A'}
+
+
+ handleViewResults(job)}
+ className="flex items-center gap-1 px-3 py-1.5 text-sm text-blue-600 hover:bg-blue-50 rounded-lg transition-colors"
+ title="View Results"
+ >
+
+ handleDownloadJSON(job)}
+ className="flex items-center gap-1 px-3 py-1.5 text-sm text-gray-600 hover:bg-gray-100 rounded-lg transition-colors"
+ title="Download JSON"
+ >
+
+ handleDownloadCSV(job)}
+ className="flex items-center gap-1 px-3 py-1.5 text-sm text-gray-600 hover:bg-gray-100 rounded-lg transition-colors"
+ title="Download CSV"
+ >
+
+
+
+
+ )}
+
+ ))}
+
+
+ )}
+
+
+
+
+
+
+
Extraction Results
+
+ Coverage: {viewModalResult.field_coverage_percent ? (viewModalResult.field_coverage_percent * 100).toFixed(0) : 'N/A'}% •
+ Stage: {viewModalResult.stage_used || 'N/A'} •
+ Time: {viewModalResult.processing_time_ms || 'N/A'}ms
+
+
+
setViewModalResult(null)}
+ className="text-gray-400 hover:text-gray-600 transition-colors"
+ title="Close"
+ >
+
+
+
+ {viewModalResult.extracted_data && Object.keys(viewModalResult.extracted_data).length > 0 ? (
+
+ {Object.entries(viewModalResult.extracted_data).map(([field, value]) => (
+
+
{field}
+
+ {value !== null && value !== undefined && value !== '' ? (
+ Array.isArray(value) ? (
+
+ {value.map((item, idx) => (
+
+ •
+
+ {typeof item === 'object' && item !== null ? (
+
+ {Object.entries(item).map(([key, val]) => (
+
+
+ {key.replace(/_/g, ' ')}:
+
+
+ {val !== null && val !== undefined ? String(val) : '-'}
+
+
+ ))}
+
+ ) : (
+
{String(item)}
+ )}
+
+ ))}
+
+ ) : (
+
{String(value)}
+ )
+ ) : (
+
+
+ )}
+
+
+ ))}
+
+ ) : (
+
+
No extraction data available
+
+ )}
+
+
+