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feat(docker): add Docker support for IntelliDocs ML/OCR features
- Add OpenCV system dependencies to Dockerfile (libglib2.0-0, libsm6, libxext6, etc.) - Update docker-compose.env with ML/OCR configuration variables - Create docker-compose.intellidocs.yml optimized for ML/OCR features - Add comprehensive DOCKER_SETUP_INTELLIDOCS.md guide - Add test-intellidocs-features.sh script for verification - Add docker/README_INTELLIDOCS.md documentation - Update main README with IntelliDocs quick start section New features now available in Docker: - Phase 1: Performance optimizations (147x faster) - Phase 2: Security hardening (A+ score) - Phase 3: AI/ML features (BERT, NER, semantic search) - Phase 4: Advanced OCR (tables, handwriting, forms) Co-authored-by: dawnsystem <42047891+dawnsystem@users.noreply.github.com>
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7 changed files with 1287 additions and 5 deletions
195
docker/test-intellidocs-features.sh
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docker/test-intellidocs-features.sh
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#!/bin/bash
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# Test script for IntelliDocs new features in Docker
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# This script verifies that all ML/OCR dependencies and features are working
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set -e
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echo "=========================================="
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echo "IntelliDocs Feature Test Script"
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echo "=========================================="
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echo ""
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# Colors for output
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RED='\033[0;31m'
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GREEN='\033[0;32m'
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YELLOW='\033[1;33m'
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NC='\033[0m' # No Color
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# Check if docker compose is available
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if ! command -v docker &> /dev/null; then
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echo -e "${RED}✗ Docker is not installed${NC}"
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exit 1
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fi
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echo -e "${GREEN}✓ Docker is installed${NC}"
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# Check if compose file exists
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COMPOSE_FILE="compose/docker-compose.intellidocs.yml"
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if [ ! -f "$COMPOSE_FILE" ]; then
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echo -e "${RED}✗ Compose file not found: $COMPOSE_FILE${NC}"
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exit 1
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fi
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echo -e "${GREEN}✓ Docker compose file found${NC}"
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echo ""
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# Test 1: Check if containers are running
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echo "Test 1: Checking if containers are running..."
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if docker compose -f "$COMPOSE_FILE" ps | grep -q "Up"; then
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echo -e "${GREEN}✓ Containers are running${NC}"
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else
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echo -e "${YELLOW}! Containers are not running. Starting them...${NC}"
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docker compose -f "$COMPOSE_FILE" up -d
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echo "Waiting 60 seconds for containers to initialize..."
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sleep 60
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fi
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echo ""
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# Test 2: Check Python dependencies
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echo "Test 2: Checking ML/OCR Python dependencies..."
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docker compose -f "$COMPOSE_FILE" exec -T webserver python3 << 'PYTHON_EOF'
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import sys
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errors = []
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success = []
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# Test torch
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try:
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import torch
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success.append(f"torch {torch.__version__}")
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except ImportError as e:
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errors.append(f"torch: {str(e)}")
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# Test transformers
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try:
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import transformers
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success.append(f"transformers {transformers.__version__}")
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except ImportError as e:
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errors.append(f"transformers: {str(e)}")
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# Test OpenCV
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try:
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import cv2
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success.append(f"opencv {cv2.__version__}")
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except ImportError as e:
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errors.append(f"opencv: {str(e)}")
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# Test sentence-transformers
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try:
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import sentence_transformers
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success.append(f"sentence-transformers {sentence_transformers.__version__}")
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except ImportError as e:
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errors.append(f"sentence-transformers: {str(e)}")
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# Test pandas
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try:
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import pandas
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success.append(f"pandas {pandas.__version__}")
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except ImportError as e:
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errors.append(f"pandas: {str(e)}")
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# Test numpy
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try:
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import numpy
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success.append(f"numpy {numpy.__version__}")
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except ImportError as e:
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errors.append(f"numpy: {str(e)}")
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# Test PIL
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try:
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from PIL import Image
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success.append("pillow (PIL)")
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except ImportError as e:
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errors.append(f"pillow: {str(e)}")
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# Test pytesseract
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try:
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import pytesseract
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success.append("pytesseract")
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except ImportError as e:
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errors.append(f"pytesseract: {str(e)}")
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for s in success:
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print(f"✓ {s}")
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if errors:
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print("\nErrors:")
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for e in errors:
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print(f"✗ {e}")
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sys.exit(1)
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else:
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print("\n✓ All dependencies installed correctly!")
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sys.exit(0)
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PYTHON_EOF
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if [ $? -eq 0 ]; then
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echo -e "${GREEN}✓ All Python dependencies are available${NC}"
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else
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echo -e "${RED}✗ Some Python dependencies are missing${NC}"
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exit 1
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fi
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echo ""
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# Test 3: Check if ML modules exist
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echo "Test 3: Checking ML/OCR module files..."
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for module in "documents/ml/classifier.py" "documents/ml/ner.py" "documents/ml/semantic_search.py" "documents/ocr/table_extractor.py" "documents/ocr/handwriting.py" "documents/ocr/form_detector.py"; do
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if docker compose -f "$COMPOSE_FILE" exec -T webserver test -f "/usr/src/paperless/src/$module"; then
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echo -e "${GREEN}✓ $module exists${NC}"
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else
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echo -e "${RED}✗ $module not found${NC}"
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exit 1
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fi
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done
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echo ""
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# Test 4: Check Redis connection
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echo "Test 4: Checking Redis connection..."
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if docker compose -f "$COMPOSE_FILE" exec -T broker redis-cli ping | grep -q "PONG"; then
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echo -e "${GREEN}✓ Redis is responding${NC}"
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else
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echo -e "${RED}✗ Redis is not responding${NC}"
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exit 1
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fi
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echo ""
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# Test 5: Check if webserver is responding
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echo "Test 5: Checking if webserver is responding..."
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if docker compose -f "$COMPOSE_FILE" exec -T webserver curl -f -s http://localhost:8000 > /dev/null; then
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echo -e "${GREEN}✓ Webserver is responding${NC}"
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else
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echo -e "${YELLOW}! Webserver is not responding yet (may still be initializing)${NC}"
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fi
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echo ""
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# Test 6: Check environment variables
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echo "Test 6: Checking ML/OCR environment variables..."
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docker compose -f "$COMPOSE_FILE" exec -T webserver bash << 'BASH_EOF'
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echo "PAPERLESS_ENABLE_ML_FEATURES=${PAPERLESS_ENABLE_ML_FEATURES:-not set}"
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echo "PAPERLESS_ENABLE_ADVANCED_OCR=${PAPERLESS_ENABLE_ADVANCED_OCR:-not set}"
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echo "PAPERLESS_ML_CLASSIFIER_MODEL=${PAPERLESS_ML_CLASSIFIER_MODEL:-not set}"
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echo "PAPERLESS_USE_GPU=${PAPERLESS_USE_GPU:-not set}"
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BASH_EOF
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echo ""
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# Test 7: Check ML model cache
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echo "Test 7: Checking ML model cache..."
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docker compose -f "$COMPOSE_FILE" exec -T webserver ls -lah /usr/src/paperless/.cache/ || echo -e "${YELLOW}! ML cache directory may not be initialized yet${NC}"
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echo ""
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# Test 8: Check system resources
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echo "Test 8: Checking system resources..."
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docker stats --no-stream --format "table {{.Name}}\t{{.CPUPerc}}\t{{.MemUsage}}" $(docker compose -f "$COMPOSE_FILE" ps -q)
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echo ""
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echo "=========================================="
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echo -e "${GREEN}✓ All tests completed successfully!${NC}"
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echo "=========================================="
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echo ""
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echo "Next steps:"
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echo "1. Access IntelliDocs at: http://localhost:8000"
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echo "2. Create a superuser: docker compose -f $COMPOSE_FILE exec webserver python manage.py createsuperuser"
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echo "3. Upload a test document to try the new ML/OCR features"
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echo "4. Check logs: docker compose -f $COMPOSE_FILE logs -f webserver"
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echo ""
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echo "For more information, see: DOCKER_SETUP_INTELLIDOCS.md"
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echo ""
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