5a31f52310
Services: Admin-Lehrer, Backend-Lehrer, Studio v2, Website, Klausur-Service, School-Service, Voice-Service, Geo-Service, BreakPilot Drive, Agent-Core Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
107 lines
2.4 KiB
Python
107 lines
2.4 KiB
Python
"""
|
|
AI Processor Module
|
|
|
|
A modular AI-powered worksheet processing system for:
|
|
- Vision-based analysis
|
|
- Content generation (MC, Cloze, Q&A)
|
|
- Print version export
|
|
- Mindmap visualization
|
|
|
|
Usage:
|
|
from ai_processor import analyze_scan_structure_with_ai, generate_mc_from_analysis
|
|
"""
|
|
|
|
# Configuration
|
|
from .config import (
|
|
BASE_DIR,
|
|
EINGANG_DIR,
|
|
BEREINIGT_DIR,
|
|
VISION_API,
|
|
get_openai_api_key,
|
|
get_anthropic_api_key,
|
|
ensure_directories,
|
|
)
|
|
|
|
# Utilities
|
|
from .utils import (
|
|
encode_image_to_data_url,
|
|
encode_image_to_base64,
|
|
dummy_process_scan,
|
|
get_media_type,
|
|
)
|
|
|
|
# Vision - Scan Analysis
|
|
from .vision import (
|
|
analyze_scan_structure_with_ai,
|
|
describe_scan_with_ai,
|
|
remove_handwriting_from_scan,
|
|
build_clean_html_from_analysis,
|
|
)
|
|
|
|
# Generators
|
|
from .generators import (
|
|
generate_mc_from_analysis,
|
|
generate_cloze_from_analysis,
|
|
generate_qa_from_analysis,
|
|
update_leitner_progress,
|
|
get_next_review_items,
|
|
)
|
|
|
|
# Export - Print Versions
|
|
from .export import (
|
|
generate_print_version_qa,
|
|
generate_print_version_cloze,
|
|
generate_print_version_mc,
|
|
generate_print_version_worksheet,
|
|
)
|
|
|
|
# Visualization - Mindmap
|
|
from .visualization import (
|
|
generate_mindmap_data,
|
|
generate_mindmap_html,
|
|
save_mindmap_for_worksheet,
|
|
)
|
|
|
|
# Legacy aliases for backward compatibility
|
|
_get_api_key = get_openai_api_key
|
|
_encode_image_to_data_url = encode_image_to_data_url
|
|
|
|
__all__ = [
|
|
# Config
|
|
"BASE_DIR",
|
|
"EINGANG_DIR",
|
|
"BEREINIGT_DIR",
|
|
"VISION_API",
|
|
"get_openai_api_key",
|
|
"get_anthropic_api_key",
|
|
"ensure_directories",
|
|
# Utils
|
|
"encode_image_to_data_url",
|
|
"encode_image_to_base64",
|
|
"dummy_process_scan",
|
|
"get_media_type",
|
|
# Vision
|
|
"analyze_scan_structure_with_ai",
|
|
"describe_scan_with_ai",
|
|
"remove_handwriting_from_scan",
|
|
"build_clean_html_from_analysis",
|
|
# Generators
|
|
"generate_mc_from_analysis",
|
|
"generate_cloze_from_analysis",
|
|
"generate_qa_from_analysis",
|
|
"update_leitner_progress",
|
|
"get_next_review_items",
|
|
# Export
|
|
"generate_print_version_qa",
|
|
"generate_print_version_cloze",
|
|
"generate_print_version_mc",
|
|
"generate_print_version_worksheet",
|
|
# Visualization
|
|
"generate_mindmap_data",
|
|
"generate_mindmap_html",
|
|
"save_mindmap_for_worksheet",
|
|
# Legacy aliases
|
|
"_get_api_key",
|
|
"_encode_image_to_data_url",
|
|
]
|