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klausur-service: 183 shims deleted, 26 test files + 8 source files updated backend-lehrer: 59 shims deleted, main.py + 8 source files updated All imports now use the new package paths directly. Zero shims remaining in the entire codebase. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
107 lines
2.4 KiB
Python
107 lines
2.4 KiB
Python
"""
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AI Processor Module
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A modular AI-powered worksheet processing system for:
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- Vision-based analysis
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- Content generation (MC, Cloze, Q&A)
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- Print version export
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- Mindmap visualization
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Usage:
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from services.ai_processor import analyze_scan_structure_with_ai, generate_mc_from_analysis
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"""
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# Configuration
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from .config import (
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BASE_DIR,
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EINGANG_DIR,
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BEREINIGT_DIR,
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VISION_API,
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get_openai_api_key,
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get_anthropic_api_key,
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ensure_directories,
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)
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# Utilities
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from .utils import (
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encode_image_to_data_url,
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encode_image_to_base64,
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dummy_process_scan,
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get_media_type,
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)
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# Vision - Scan Analysis
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from .vision import (
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analyze_scan_structure_with_ai,
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describe_scan_with_ai,
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remove_handwriting_from_scan,
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build_clean_html_from_analysis,
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)
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# Generators
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from .generators import (
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generate_mc_from_analysis,
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generate_cloze_from_analysis,
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generate_qa_from_analysis,
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update_leitner_progress,
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get_next_review_items,
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)
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# Export - Print Versions
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from .export import (
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generate_print_version_qa,
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generate_print_version_cloze,
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generate_print_version_mc,
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generate_print_version_worksheet,
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)
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# Visualization - Mindmap
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from .visualization import (
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generate_mindmap_data,
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generate_mindmap_html,
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save_mindmap_for_worksheet,
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)
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# Legacy aliases for backward compatibility
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_get_api_key = get_openai_api_key
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_encode_image_to_data_url = encode_image_to_data_url
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__all__ = [
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# Config
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"BASE_DIR",
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"EINGANG_DIR",
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"BEREINIGT_DIR",
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"VISION_API",
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"get_openai_api_key",
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"get_anthropic_api_key",
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"ensure_directories",
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# Utils
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"encode_image_to_data_url",
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"encode_image_to_base64",
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"dummy_process_scan",
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"get_media_type",
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# Vision
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"analyze_scan_structure_with_ai",
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"describe_scan_with_ai",
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"remove_handwriting_from_scan",
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"build_clean_html_from_analysis",
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# Generators
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"generate_mc_from_analysis",
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"generate_cloze_from_analysis",
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"generate_qa_from_analysis",
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"update_leitner_progress",
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"get_next_review_items",
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# Export
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"generate_print_version_qa",
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"generate_print_version_cloze",
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"generate_print_version_mc",
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"generate_print_version_worksheet",
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# Visualization
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"generate_mindmap_data",
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"generate_mindmap_html",
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"save_mindmap_for_worksheet",
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# Legacy aliases
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"_get_api_key",
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"_encode_image_to_data_url",
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]
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