21a844cb8a
A previous `git pull --rebase origin main` dropped 177 local commits,
losing 3400+ files across admin-v2, backend, studio-v2, website,
klausur-service, and many other services. The partial restore attempt
(660295e2) only recovered some files.
This commit restores all missing files from pre-rebase ref 98933f5e
while preserving post-rebase additions (night-scheduler, night-mode UI,
NightModeWidget dashboard integration).
Restored features include:
- AI Module Sidebar (FAB), OCR Labeling, OCR Compare
- GPU Dashboard, RAG Pipeline, Magic Help
- Klausur-Korrektur (8 files), Abitur-Archiv (5+ files)
- Companion, Zeugnisse-Crawler, Screen Flow
- Full backend, studio-v2, website, klausur-service
- All compliance SDKs, agent-core, voice-service
- CI/CD configs, documentation, scripts
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
127 lines
2.8 KiB
Python
127 lines
2.8 KiB
Python
"""
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AI Processing - Modul für KI-gestützte Arbeitsblatt-Verarbeitung.
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Dieses Modul bietet:
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- Bildanalyse mit Vision APIs (OpenAI/Claude)
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- Handschrift-Entfernung aus Scans
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- Generierung von Übungsmaterialien (MC, Lückentext, Q&A)
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- Leitner-System für Spaced Repetition
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- Druck-Versionen für alle Materialtypen
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- Mindmap-Generierung für Lernposter
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Verwendung:
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from ai_processing import analyze_scan_structure_with_ai, generate_mc_from_analysis
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# Oder alle Funktionen:
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from ai_processing import *
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"""
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# Core utilities
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from .core import (
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BASE_DIR,
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EINGANG_DIR,
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BEREINIGT_DIR,
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get_openai_api_key,
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get_anthropic_api_key,
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encode_image_to_data_url,
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encode_image_to_base64,
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ensure_directories,
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dummy_process_scan,
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get_vision_api,
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)
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# Analysis functions
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from .analysis import (
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describe_scan_with_ai,
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analyze_scan_structure_with_ai,
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)
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# HTML generation
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from .html_generator import (
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build_clean_html_from_analysis,
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)
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# Image processing
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from .image_processor import (
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remove_handwriting_from_scan,
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)
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# Multiple Choice generator
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from .mc_generator import (
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generate_mc_from_analysis,
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)
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# Cloze/Lückentext generator
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from .cloze_generator import (
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generate_cloze_from_analysis,
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)
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# Q&A generator
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from .qa_generator import (
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generate_qa_from_analysis,
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)
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# Leitner system
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from .leitner import (
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update_leitner_progress,
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get_next_review_items,
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)
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# Print version generators
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from .print_generator 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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# Mindmap generator
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from .mindmap 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 backwards 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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# Core
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"BASE_DIR",
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"EINGANG_DIR",
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"BEREINIGT_DIR",
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"get_openai_api_key",
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"get_anthropic_api_key",
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"encode_image_to_data_url",
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"encode_image_to_base64",
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"ensure_directories",
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"dummy_process_scan",
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"get_vision_api",
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# Analysis
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"describe_scan_with_ai",
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"analyze_scan_structure_with_ai",
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# HTML
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"build_clean_html_from_analysis",
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# Image
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"remove_handwriting_from_scan",
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# MC
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"generate_mc_from_analysis",
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# Cloze
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"generate_cloze_from_analysis",
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# Q&A
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"generate_qa_from_analysis",
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# Leitner
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"update_leitner_progress",
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"get_next_review_items",
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# Print
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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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# Mindmap
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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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