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breakpilot-pwa/backend/ai_processing/core.py
Benjamin Admin bfdaf63ba9 fix: Restore all files lost during destructive rebase
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>
2026-02-09 09:51:32 +01:00

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"""
AI Processing - Core Utilities.
Basis-Funktionen für API-Zugriff, Encoding und Verzeichnisse.
"""
from pathlib import Path
import shutil
import os
import base64
import logging
logger = logging.getLogger(__name__)
# Verzeichnisse
BASE_DIR = Path.home() / "Arbeitsblaetter"
EINGANG_DIR = BASE_DIR / "Eingang"
BEREINIGT_DIR = BASE_DIR / "Bereinigt"
# Vision API Konfiguration
VISION_API = os.getenv("VISION_API", "claude").lower()
def get_openai_api_key() -> str:
"""Holt den OpenAI API Key aus der Umgebungsvariable."""
api_key = os.getenv("OPENAI_API_KEY")
if not api_key:
raise RuntimeError("OPENAI_API_KEY ist nicht gesetzt. Bitte API-Schlüssel als Umgebungsvariable setzen.")
return api_key
def get_anthropic_api_key() -> str:
"""Holt den Anthropic API Key aus der Umgebungsvariable."""
api_key = os.getenv("ANTHROPIC_API_KEY")
if not api_key:
raise RuntimeError("ANTHROPIC_API_KEY ist nicht gesetzt.")
return api_key
def encode_image_to_data_url(input_path: Path) -> str:
"""Kodiert ein Bild als Data-URL für Vision APIs."""
image_bytes = input_path.read_bytes()
image_b64 = base64.b64encode(image_bytes).decode("utf-8")
return f"data:image/jpeg;base64,{image_b64}"
def encode_image_to_base64(input_path: Path) -> str:
"""Kodiert ein Bild als Base64-String."""
image_bytes = input_path.read_bytes()
return base64.b64encode(image_bytes).decode("utf-8")
def ensure_directories():
"""Stellt sicher, dass alle benötigten Verzeichnisse existieren."""
EINGANG_DIR.mkdir(parents=True, exist_ok=True)
BEREINIGT_DIR.mkdir(parents=True, exist_ok=True)
def dummy_process_scan(input_path: Path) -> Path:
"""Einfache Kopie in den Ordner Bereinigt bleibt als Fallback erhalten."""
if not input_path.exists():
raise FileNotFoundError(f"Eingabedatei nicht gefunden: {input_path}")
new_name = input_path.stem + "_bereinigt" + input_path.suffix
target = BEREINIGT_DIR / new_name
shutil.copy2(input_path, target)
return target
def get_vision_api() -> str:
"""Gibt die konfigurierte Vision API zurück."""
return VISION_API