# ===========================================
# ForensicPathways Environment Configuration
# ===========================================

# === Authentication Configuration ===
AUTHENTICATION_NECESSARY=false
AUTHENTICATION_NECESSARY_CONTRIBUTIONS=false
AUTHENTICATION_NECESSARY_AI=false
AUTH_SECRET=your-secret-key-change-in-production

# OIDC Configuration (if authentication enabled)
OIDC_ENDPOINT=https://your-oidc-provider.com
OIDC_CLIENT_ID=your-client-id
OIDC_CLIENT_SECRET=your-client-secret

# === AI Configuration ===

# Selector AI (for selection stage, choode a good model) 
AI_SELECTOR_ENDPOINT=https://llm.mikoshi.de
AI_SELECTOR_API_KEY=sk-DzREDACTEDHA
AI_SELECTOR_MODEL=mistral/mistral-medium-latest

# Analyzer AI (for analysis stage, choose a smaller model)
AI_ANALYZER_ENDPOINT=https://llm.mikoshi.de
AI_ANALYZER_API_KEY=sk-DzREDACTEDnHA
AI_ANALYZER_MODEL=mistral/mistral-small-latest

# === Embeddings Configuration ===
# Enable/disable semantic embeddings pre-selection
AI_EMBEDDINGS_ENABLED=true

# Embeddings API (Mistral recommended)
AI_EMBEDDINGS_ENDPOINT=https://api.mistral.ai/v1/embeddings
AI_EMBEDDINGS_API_KEY=ZSpREDACTED3wL
AI_EMBEDDINGS_MODEL=mistral-embed

# Embeddings performance settings
AI_EMBEDDINGS_BATCH_SIZE=20
AI_EMBEDDINGS_BATCH_DELAY_MS=1000
AI_EMBEDDING_CANDIDATES=30
AI_SIMILARITY_THRESHOLD=0.3

# Delay between micro-tasks to respect rate limits (milliseconds)
AI_MICRO_TASK_DELAY_MS=500

# Micro-task specific rate limiting (requests per minute per user)
AI_MICRO_TASK_RATE_LIMIT=30

# Maximum parallel micro-tasks (for future parallel processing)
AI_MAX_PARALLEL_TASKS=3

# Micro-task timeout settings (milliseconds)
AI_MICRO_TASK_TIMEOUT_MS=15000

# ENHANCED: Rate Limiting Configuration
# Main query rate limiting (reduced due to micro-tasks)
AI_RATE_LIMIT_DELAY_MS=3000
AI_RATE_LIMIT_MAX_REQUESTS=8

# Smart prompting rate limiting 
AI_SMART_PROMPTING_RATE_LIMIT=5
AI_SMART_PROMPTING_WINDOW_MS=60000

# Queue management settings
AI_QUEUE_MAX_SIZE=50
AI_QUEUE_CLEANUP_INTERVAL_MS=300000

# === Performance & Monitoring ===
# Enable detailed micro-task logging
AI_MICRO_TASK_DEBUG=false

# Enable performance metrics collection
AI_PERFORMANCE_METRICS=true

# Cache settings for AI responses
AI_RESPONSE_CACHE_TTL_MS=3600000

# === Application Configuration ===
PUBLIC_BASE_URL=http://localhost:4321
NODE_ENV=development

# Nextcloud Integration (Optional)
NEXTCLOUD_ENDPOINT=https://your-nextcloud.com
NEXTCLOUD_USERNAME=your-username
NEXTCLOUD_PASSWORD=your-password
NEXTCLOUD_UPLOAD_PATH=/kb-media
NEXTCLOUD_PUBLIC_URL=https://your-nextcloud.com/s/