.env.example

# .env file for Cascade of Semantically Integrated Layers (CSIL)

# Debug Mode
DEBUG_MODE=true

# Use external knowledge base
USE_EXTERNAL_KNOWLEDGE=true

# Semantic Processing Thresholds
MIN_KEYWORDS=2
MAX_KEYWORDS=20
KEYWORD_WEIGHT_THRESHOLD=0.1
SIMILARITY_THRESHOLD=0.1

# Thresholds for each processing layer in CSIL
INITIAL_UNDERSTANDING_THRESHOLD=0.7
RELATIONSHIP_ANALYSIS_THRESHOLD=0.7
CONTEXTUAL_INTEGRATION_THRESHOLD=0.9
SYNTHESIS_THRESHOLD=0.8

# Adaptive Processing Configuration
ADAPTIVE_THRESHOLDS=true
MIN_THRESHOLD=0.1
MAX_THRESHOLD=0.9
THRESHOLD_STEP=0.05

# Knowledge Graph Update Settings
KG_UPDATE_FREQUENCY=1  # Set frequency of knowledge graph updates

# LLM Configuration
LLM_URL=http://0.0.0.0:11434/v1/chat/completions  # API endpoint for LLM service
LLM_MODEL=hf.co/arcee-ai/SuperNova-Medius-GGUF:f16  # Language model path
LLM_CONTEXT_WINDOW=8192  # Maximum tokens allowed in the context window
LLM_TEMPERATURE=0.6  # Temperature setting for response variability
LLM_MAX_TOKENS=4096  # Max tokens in the generated response
LLM_STREAM=true  # Enable streaming responses
LLM_TOP_P=0.9  # Nucleus sampling probability threshold
LLM_FREQUENCY_PENALTY=0.0  # Penalty for frequent tokens
LLM_PRESENCE_PENALTY=0.0  # Penalty for repeating content
LLM_REPEAT_PENALTY=1.1  # Additional penalty for repetition
LLM_SEED=  # Seed for reproducibility (optional)