# LLM Agent Service Configuration
# OrbiQuant IA Trading Platform

# Service Configuration
SERVICE_NAME=llm-agent
ENVIRONMENT=development
DEBUG=true

# API Configuration
API_HOST=0.0.0.0
API_PORT=8003

# LLM Provider Configuration
# Options: ollama (local GPU), claude (cloud), openai (cloud)
LLM_PROVIDER=ollama

# Ollama Configuration (for local GPU inference)
OLLAMA_BASE_URL=http://localhost:11434
LLM_MODEL=llama3:8b
# Available models: llama3:8b, llama3:70b, mistral:7b, mixtral:8x7b

# Anthropic/Claude Configuration (optional fallback)
# ANTHROPIC_API_KEY=your_anthropic_api_key_here
CLAUDE_MODEL=claude-3-5-sonnet-20241022

# LLM Generation Settings
MAX_TOKENS=2048
TEMPERATURE=0.7

# Service URLs
BACKEND_URL=http://localhost:8000
DATA_SERVICE_URL=http://localhost:8001
ML_ENGINE_URL=http://localhost:8002

# Database Configuration
DATABASE_URL=postgresql://orbiquant:your_password@localhost:5432/orbiquant_trading
DATABASE_POOL_SIZE=10
DATABASE_MAX_OVERFLOW=20

# Redis Configuration
REDIS_URL=redis://localhost:6379/0
REDIS_CACHE_TTL=3600

# Vector DB Configuration (ChromaDB)
CHROMA_PERSIST_DIRECTORY=./chroma_db
CHROMA_COLLECTION_NAME=trading_knowledge

# Logging Configuration
LOG_LEVEL=INFO
LOG_FORMAT=json

# RAG Configuration
ENABLE_RAG=true
EMBEDDING_MODEL=text-embedding-3-small
MAX_CONTEXT_DOCUMENTS=5