kb-mcp-server

""" Command-line entry point for the txtai MCP server with causal boost support. This module enables running the server directly with all causal boost features: 1. Language Support: - Automatic detection of English, Spanish, and French queries - Language-specific causal patterns and keywords - Configurable fallback behavior 2. Causal Boost Features: - Dynamic relevance scoring: * 1.3x boost for explicit causal queries * 1.2x boost for multiple causal terms * 1.1x boost for general queries * 0.7x penalty for negated causality - Domain-specific terminology support - Negation pattern detection 3. Configuration: - YAML configuration files for patterns - Environment variables (TXTAI_CAUSAL_CONFIG) - Command-line arguments for quick setup Usage: python -m txtai_mcp_server \ --enable-causal-boost \ --causal-config /path/to/config.yaml Note: This module uses the server.run() function directly to avoid redundant imports through __init__.py, while maintaining all causal boost functionality. """ from .server import run if __name__ == "__main__": run()