@boundless-oss/atlas/dist/modules/local-ai/index.d.ts

Atlas - MCP Server for comprehensive startup project management

/**
 * Local AI Module - 12-Factor MCP Implementation
 *
 * This module provides AI-powered code analysis, semantic search, and embeddings
 * using local processing with SQLite storage for persistence.
 *
 * Key Features:
 * - Semantic code search using local embeddings
 * - Code similarity detection
 * - Dependency analysis
 * - Code change tracking
 * - Pattern recognition
 *
 * 12-Factor Compliance:
 * ✅ Factor 1: Separation of Concerns - Pure function-based tools
 * ✅ Factor 2: Deterministic Execution - Consistent outputs
 * ✅ Factor 3: Stateless Processes - No module-level state
 * ✅ Factor 4: Structured Outputs - JSON Schema validation
 * ✅ Factor 5: Contextual Memory - SQLite persistence
 * ✅ Factor 6: Configuration as Code - Environment-driven config
 * ✅ Factor 7: Contact Humans - Approval for destructive operations
 * ✅ Factor 8: Capabilities-based Authorization - Security layer
 * ✅ Factor 9: Error Self-Healing - Structured error handling
 * ✅ Factor 10: Performance Observability - Metrics and monitoring
 * ✅ Factor 11: Request Context - Full tracing support
 * ✅ Factor 12: Production Infrastructure - Deployment ready
 */
import { setupLocalAITools } from './tools.js';
export { setupLocalAITools };
export declare const LOCAL_AI_MODULE: {
    readonly name: "local-ai";
    readonly version: "2.0.0";
    readonly description: "AI-powered code analysis and semantic search with local processing";
    readonly factors: {
        readonly separationOfConcerns: true;
        readonly deterministicExecution: true;
        readonly statelessProcesses: true;
        readonly structuredOutputs: true;
        readonly contextualMemory: true;
        readonly configurationAsCode: true;
        readonly contactHumans: true;
        readonly capabilitiesAuth: true;
        readonly errorSelfHealing: true;
        readonly performanceObservability: true;
        readonly requestContext: true;
        readonly productionInfrastructure: true;
    };
    readonly migration: {
        readonly from: "file-based";
        readonly to: "sqlite";
        readonly status: "migrated";
        readonly version: "2.0.0";
    };
    readonly dependencies: {
        readonly storage: readonly ["ai_embeddings", "ai_indexing_sessions", "ai_search_sessions", "ai_code_changes", "ai_dependency_analyses"];
        readonly core: readonly ["tool-framework", "validation", "sqlite-manager"];
        readonly optional: readonly [];
    };
};
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