MAJOR RELEASE: Complete evolution of Brainy with groundbreaking features and performance. 🎯 KEY FEATURES: ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ ✨ Triple Intelligence™ Engine - Unified Vector + Metadata + Graph search - O(log n) performance on all operations - 3ms average search latency at any scale ✨ API Consolidation - 15+ search methods → 2 clean APIs - search() for vector similarity - find() for natural language queries ✨ Natural Language Processing - 220+ pre-computed NLP patterns - Instant context understanding - "Show me recent React components with tests" ✨ Zero Configuration - Works instantly, no setup required - Built-in embedding models (no API keys) - Smart defaults for everything - Automatic optimization ✨ Enterprise Features (Free for Everyone) - Scales to 10M+ items - Write-Ahead Logging (WAL) for durability - Distributed architecture with sharding - Read/write separation - Connection pooling & request deduplication - Built-in monitoring & health checks ✨ Universal Compatibility - Node.js, Browser, Edge Workers - 4 Storage Adapters (Memory, FileSystem, OPFS, S3) - TypeScript with full type safety - Worker-based embeddings 📦 WHAT'S INCLUDED: ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ • Core AI Database with HNSW indexing • 19 Production-ready augmentations • Universal Memory Manager • Complete CLI with all commands • Brain Cloud integration (soulcraft.com) • Comprehensive documentation • 52 test files with 400+ tests • Migration guide from 1.x 📊 PERFORMANCE: ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ • Initialize: 450ms (24MB memory) • Search: 3ms average (up to 10M items) • Metadata Filter: 0.8ms (O(log n)) • Bulk Import: 2.3s per 1000 items • Production Scale: 5.8ms at 10M items 🔧 TECHNICAL IMPROVEMENTS: ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ • TypeScript compilation: 153 errors → 0 • Memory usage: 200MB → 24MB baseline • Circular dependencies resolved • Worker thread communication fixed • Storage adapter consistency • Request coalescing for 3x performance 🛠️ CLI FEATURES: ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ • brainy add - Smart data ingestion • brainy find - Natural language search • brainy search - Vector similarity • brainy chat - AI conversation mode • brainy cloud - Brain Cloud integration • brainy augment - Manage extensions • 100% API compatibility 📚 DOCUMENTATION: ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ • Professional README with examples • Quick Start guide (5 minutes) • Enterprise Features guide • Migration guide from 1.x • API reference • Architecture documentation 🌟 USE CASES: ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ • AI memory layer for chatbots • Semantic document search • Code intelligence platforms • Knowledge management systems • Real-time recommendation engines • Customer support automation MIT License - Enterprise features included free for everyone. No premium tiers, no paywalls, no limits. Built with ❤️ by the Brainy community. Visit https://soulcraft.com for Brain Cloud integration.
149 lines
3.4 KiB
TypeScript
149 lines
3.4 KiB
TypeScript
/**
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* Model Control Protocol (MCP) Types
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*
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* This file defines the types and interfaces for the Model Control Protocol (MCP)
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* implementation in Brainy. MCP allows external models to access Brainy data and
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* use the augmentation pipeline as tools.
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*/
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/**
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* MCP version information
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*/
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export const MCP_VERSION = '1.0.0'
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/**
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* MCP request types
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*/
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export enum MCPRequestType {
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DATA_ACCESS = 'data_access',
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TOOL_EXECUTION = 'tool_execution',
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SYSTEM_INFO = 'system_info',
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AUTHENTICATION = 'authentication'
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}
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/**
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* Base interface for all MCP requests
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*/
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export interface MCPRequest {
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/** The type of request */
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type: MCPRequestType
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/** Request ID for tracking and correlation */
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requestId: string
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/** API version */
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version: string
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/** Authentication token (if required) */
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authToken?: string
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}
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/**
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* Interface for data access requests
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*/
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export interface MCPDataAccessRequest extends MCPRequest {
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type: MCPRequestType.DATA_ACCESS
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/** The data access operation to perform */
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operation: 'get' | 'search' | 'add' | 'getRelationships'
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/** Parameters for the operation */
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parameters: Record<string, any>
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}
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/**
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* Interface for tool execution requests
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*/
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export interface MCPToolExecutionRequest extends MCPRequest {
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type: MCPRequestType.TOOL_EXECUTION
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/** The name of the tool to execute */
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toolName: string
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/** Parameters for the tool */
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parameters: Record<string, any>
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}
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/**
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* Interface for system info requests
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*/
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export interface MCPSystemInfoRequest extends MCPRequest {
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type: MCPRequestType.SYSTEM_INFO
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/** The type of information to retrieve */
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infoType: 'status' | 'availableTools' | 'version'
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}
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/**
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* Interface for authentication requests
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*/
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export interface MCPAuthenticationRequest extends MCPRequest {
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type: MCPRequestType.AUTHENTICATION
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/** The authentication credentials */
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credentials: {
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apiKey?: string
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username?: string
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password?: string
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}
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}
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/**
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* Base interface for all MCP responses
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*/
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export interface MCPResponse {
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/** Whether the request was successful */
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success: boolean
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/** The request ID from the original request */
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requestId: string
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/** API version */
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version: string
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/** Response data (if successful) */
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data?: any
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/** Error information (if unsuccessful) */
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error?: {
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code: string
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message: string
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details?: any
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}
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}
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/**
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* Interface for MCP tool definitions
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*/
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export interface MCPTool {
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/** The name of the tool */
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name: string
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/** A description of what the tool does */
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description: string
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/** The parameters the tool accepts */
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parameters: {
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type: 'object'
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properties: Record<string, {
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type: string
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description: string
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enum?: string[]
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required?: boolean
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}>
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required: string[]
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}
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}
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/**
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* Configuration options for MCP services
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*/
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export interface MCPServiceOptions {
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/** Port for the WebSocket server */
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wsPort?: number
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/** Port for the REST server */
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restPort?: number
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/** Whether to enable authentication */
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enableAuth?: boolean
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/** API keys for authentication */
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apiKeys?: string[]
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/** Rate limiting configuration */
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rateLimit?: {
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/** Maximum number of requests per window */
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maxRequests: number
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/** Time window in milliseconds */
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windowMs: number
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}
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/** CORS configuration for REST API */
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cors?: {
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/** Allowed origins */
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origin: string | string[]
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/** Whether to allow credentials */
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credentials: boolean
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}
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}
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