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Universal AI Development Platform with working MCP integration, multi-provider support, voice (TTS/STT/realtime), and professional CLI. 58+ external MCP servers discoverable, multimodal file processing, RAG pipelines. Build, test, and deploy AI applicatio
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JavaScript
/**
* Task Classification Configuration
* Contains patterns, keywords, and scoring weights for task classification
*/
/**
* Regular expression patterns that indicate fast response tasks
*/
export const FAST_PATTERNS = [
// Greetings and social
/^(hi|hello|hey|good morning|good afternoon|good evening)/i,
/^(thanks?|thank you|thx)/i,
/^(yes|no|ok|okay|sure|fine)/i,
// Simple questions
/^what is\s+\w+\??$/i,
/^how are you/i,
/^tell me about\s+\w+$/i,
// Simple requests
/^(list|show|display)\s+/i,
/^give me\s+/i,
/^can you\s+(help|assist)/i,
// Simple definitions
/^define\s+/i,
/^meaning of\s+/i,
/^what does\s+\w+\s+mean/i,
// Quick facts
/^when (is|was|did)/i,
/^where (is|was)/i,
/^who (is|was)/i,
// Simple translations
/^translate\s+["'].*["']\s+to\s+\w+/i,
/^how do you say\s+/i,
];
/**
* Regular expression patterns that indicate reasoning tasks
*/
export const REASONING_PATTERNS = [
// Analysis and comparison
/\b(analyz|compar|evaluat|assess|examin)\w*/i,
/\b(pros and cons|advantages and disadvantages)/i,
/\b(better|worse|best|worst)\b.*\b(than|versus|vs)\b/i,
// Problem solving
/\b(solve|solution|problem|issue|challenge)\b/i,
/\b(how to|step by step|strategy|approach)\b/i,
/\b(optimize|improve|enhance|maximize|minimize)\b/i,
// Planning and design
/\b(plan|design|architect|structure|framework)\b/i,
/\b(implement|develop|build|create|construct)\b/i,
/\b(roadmap|timeline|schedule|phases)\b/i,
// Complex questions
/\b(why|explain|reason|cause|effect|impact)\b/i,
/\b(implications|consequences|considerations)\b/i,
/\b(should I|would you recommend|what if)\b/i,
// Research and investigation
/\b(research|investigate|explore|discover)\b/i,
/\b(evidence|proof|validate|verify)\b/i,
/\b(trends|patterns|insights|conclusions)\b/i,
// Business and strategy
/\b(business|strategy|market|competitive|financial)\b/i,
/\b(ROI|revenue|profit|investment|budget)\b/i,
/\b(stakeholder|customer|user experience|UX)\b/i,
// Technical complexity
/\b(algorithm|architecture|system|infrastructure)\b/i,
/\b(performance|scalability|security|reliability)\b/i,
/\b(integration|API|database|server)\b/i,
];
/**
* Keywords that indicate fast tasks regardless of context
*/
export const FAST_KEYWORDS = [
"quick",
"simple",
"brief",
"short",
"summary",
"overview",
"definition",
"meaning",
"list",
"show",
"display",
"name",
"tell",
"what",
"when",
"where",
"who",
"how many",
"count",
];
/**
* Keywords that indicate reasoning tasks regardless of context
*/
export const REASONING_KEYWORDS = [
"complex",
"detailed",
"comprehensive",
"thorough",
"in-depth",
"analyze",
"compare",
"evaluate",
"assess",
"research",
"investigate",
"strategy",
"plan",
"design",
"solve",
"optimize",
"recommend",
"explain",
"why",
"justify",
"pros",
"cons",
"trade-offs",
];
/**
* Scoring weights for different classification factors
*/
export const SCORING_WEIGHTS = {
SHORT_PROMPT_BONUS: 2,
LONG_PROMPT_BONUS: 1,
PATTERN_MATCH_SCORE: 3,
KEYWORD_MATCH_SCORE: 1,
MULTIPLE_QUESTIONS_BONUS: 1,
MULTI_SENTENCE_BONUS: 1,
TECHNICAL_DOMAIN_BONUS: 1,
SIMPLE_DEFINITION_BONUS: 2,
};
/**
* Classification thresholds and constraints
*/
export const CLASSIFICATION_THRESHOLDS = {
SHORT_PROMPT_LENGTH: 50,
LONG_PROMPT_LENGTH: 200,
SIMPLE_DEFINITION_LENGTH: 100,
MIN_CONFIDENCE: 0.6,
MAX_CONFIDENCE: 0.95,
DEFAULT_CONFIDENCE: 0.5,
};
/**
* Domain-specific patterns for enhanced classification
*/
export const DOMAIN_PATTERNS = {
TECHNICAL: /\b(code|programming|development|software)\b/i,
SIMPLE_DEFINITION: /\b(definition|meaning|what is)\b/i,
};
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