feat(sdk): Add advanced orchestration of model and providers BZ-43839

src/lib/config/taskClassificationConfig.ts

@@ -0,0 +1,166 @@
+/**
+ * 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,
+} as const;
+
+/**
+ * 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,
+} as const;
+
+/**
+ * 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,
+} as const;