feat(#27): implement intent classification service
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Implement intent classification for natural language queries in the brain module. Features: - Hybrid classification approach: rule-based (fast, <100ms) with optional LLM fallback - 10 intent types: query_tasks, query_events, query_projects, create_task, create_event, update_task, update_event, briefing, search, unknown - Entity extraction: dates, times, priorities, statuses, people - Pattern-based matching with priority system (higher priority = checked first) - Optional LLM classification for ambiguous queries - POST /api/brain/classify endpoint Implementation: - IntentClassificationService with classify(), classifyWithRules(), classifyWithLlm(), extractEntities() - Comprehensive regex patterns for common query types - Entity extraction for dates, times, priorities, statuses, mentions - Type-safe interfaces for IntentType, IntentClassification, ExtractedEntity, IntentPattern - ClassifyIntentDto and IntentClassificationResultDto for API validation - Integrated with existing LlmService (optional dependency) Testing: - 60 comprehensive tests covering all intent types - Edge cases: empty queries, special characters, case sensitivity, multiple whitespace - Entity extraction tests with position tracking - LLM fallback tests with error handling - 100% test coverage - All tests passing (60/60) - TDD approach: tests written first Quality: - No explicit any types - Explicit return types on all functions - No TypeScript errors - Build successful - Follows existing code patterns - Quality Rails compliance: All lint checks pass Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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@@ -5,3 +5,4 @@ export {
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ProjectFilter,
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BrainContextDto,
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} from "./brain-query.dto";
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export { ClassifyIntentDto, IntentClassificationResultDto } from "./intent-classification.dto";
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26
apps/api/src/brain/dto/intent-classification.dto.ts
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26
apps/api/src/brain/dto/intent-classification.dto.ts
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@@ -0,0 +1,26 @@
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import { IsString, MinLength, IsOptional, IsBoolean } from "class-validator";
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import type { IntentType, ExtractedEntity } from "../interfaces";
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/**
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* DTO for intent classification request
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*/
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export class ClassifyIntentDto {
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@IsString()
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@MinLength(1, { message: "query must not be empty" })
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query!: string;
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@IsOptional()
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@IsBoolean()
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useLlm?: boolean;
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}
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/**
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* DTO for intent classification result
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*/
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export class IntentClassificationResultDto {
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intent!: IntentType;
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confidence!: number;
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entities!: ExtractedEntity[];
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method!: "rule" | "llm";
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query!: string;
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}
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