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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@@ -1,6 +1,12 @@
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import { Controller, Get, Post, Body, Query, UseGuards } from "@nestjs/common";
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import { BrainService } from "./brain.service";
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import { BrainQueryDto, BrainContextDto } from "./dto";
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import { IntentClassificationService } from "./intent-classification.service";
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import {
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BrainQueryDto,
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BrainContextDto,
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ClassifyIntentDto,
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IntentClassificationResultDto,
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} from "./dto";
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import { AuthGuard } from "../auth/guards/auth.guard";
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import { WorkspaceGuard, PermissionGuard } from "../common/guards";
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import { Workspace, Permission, RequirePermission } from "../common/decorators";
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@@ -13,7 +19,10 @@ import { Workspace, Permission, RequirePermission } from "../common/decorators";
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@Controller("brain")
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@UseGuards(AuthGuard, WorkspaceGuard, PermissionGuard)
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export class BrainController {
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constructor(private readonly brainService: BrainService) {}
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constructor(
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private readonly brainService: BrainService,
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private readonly intentClassificationService: IntentClassificationService
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) {}
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/**
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* @description Query workspace entities with flexible filtering options.
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@@ -66,4 +75,18 @@ export class BrainController {
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const parsedLimit = limit ? Math.min(parseInt(limit, 10) || 20, 100) : 20;
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return this.brainService.search(workspaceId, searchTerm || "", parsedLimit);
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}
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/**
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* @description Classify a natural language query into a structured intent.
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* Uses hybrid classification: rule-based (fast) with optional LLM fallback.
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* @param dto - Classification request with query and optional useLlm flag
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* @returns Intent classification with confidence, entities, and method used
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* @throws UnauthorizedException if user lacks workspace access
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* @throws ForbiddenException if user lacks required permissions
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*/
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@Post("classify")
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@RequirePermission(Permission.WORKSPACE_ANY)
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async classifyIntent(@Body() dto: ClassifyIntentDto): Promise<IntentClassificationResultDto> {
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return this.intentClassificationService.classify(dto.query, dto.useLlm);
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}
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}
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