feat(api): add findings module with vector search (MS22-DB-001, MS22-API-001)

apps/api/src/app.module.ts

@@ -27,6 +27,7 @@ import { LlmUsageModule } from "./llm-usage/llm-usage.module";
 import { BrainModule } from "./brain/brain.module";
 import { CronModule } from "./cron/cron.module";
 import { AgentTasksModule } from "./agent-tasks/agent-tasks.module";
+import { FindingsModule } from "./findings/findings.module";
 import { ValkeyModule } from "./valkey/valkey.module";
 import { BullMqModule } from "./bullmq/bullmq.module";
 import { StitcherModule } from "./stitcher/stitcher.module";
@@ -100,6 +101,7 @@ import { RlsContextInterceptor } from "./common/interceptors/rls-context.interce
     BrainModule,
     CronModule,
     AgentTasksModule,
+    FindingsModule,
     RunnerJobsModule,
     JobEventsModule,
     JobStepsModule,

apps/api/src/findings/dto/create-finding.dto.ts

@@ -0,0 +1,33 @@
+import { IsObject, IsOptional, IsString, IsUUID, MaxLength, MinLength } from "class-validator";
+
+/**
+ * DTO for creating a finding
+ */
+export class CreateFindingDto {
+  @IsOptional()
+  @IsUUID("4", { message: "taskId must be a valid UUID" })
+  taskId?: string;
+
+  @IsString({ message: "agentId must be a string" })
+  @MinLength(1, { message: "agentId must not be empty" })
+  @MaxLength(255, { message: "agentId must not exceed 255 characters" })
+  agentId!: string;
+
+  @IsString({ message: "type must be a string" })
+  @MinLength(1, { message: "type must not be empty" })
+  @MaxLength(100, { message: "type must not exceed 100 characters" })
+  type!: string;
+
+  @IsString({ message: "title must be a string" })
+  @MinLength(1, { message: "title must not be empty" })
+  @MaxLength(255, { message: "title must not exceed 255 characters" })
+  title!: string;
+
+  @IsObject({ message: "data must be an object" })
+  data!: Record<string, unknown>;
+
+  @IsString({ message: "summary must be a string" })
+  @MinLength(1, { message: "summary must not be empty" })
+  @MaxLength(20000, { message: "summary must not exceed 20000 characters" })
+  summary!: string;
+}

apps/api/src/findings/dto/index.ts

@@ -0,0 +1,3 @@
+export { CreateFindingDto } from "./create-finding.dto";
+export { QueryFindingsDto } from "./query-findings.dto";
+export { SearchFindingsDto } from "./search-findings.dto";

apps/api/src/findings/dto/query-findings.dto.ts

@@ -0,0 +1,32 @@
+import { Type } from "class-transformer";
+import { IsInt, IsOptional, IsString, IsUUID, Max, Min } from "class-validator";
+
+/**
+ * DTO for querying findings with filters and pagination
+ */
+export class QueryFindingsDto {
+  @IsOptional()
+  @Type(() => Number)
+  @IsInt({ message: "page must be an integer" })
+  @Min(1, { message: "page must be at least 1" })
+  page?: number;
+
+  @IsOptional()
+  @Type(() => Number)
+  @IsInt({ message: "limit must be an integer" })
+  @Min(1, { message: "limit must be at least 1" })
+  @Max(100, { message: "limit must not exceed 100" })
+  limit?: number;
+
+  @IsOptional()
+  @IsString({ message: "agentId must be a string" })
+  agentId?: string;
+
+  @IsOptional()
+  @IsString({ message: "type must be a string" })
+  type?: string;
+
+  @IsOptional()
+  @IsUUID("4", { message: "taskId must be a valid UUID" })
+  taskId?: string;
+}

apps/api/src/findings/dto/search-findings.dto.ts

@@ -0,0 +1,52 @@
+import { Type } from "class-transformer";
+import {
+  IsInt,
+  IsNumber,
+  IsOptional,
+  IsString,
+  IsUUID,
+  Max,
+  MaxLength,
+  Min,
+} from "class-validator";
+
+/**
+ * DTO for finding semantic similarity search
+ */
+export class SearchFindingsDto {
+  @IsString({ message: "query must be a string" })
+  @MaxLength(1000, { message: "query must not exceed 1000 characters" })
+  query!: string;
+
+  @IsOptional()
+  @Type(() => Number)
+  @IsInt({ message: "page must be an integer" })
+  @Min(1, { message: "page must be at least 1" })
+  page?: number;
+
+  @IsOptional()
+  @Type(() => Number)
+  @IsInt({ message: "limit must be an integer" })
+  @Min(1, { message: "limit must be at least 1" })
+  @Max(100, { message: "limit must not exceed 100" })
+  limit?: number;
+
+  @IsOptional()
+  @Type(() => Number)
+  @IsNumber({}, { message: "similarityThreshold must be a number" })
+  @Min(0, { message: "similarityThreshold must be at least 0" })
+  @Max(1, { message: "similarityThreshold must not exceed 1" })
+  similarityThreshold?: number;
+
+  @IsOptional()
+  @IsString({ message: "agentId must be a string" })
+  agentId?: string;
+
+  @IsOptional()
+  @IsString({ message: "type must be a string" })
+  type?: string;
+
+  @IsOptional()
+  @IsUUID("4", { message: "taskId must be a valid UUID" })
+  taskId?: string;
+}

apps/api/src/findings/findings.controller.spec.ts

@@ -0,0 +1,195 @@
+import { Test, TestingModule } from "@nestjs/testing";
+import { describe, it, expect, beforeEach, vi } from "vitest";
+import { FindingsController } from "./findings.controller";
+import { FindingsService } from "./findings.service";
+import { AuthGuard } from "../auth/guards/auth.guard";
+import { WorkspaceGuard, PermissionGuard } from "../common/guards";
+import { CreateFindingDto, QueryFindingsDto, SearchFindingsDto } from "./dto";
+
+describe("FindingsController", () => {
+  let controller: FindingsController;
+  let service: FindingsService;
+
+  const mockFindingsService = {
+    create: vi.fn(),
+    findAll: vi.fn(),
+    findOne: vi.fn(),
+    search: vi.fn(),
+    remove: vi.fn(),
+  };
+
+  const mockAuthGuard = {
+    canActivate: vi.fn(() => true),
+  };
+
+  const mockWorkspaceGuard = {
+    canActivate: vi.fn(() => true),
+  };
+
+  const mockPermissionGuard = {
+    canActivate: vi.fn(() => true),
+  };
+
+  const workspaceId = "550e8400-e29b-41d4-a716-446655440001";
+  const findingId = "550e8400-e29b-41d4-a716-446655440002";
+
+  beforeEach(async () => {
+    const module: TestingModule = await Test.createTestingModule({
+      controllers: [FindingsController],
+      providers: [
+        {
+          provide: FindingsService,
+          useValue: mockFindingsService,
+        },
+      ],
+    })
+      .overrideGuard(AuthGuard)
+      .useValue(mockAuthGuard)
+      .overrideGuard(WorkspaceGuard)
+      .useValue(mockWorkspaceGuard)
+      .overrideGuard(PermissionGuard)
+      .useValue(mockPermissionGuard)
+      .compile();
+
+    controller = module.get<FindingsController>(FindingsController);
+    service = module.get<FindingsService>(FindingsService);
+
+    vi.clearAllMocks();
+  });
+
+  it("should be defined", () => {
+    expect(controller).toBeDefined();
+  });
+
+  describe("create", () => {
+    it("should create a finding", async () => {
+      const createDto: CreateFindingDto = {
+        agentId: "research-agent",
+        type: "security",
+        title: "SQL injection risk",
+        data: { severity: "high" },
+        summary: "Potential SQL injection in search endpoint.",
+      };
+
+      const createdFinding = {
+        id: findingId,
+        workspaceId,
+        taskId: null,
+        ...createDto,
+        createdAt: new Date(),
+        updatedAt: new Date(),
+      };
+
+      mockFindingsService.create.mockResolvedValue(createdFinding);
+
+      const result = await controller.create(createDto, workspaceId);
+
+      expect(result).toEqual(createdFinding);
+      expect(service.create).toHaveBeenCalledWith(workspaceId, createDto);
+    });
+  });
+
+  describe("findAll", () => {
+    it("should return paginated findings", async () => {
+      const query: QueryFindingsDto = {
+        page: 1,
+        limit: 10,
+        type: "security",
+      };
+
+      const response = {
+        data: [],
+        meta: {
+          total: 0,
+          page: 1,
+          limit: 10,
+          totalPages: 0,
+        },
+      };
+
+      mockFindingsService.findAll.mockResolvedValue(response);
+
+      const result = await controller.findAll(query, workspaceId);
+
+      expect(result).toEqual(response);
+      expect(service.findAll).toHaveBeenCalledWith(workspaceId, query);
+    });
+  });
+
+  describe("findOne", () => {
+    it("should return a finding", async () => {
+      const finding = {
+        id: findingId,
+        workspaceId,
+        taskId: null,
+        agentId: "research-agent",
+        type: "security",
+        title: "SQL injection risk",
+        data: { severity: "high" },
+        summary: "Potential SQL injection in search endpoint.",
+        createdAt: new Date(),
+        updatedAt: new Date(),
+      };
+
+      mockFindingsService.findOne.mockResolvedValue(finding);
+
+      const result = await controller.findOne(findingId, workspaceId);
+
+      expect(result).toEqual(finding);
+      expect(service.findOne).toHaveBeenCalledWith(findingId, workspaceId);
+    });
+  });
+
+  describe("search", () => {
+    it("should perform semantic search", async () => {
+      const searchDto: SearchFindingsDto = {
+        query: "sql injection",
+        limit: 5,
+      };
+
+      const response = {
+        data: [
+          {
+            id: findingId,
+            workspaceId,
+            taskId: null,
+            agentId: "research-agent",
+            type: "security",
+            title: "SQL injection risk",
+            data: { severity: "high" },
+            summary: "Potential SQL injection in search endpoint.",
+            createdAt: new Date(),
+            updatedAt: new Date(),
+            score: 0.91,
+          },
+        ],
+        meta: {
+          total: 1,
+          page: 1,
+          limit: 5,
+          totalPages: 1,
+        },
+        query: "sql injection",
+      };
+
+      mockFindingsService.search.mockResolvedValue(response);
+
+      const result = await controller.search(searchDto, workspaceId);
+
+      expect(result).toEqual(response);
+      expect(service.search).toHaveBeenCalledWith(workspaceId, searchDto);
+    });
+  });
+
+  describe("remove", () => {
+    it("should delete a finding", async () => {
+      const response = { message: "Finding deleted successfully" };
+      mockFindingsService.remove.mockResolvedValue(response);
+
+      const result = await controller.remove(findingId, workspaceId);
+
+      expect(result).toEqual(response);
+      expect(service.remove).toHaveBeenCalledWith(findingId, workspaceId);
+    });
+  });
+});

apps/api/src/findings/findings.controller.ts

@@ -0,0 +1,81 @@
+import { Body, Controller, Delete, Get, Param, Post, Query, UseGuards } from "@nestjs/common";
+import { AuthGuard } from "../auth/guards/auth.guard";
+import { WorkspaceGuard, PermissionGuard } from "../common/guards";
+import { Workspace, Permission, RequirePermission } from "../common/decorators";
+import { CreateFindingDto, QueryFindingsDto, SearchFindingsDto } from "./dto";
+import {
+  FindingsService,
+  FindingsSearchResponse,
+  PaginatedFindingsResponse,
+} from "./findings.service";
+
+/**
+ * Controller for findings endpoints
+ * All endpoints require authentication and workspace context
+ */
+@Controller("findings")
+@UseGuards(AuthGuard, WorkspaceGuard, PermissionGuard)
+export class FindingsController {
+  constructor(private readonly findingsService: FindingsService) {}
+
+  /**
+   * POST /api/findings
+   * Create a new finding and embed its summary
+   * Requires: MEMBER role or higher
+   */
+  @Post()
+  @RequirePermission(Permission.WORKSPACE_MEMBER)
+  async create(@Body() createFindingDto: CreateFindingDto, @Workspace() workspaceId: string) {
+    return this.findingsService.create(workspaceId, createFindingDto);
+  }
+
+  /**
+   * GET /api/findings
+   * Get paginated findings with optional filters
+   * Requires: Any workspace member
+   */
+  @Get()
+  @RequirePermission(Permission.WORKSPACE_ANY)
+  async findAll(
+    @Query() query: QueryFindingsDto,
+    @Workspace() workspaceId: string
+  ): Promise<PaginatedFindingsResponse> {
+    return this.findingsService.findAll(workspaceId, query);
+  }
+
+  /**
+   * GET /api/findings/:id
+   * Get a single finding by ID
+   * Requires: Any workspace member
+   */
+  @Get(":id")
+  @RequirePermission(Permission.WORKSPACE_ANY)
+  async findOne(@Param("id") id: string, @Workspace() workspaceId: string) {
+    return this.findingsService.findOne(id, workspaceId);
+  }
+
+  /**
+   * POST /api/findings/search
+   * Semantic search findings by vector similarity
+   * Requires: Any workspace member
+   */
+  @Post("search")
+  @RequirePermission(Permission.WORKSPACE_ANY)
+  async search(
+    @Body() searchDto: SearchFindingsDto,
+    @Workspace() workspaceId: string
+  ): Promise<FindingsSearchResponse> {
+    return this.findingsService.search(workspaceId, searchDto);
+  }
+
+  /**
+   * DELETE /api/findings/:id
+   * Delete a finding
+   * Requires: ADMIN role or higher
+   */
+  @Delete(":id")
+  @RequirePermission(Permission.WORKSPACE_ADMIN)
+  async remove(@Param("id") id: string, @Workspace() workspaceId: string) {
+    return this.findingsService.remove(id, workspaceId);
+  }
+}

apps/api/src/findings/findings.module.ts

@@ -0,0 +1,14 @@
+import { Module } from "@nestjs/common";
+import { PrismaModule } from "../prisma/prisma.module";
+import { AuthModule } from "../auth/auth.module";
+import { KnowledgeModule } from "../knowledge/knowledge.module";
+import { FindingsController } from "./findings.controller";
+import { FindingsService } from "./findings.service";
+
+@Module({
+  imports: [PrismaModule, AuthModule, KnowledgeModule],
+  controllers: [FindingsController],
+  providers: [FindingsService],
+  exports: [FindingsService],
+})
+export class FindingsModule {}

apps/api/src/findings/findings.service.spec.ts

@@ -0,0 +1,300 @@
+import { Test, TestingModule } from "@nestjs/testing";
+import { describe, it, expect, beforeEach, vi } from "vitest";
+import { BadRequestException, NotFoundException } from "@nestjs/common";
+import { FindingsService } from "./findings.service";
+import { PrismaService } from "../prisma/prisma.service";
+import { EmbeddingService } from "../knowledge/services/embedding.service";
+
+describe("FindingsService", () => {
+  let service: FindingsService;
+  let prisma: PrismaService;
+  let embeddingService: EmbeddingService;
+
+  const mockWorkspaceId = "550e8400-e29b-41d4-a716-446655440001";
+  const mockFindingId = "550e8400-e29b-41d4-a716-446655440002";
+  const mockTaskId = "550e8400-e29b-41d4-a716-446655440003";
+
+  const mockPrismaService = {
+    finding: {
+      create: vi.fn(),
+      findMany: vi.fn(),
+      findUnique: vi.fn(),
+      count: vi.fn(),
+      delete: vi.fn(),
+    },
+    agentTask: {
+      findUnique: vi.fn(),
+    },
+    $queryRaw: vi.fn(),
+    $executeRaw: vi.fn(),
+  };
+
+  const mockEmbeddingService = {
+    isConfigured: vi.fn(),
+    generateEmbedding: vi.fn(),
+  };
+
+  beforeEach(async () => {
+    const module: TestingModule = await Test.createTestingModule({
+      providers: [
+        FindingsService,
+        {
+          provide: PrismaService,
+          useValue: mockPrismaService,
+        },
+        {
+          provide: EmbeddingService,
+          useValue: mockEmbeddingService,
+        },
+      ],
+    }).compile();
+
+    service = module.get<FindingsService>(FindingsService);
+    prisma = module.get<PrismaService>(PrismaService);
+    embeddingService = module.get<EmbeddingService>(EmbeddingService);
+
+    vi.clearAllMocks();
+  });
+
+  it("should be defined", () => {
+    expect(service).toBeDefined();
+  });
+
+  describe("create", () => {
+    it("should create a finding and store embedding when configured", async () => {
+      const createDto = {
+        taskId: mockTaskId,
+        agentId: "research-agent",
+        type: "security",
+        title: "SQL injection risk",
+        data: { severity: "high" },
+        summary: "Potential SQL injection in search endpoint.",
+      };
+
+      const createdFinding = {
+        id: mockFindingId,
+        workspaceId: mockWorkspaceId,
+        ...createDto,
+        createdAt: new Date(),
+        updatedAt: new Date(),
+      };
+
+      mockPrismaService.agentTask.findUnique.mockResolvedValue({
+        id: mockTaskId,
+        workspaceId: mockWorkspaceId,
+      });
+      mockPrismaService.finding.create.mockResolvedValue(createdFinding);
+      mockPrismaService.finding.findUnique.mockResolvedValue(createdFinding);
+      mockEmbeddingService.isConfigured.mockReturnValue(true);
+      mockEmbeddingService.generateEmbedding.mockResolvedValue([0.1, 0.2, 0.3]);
+      mockPrismaService.$executeRaw.mockResolvedValue(1);
+
+      const result = await service.create(mockWorkspaceId, createDto);
+
+      expect(result).toEqual(createdFinding);
+      expect(prisma.finding.create).toHaveBeenCalledWith({
+        data: expect.objectContaining({
+          workspaceId: mockWorkspaceId,
+          taskId: mockTaskId,
+          agentId: "research-agent",
+          type: "security",
+          title: "SQL injection risk",
+        }),
+        select: expect.any(Object),
+      });
+      expect(embeddingService.generateEmbedding).toHaveBeenCalledWith(createDto.summary);
+      expect(prisma.$executeRaw).toHaveBeenCalled();
+    });
+
+    it("should create a finding without embedding when not configured", async () => {
+      const createDto = {
+        agentId: "research-agent",
+        type: "security",
+        title: "SQL injection risk",
+        data: { severity: "high" },
+        summary: "Potential SQL injection in search endpoint.",
+      };
+
+      const createdFinding = {
+        id: mockFindingId,
+        workspaceId: mockWorkspaceId,
+        taskId: null,
+        ...createDto,
+        createdAt: new Date(),
+        updatedAt: new Date(),
+      };
+
+      mockPrismaService.finding.create.mockResolvedValue(createdFinding);
+      mockEmbeddingService.isConfigured.mockReturnValue(false);
+
+      const result = await service.create(mockWorkspaceId, createDto);
+
+      expect(result).toEqual(createdFinding);
+      expect(embeddingService.generateEmbedding).not.toHaveBeenCalled();
+      expect(prisma.$executeRaw).not.toHaveBeenCalled();
+    });
+  });
+
+  describe("findAll", () => {
+    it("should return paginated findings with filters", async () => {
+      const findings = [
+        {
+          id: mockFindingId,
+          workspaceId: mockWorkspaceId,
+          taskId: null,
+          agentId: "research-agent",
+          type: "security",
+          title: "SQL injection risk",
+          data: { severity: "high" },
+          summary: "Potential SQL injection in search endpoint.",
+          createdAt: new Date(),
+          updatedAt: new Date(),
+        },
+      ];
+
+      mockPrismaService.finding.findMany.mockResolvedValue(findings);
+      mockPrismaService.finding.count.mockResolvedValue(1);
+
+      const result = await service.findAll(mockWorkspaceId, {
+        page: 1,
+        limit: 10,
+        type: "security",
+        agentId: "research-agent",
+      });
+
+      expect(result).toEqual({
+        data: findings,
+        meta: {
+          total: 1,
+          page: 1,
+          limit: 10,
+          totalPages: 1,
+        },
+      });
+      expect(prisma.finding.findMany).toHaveBeenCalledWith(
+        expect.objectContaining({
+          where: {
+            workspaceId: mockWorkspaceId,
+            type: "security",
+            agentId: "research-agent",
+          },
+        })
+      );
+    });
+  });
+
+  describe("findOne", () => {
+    it("should return a finding", async () => {
+      const finding = {
+        id: mockFindingId,
+        workspaceId: mockWorkspaceId,
+        taskId: null,
+        agentId: "research-agent",
+        type: "security",
+        title: "SQL injection risk",
+        data: { severity: "high" },
+        summary: "Potential SQL injection in search endpoint.",
+        createdAt: new Date(),
+        updatedAt: new Date(),
+      };
+
+      mockPrismaService.finding.findUnique.mockResolvedValue(finding);
+
+      const result = await service.findOne(mockFindingId, mockWorkspaceId);
+
+      expect(result).toEqual(finding);
+      expect(prisma.finding.findUnique).toHaveBeenCalledWith({
+        where: {
+          id: mockFindingId,
+          workspaceId: mockWorkspaceId,
+        },
+        select: expect.any(Object),
+      });
+    });
+
+    it("should throw when finding does not exist", async () => {
+      mockPrismaService.finding.findUnique.mockResolvedValue(null);
+
+      await expect(service.findOne(mockFindingId, mockWorkspaceId)).rejects.toThrow(
+        NotFoundException
+      );
+    });
+  });
+
+  describe("search", () => {
+    it("should throw BadRequestException when embeddings are not configured", async () => {
+      mockEmbeddingService.isConfigured.mockReturnValue(false);
+
+      await expect(
+        service.search(mockWorkspaceId, {
+          query: "sql injection",
+        })
+      ).rejects.toThrow(BadRequestException);
+    });
+
+    it("should return similarity-ranked search results", async () => {
+      mockEmbeddingService.isConfigured.mockReturnValue(true);
+      mockEmbeddingService.generateEmbedding.mockResolvedValue([0.1, 0.2, 0.3]);
+      mockPrismaService.$queryRaw
+        .mockResolvedValueOnce([
+          {
+            id: mockFindingId,
+            workspace_id: mockWorkspaceId,
+            task_id: null,
+            agent_id: "research-agent",
+            type: "security",
+            title: "SQL injection risk",
+            data: { severity: "high" },
+            summary: "Potential SQL injection in search endpoint.",
+            created_at: new Date(),
+            updated_at: new Date(),
+            score: 0.91,
+          },
+        ])
+        .mockResolvedValueOnce([{ count: BigInt(1) }]);
+
+      const result = await service.search(mockWorkspaceId, {
+        query: "sql injection",
+        page: 1,
+        limit: 5,
+        similarityThreshold: 0.5,
+      });
+
+      expect(result.query).toBe("sql injection");
+      expect(result.data).toHaveLength(1);
+      expect(result.data[0].score).toBe(0.91);
+      expect(result.meta.total).toBe(1);
+      expect(prisma.$queryRaw).toHaveBeenCalledTimes(2);
+    });
+  });
+
+  describe("remove", () => {
+    it("should delete a finding", async () => {
+      mockPrismaService.finding.findUnique.mockResolvedValue({
+        id: mockFindingId,
+        workspaceId: mockWorkspaceId,
+      });
+      mockPrismaService.finding.delete.mockResolvedValue({
+        id: mockFindingId,
+      });
+
+      const result = await service.remove(mockFindingId, mockWorkspaceId);
+
+      expect(result).toEqual({ message: "Finding deleted successfully" });
+      expect(prisma.finding.delete).toHaveBeenCalledWith({
+        where: {
+          id: mockFindingId,
+          workspaceId: mockWorkspaceId,
+        },
+      });
+    });
+
+    it("should throw when finding does not exist", async () => {
+      mockPrismaService.finding.findUnique.mockResolvedValue(null);
+
+      await expect(service.remove(mockFindingId, mockWorkspaceId)).rejects.toThrow(
+        NotFoundException
+      );
+    });
+  });
+});

apps/api/src/findings/findings.service.ts

@@ -0,0 +1,337 @@
+import { BadRequestException, Injectable, Logger, NotFoundException } from "@nestjs/common";
+import { Prisma } from "@prisma/client";
+import { PrismaService } from "../prisma/prisma.service";
+import { EmbeddingService } from "../knowledge/services/embedding.service";
+import type { CreateFindingDto, QueryFindingsDto, SearchFindingsDto } from "./dto";
+
+const findingSelect = {
+  id: true,
+  workspaceId: true,
+  taskId: true,
+  agentId: true,
+  type: true,
+  title: true,
+  data: true,
+  summary: true,
+  createdAt: true,
+  updatedAt: true,
+} satisfies Prisma.FindingSelect;
+
+type FindingRecord = Prisma.FindingGetPayload<{ select: typeof findingSelect }>;
+
+interface RawFindingSearchResult {
+  id: string;
+  workspace_id: string;
+  task_id: string | null;
+  agent_id: string;
+  type: string;
+  title: string;
+  data: Prisma.JsonValue;
+  summary: string;
+  created_at: Date;
+  updated_at: Date;
+  score: number;
+}
+
+export interface FindingSearchResult extends FindingRecord {
+  score: number;
+}
+
+interface PaginatedMeta {
+  total: number;
+  page: number;
+  limit: number;
+  totalPages: number;
+}
+
+export interface PaginatedFindingsResponse {
+  data: FindingRecord[];
+  meta: PaginatedMeta;
+}
+
+export interface FindingsSearchResponse {
+  data: FindingSearchResult[];
+  meta: PaginatedMeta;
+  query: string;
+  similarityThreshold: number;
+}
+
+/**
+ * Service for managing structured findings with vector search support
+ */
+@Injectable()
+export class FindingsService {
+  private readonly logger = new Logger(FindingsService.name);
+  private readonly defaultSimilarityThreshold: number;
+
+  constructor(
+    private readonly prisma: PrismaService,
+    private readonly embeddingService: EmbeddingService
+  ) {
+    const parsedThreshold = Number.parseFloat(process.env.FINDINGS_SIMILARITY_THRESHOLD ?? "0.5");
+
+    this.defaultSimilarityThreshold =
+      Number.isFinite(parsedThreshold) && parsedThreshold >= 0 && parsedThreshold <= 1
+        ? parsedThreshold
+        : 0.5;
+  }
+
+  /**
+   * Create a finding and generate its embedding from the summary when available
+   */
+  async create(workspaceId: string, createFindingDto: CreateFindingDto): Promise<FindingRecord> {
+    if (createFindingDto.taskId) {
+      const task = await this.prisma.agentTask.findUnique({
+        where: {
+          id: createFindingDto.taskId,
+          workspaceId,
+        },
+        select: { id: true },
+      });
+
+      if (!task) {
+        throw new NotFoundException(`Agent task with ID ${createFindingDto.taskId} not found`);
+      }
+    }
+
+    const createInput: Prisma.FindingUncheckedCreateInput = {
+      workspaceId,
+      agentId: createFindingDto.agentId,
+      type: createFindingDto.type,
+      title: createFindingDto.title,
+      data: createFindingDto.data as Prisma.InputJsonValue,
+      summary: createFindingDto.summary,
+    };
+
+    if (createFindingDto.taskId) {
+      createInput.taskId = createFindingDto.taskId;
+    }
+
+    const finding = await this.prisma.finding.create({
+      data: createInput,
+      select: findingSelect,
+    });
+
+    await this.generateAndStoreEmbedding(finding.id, workspaceId, finding.summary);
+
+    if (this.embeddingService.isConfigured()) {
+      return this.findOne(finding.id, workspaceId);
+    }
+
+    return finding;
+  }
+
+  /**
+   * Get paginated findings with optional filters
+   */
+  async findAll(workspaceId: string, query: QueryFindingsDto): Promise<PaginatedFindingsResponse> {
+    const page = query.page ?? 1;
+    const limit = query.limit ?? 50;
+    const skip = (page - 1) * limit;
+
+    const where: Prisma.FindingWhereInput = {
+      workspaceId,
+    };
+
+    if (query.agentId) {
+      where.agentId = query.agentId;
+    }
+
+    if (query.type) {
+      where.type = query.type;
+    }
+
+    if (query.taskId) {
+      where.taskId = query.taskId;
+    }
+
+    const [data, total] = await Promise.all([
+      this.prisma.finding.findMany({
+        where,
+        select: findingSelect,
+        orderBy: {
+          createdAt: "desc",
+        },
+        skip,
+        take: limit,
+      }),
+      this.prisma.finding.count({ where }),
+    ]);
+
+    return {
+      data,
+      meta: {
+        total,
+        page,
+        limit,
+        totalPages: Math.ceil(total / limit),
+      },
+    };
+  }
+
+  /**
+   * Get a single finding by ID
+   */
+  async findOne(id: string, workspaceId: string): Promise<FindingRecord> {
+    const finding = await this.prisma.finding.findUnique({
+      where: {
+        id,
+        workspaceId,
+      },
+      select: findingSelect,
+    });
+
+    if (!finding) {
+      throw new NotFoundException(`Finding with ID ${id} not found`);
+    }
+
+    return finding;
+  }
+
+  /**
+   * Semantic search findings using vector similarity
+   */
+  async search(workspaceId: string, searchDto: SearchFindingsDto): Promise<FindingsSearchResponse> {
+    if (!this.embeddingService.isConfigured()) {
+      throw new BadRequestException(
+        "Finding vector search requires OPENAI_API_KEY to be configured"
+      );
+    }
+
+    const page = searchDto.page ?? 1;
+    const limit = searchDto.limit ?? 20;
+    const offset = (page - 1) * limit;
+    const similarityThreshold = searchDto.similarityThreshold ?? this.defaultSimilarityThreshold;
+    const distanceThreshold = 1 - similarityThreshold;
+
+    const queryEmbedding = await this.embeddingService.generateEmbedding(searchDto.query);
+    const embeddingString = `[${queryEmbedding.join(",")}]`;
+
+    const agentFilter = searchDto.agentId
+      ? Prisma.sql`AND f.agent_id = ${searchDto.agentId}`
+      : Prisma.sql``;
+    const typeFilter = searchDto.type ? Prisma.sql`AND f.type = ${searchDto.type}` : Prisma.sql``;
+    const taskFilter = searchDto.taskId
+      ? Prisma.sql`AND f.task_id = ${searchDto.taskId}::uuid`
+      : Prisma.sql``;
+
+    const searchResults = await this.prisma.$queryRaw<RawFindingSearchResult[]>`
+      SELECT
+        f.id,
+        f.workspace_id,
+        f.task_id,
+        f.agent_id,
+        f.type,
+        f.title,
+        f.data,
+        f.summary,
+        f.created_at,
+        f.updated_at,
+        (1 - (f.embedding <=> ${embeddingString}::vector)) AS score
+      FROM findings f
+      WHERE f.workspace_id = ${workspaceId}::uuid
+        AND f.embedding IS NOT NULL
+        ${agentFilter}
+        ${typeFilter}
+        ${taskFilter}
+        AND (f.embedding <=> ${embeddingString}::vector) <= ${distanceThreshold}
+      ORDER BY f.embedding <=> ${embeddingString}::vector
+      LIMIT ${limit}
+      OFFSET ${offset}
+    `;
+
+    const countResult = await this.prisma.$queryRaw<[{ count: bigint }]>`
+      SELECT COUNT(*) as count
+      FROM findings f
+      WHERE f.workspace_id = ${workspaceId}::uuid
+        AND f.embedding IS NOT NULL
+        ${agentFilter}
+        ${typeFilter}
+        ${taskFilter}
+        AND (f.embedding <=> ${embeddingString}::vector) <= ${distanceThreshold}
+    `;
+
+    const total = Number(countResult[0].count);
+
+    const data: FindingSearchResult[] = searchResults.map((row) => ({
+      id: row.id,
+      workspaceId: row.workspace_id,
+      taskId: row.task_id,
+      agentId: row.agent_id,
+      type: row.type,
+      title: row.title,
+      data: row.data,
+      summary: row.summary,
+      createdAt: row.created_at,
+      updatedAt: row.updated_at,
+      score: row.score,
+    }));
+
+    return {
+      data,
+      meta: {
+        total,
+        page,
+        limit,
+        totalPages: Math.ceil(total / limit),
+      },
+      query: searchDto.query,
+      similarityThreshold,
+    };
+  }
+
+  /**
+   * Delete a finding
+   */
+  async remove(id: string, workspaceId: string): Promise<{ message: string }> {
+    const existingFinding = await this.prisma.finding.findUnique({
+      where: {
+        id,
+        workspaceId,
+      },
+      select: { id: true },
+    });
+
+    if (!existingFinding) {
+      throw new NotFoundException(`Finding with ID ${id} not found`);
+    }
+
+    await this.prisma.finding.delete({
+      where: {
+        id,
+        workspaceId,
+      },
+    });
+
+    return { message: "Finding deleted successfully" };
+  }
+
+  /**
+   * Generate and persist embedding for a finding summary
+   */
+  private async generateAndStoreEmbedding(
+    findingId: string,
+    workspaceId: string,
+    summary: string
+  ): Promise<void> {
+    if (!this.embeddingService.isConfigured()) {
+      return;
+    }
+
+    try {
+      const embedding = await this.embeddingService.generateEmbedding(summary);
+      const embeddingString = `[${embedding.join(",")}]`;
+
+      await this.prisma.$executeRaw`
+        UPDATE findings
+        SET embedding = ${embeddingString}::vector,
+            updated_at = NOW()
+        WHERE id = ${findingId}::uuid
+          AND workspace_id = ${workspaceId}::uuid
+      `;
+    } catch (error) {
+      const message = error instanceof Error ? error.message : String(error);
+      this.logger.warn(`Failed to generate embedding for finding ${findingId}: ${message}`);
+    }
+  }
+}