576 lines
18 KiB
TypeScript
576 lines
18 KiB
TypeScript
/**
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* Tests for VisionBridgeGuardrail.
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* Uses dependency injection to avoid SQLite dependency.
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*/
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import test from "node:test";
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import assert from "node:assert/strict";
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const { VisionBridgeGuardrail } = await import("../../../src/lib/guardrails/visionBridge.ts");
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const { resetGuardrailsForTests } = await import("../../../src/lib/guardrails/registry.ts");
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const { getResolvedModelCapabilities } = await import("../../../src/lib/modelCapabilities.ts");
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import type { GuardrailContext } from "../../../src/lib/guardrails/base.ts";
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import type { VisionModelConfig } from "../../../src/lib/guardrails/visionBridgeHelpers.ts";
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// ── Mock state ──────────────────────────────────────────────────────────────
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let mockSettings: Record<string, unknown> = {
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visionBridgeEnabled: true,
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visionBridgeModel: "openai/gpt-4o-mini",
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visionBridgePrompt: "Describe this image concisely.",
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visionBridgeTimeout: 30000,
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visionBridgeMaxImages: 10,
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};
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let mockVisionResponse = "A beautiful sunset over the ocean";
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let shouldVisionFail = false;
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let visionCallCount = 0;
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function createGuardrail(options?: Parameters<typeof VisionBridgeGuardrail>[0]) {
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return new VisionBridgeGuardrail({
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...options,
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deps: {
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getSettings: async () => mockSettings,
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callVisionModel: async (_imageDataUri: string, _config: VisionModelConfig) => {
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visionCallCount++;
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if (shouldVisionFail) {
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throw new Error("Vision model failed");
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}
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return mockVisionResponse;
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},
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...(options?.deps ?? {}),
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},
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});
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}
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test.beforeEach(() => {
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resetGuardrailsForTests({ registerDefaults: false });
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visionCallCount = 0;
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shouldVisionFail = false;
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mockSettings = {
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visionBridgeEnabled: true,
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visionBridgeModel: "openai/gpt-4o-mini",
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visionBridgePrompt: "Describe this image concisely.",
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visionBridgeTimeout: 30000,
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visionBridgeMaxImages: 10,
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};
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});
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// ── Helpers ─────────────────────────────────────────────────────────────────
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function createContext(overrides: Partial<GuardrailContext> = {}): GuardrailContext {
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return {
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model: "minimax/minimax-01",
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log: console,
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...overrides,
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};
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}
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function createPayload(overrides: Record<string, unknown> = {}): Record<string, unknown> {
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return {
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model: "minimax/minimax-01",
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messages: [{ role: "user", content: "Hello" }],
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...overrides,
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};
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}
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// ── Basic Properties ────────────────────────────────────────────────────────
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test("VisionBridgeGuardrail has correct name and priority", () => {
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const guardrail = createGuardrail();
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assert.strictEqual(guardrail.name, "vision-bridge");
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assert.strictEqual(guardrail.priority, 5);
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});
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test("VisionBridgeGuardrail is enabled by default", () => {
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const guardrail = createGuardrail();
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assert.strictEqual(guardrail.enabled, true);
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});
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test("VisionBridgeGuardrail can be disabled via constructor", () => {
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const guardrail = createGuardrail({ enabled: false });
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assert.strictEqual(guardrail.enabled, false);
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});
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// ── VB-S05: Vision Bridge disabled via settings ────────────────────────────
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test("VB-S05: passthroughs when visionBridgeEnabled is false", async () => {
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mockSettings.visionBridgeEnabled = false;
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const guardrail = createGuardrail();
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const payload = createPayload({
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messages: [
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{
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role: "user",
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content: [
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{ type: "text", text: "What is in this image?" },
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{
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type: "image_url",
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image_url: { url: "https://example.com/image.png" },
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},
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],
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},
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],
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});
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const result = await guardrail.preCall(payload, createContext());
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assert.strictEqual(result.block, false);
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assert.strictEqual(result.modifiedPayload, undefined);
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});
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// ── VB-S06: Disabled via context ────────────────────────────────────────────
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test("VB-S06: skips when disabledGuardrails includes vision-bridge", async () => {
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const guardrail = createGuardrail();
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const payload = createPayload();
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const context = createContext({ disabledGuardrails: ["vision-bridge"] });
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const result = await guardrail.preCall(payload, context);
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assert.strictEqual(result.block, false);
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assert.strictEqual(result.modifiedPayload, undefined);
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});
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// ── VB-S02: Vision-capable model passthrough ────────────────────────────────
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test("VB-S02: passthroughs for vision-capable model (gpt-4o)", async () => {
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const guardrail = createGuardrail();
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const payload = createPayload({
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model: "openai/gpt-4o",
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messages: [
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{
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role: "user",
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content: [
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{ type: "text", text: "What is this?" },
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{
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type: "image_url",
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image_url: { url: "https://example.com/image.png" },
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},
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],
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},
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],
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});
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const result = await guardrail.preCall(payload, createContext({ model: "openai/gpt-4o" }));
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// If supportsVision is true, it should passthrough (no modification)
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// If supportsVision is null/undefined (no sync data), it will process — that's correct behavior
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const capabilities = getResolvedModelCapabilities("openai/gpt-4o");
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if (capabilities.supportsVision === true) {
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assert.strictEqual(result.block, false);
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assert.strictEqual(result.modifiedPayload, undefined);
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} else {
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// Without sync data, supportsVision is null — guardrail processes the image
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// This is correct fail-open behavior for unknown model capabilities
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assert.strictEqual(result.block, false);
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}
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});
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test("VB-S02b: respects native vision support for GPT-family models", async () => {
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const guardrail = createGuardrail();
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for (const model of ["gpt-5.5", "gpt-5.5-high", "codex/gpt-5.5", "openai/gpt-4o-mini"]) {
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visionCallCount = 0;
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const payload = createPayload({
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model,
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messages: [
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{
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role: "user",
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content: [
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{ type: "text", text: "What is this?" },
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{
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type: "image_url",
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image_url: { url: "https://example.com/image.png" },
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},
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],
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},
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],
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});
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const result = await guardrail.preCall(payload, createContext({ model }));
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assert.strictEqual(result.block, false, `expected passthrough for ${model}`);
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assert.strictEqual(
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result.modifiedPayload,
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undefined,
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`expected unmodified payload for ${model}`
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);
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assert.strictEqual(visionCallCount, 0, `expected no bridge call for ${model}`);
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}
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});
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test("VB-S02: model capabilities returns supportsVision for known models", () => {
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const gpt4oCaps = getResolvedModelCapabilities("openai/gpt-4o");
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// supportsVision may be true (if sync data exists) or null (if not synced)
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assert.ok(gpt4oCaps.supportsVision === true || gpt4oCaps.supportsVision === null);
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});
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// ── VB-S04: No images passthrough ──────────────────────────────────────────
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test("VB-S04: passthroughs when no images in messages", async () => {
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const guardrail = createGuardrail();
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const payload = createPayload({
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messages: [{ role: "user", content: "Hello, how are you?" }],
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});
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const result = await guardrail.preCall(payload, createContext());
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assert.strictEqual(result.block, false);
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assert.strictEqual(result.modifiedPayload, undefined);
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});
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test("VB-S04: passthroughs when messages array is empty", async () => {
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const guardrail = createGuardrail();
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const payload = createPayload({ messages: [] });
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const result = await guardrail.preCall(payload, createContext());
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assert.strictEqual(result.block, false);
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});
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// ── VB-S01: Single image processing ─────────────────────────────────────────
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test("VB-S01: replaces image with description for non-vision model", async () => {
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mockVisionResponse = "A beautiful sunset over the ocean";
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const guardrail = createGuardrail();
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const payload = createPayload({
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model: "minimax/minimax-01",
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messages: [
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{
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role: "user",
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content: [
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{ type: "text", text: "What is in this image?" },
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{
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type: "image_url",
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image_url: { url: "https://example.com/image.png" },
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},
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],
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},
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],
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});
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const result = await guardrail.preCall(payload, createContext({ model: "minimax/minimax-01" }));
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assert.strictEqual(result.block, false);
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assert.ok(result.modifiedPayload);
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const modified = result.modifiedPayload as {
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messages: Array<{ content: unknown[] }>;
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};
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const content = modified.messages[0].content as Array<{
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type: string;
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text?: string;
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}>;
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const imagePart = content.find((p) => p.type === "image_url");
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assert.strictEqual(imagePart, undefined);
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const descriptionPart = content.find((p) => p.type === "text" && p.text?.includes("sunset"));
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assert.ok(descriptionPart);
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});
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// ── VB-S04: Multiple images ─────────────────────────────────────────────────
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test("VB-S04: processes multiple images and concatenates descriptions", async () => {
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let callIdx = 0;
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const descriptions = ["A cute cat", "A playful dog", "A colorful bird"];
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const guardrail = new VisionBridgeGuardrail({
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deps: {
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getSettings: async () => mockSettings,
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callVisionModel: async () => {
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const desc = descriptions[callIdx] || "Unknown image";
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callIdx++;
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return desc;
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},
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},
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});
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const payload = createPayload({
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model: "minimax/minimax-01",
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messages: [
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{
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role: "user",
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content: [
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{ type: "text", text: "Describe these images" },
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{
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type: "image_url",
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image_url: { url: "https://example.com/cat.png" },
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},
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{
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type: "image_url",
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image_url: { url: "https://example.com/dog.png" },
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},
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{
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type: "image_url",
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image_url: { url: "https://example.com/bird.png" },
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},
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],
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},
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],
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});
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const result = await guardrail.preCall(payload, createContext({ model: "minimax/minimax-01" }));
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assert.strictEqual(result.block, false);
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assert.ok(result.modifiedPayload);
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assert.strictEqual(callIdx, 3);
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const modified = result.modifiedPayload as {
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messages: Array<{ content: unknown[] }>;
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};
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const content = modified.messages[0].content as Array<{
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type: string;
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text?: string;
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}>;
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assert.ok(content.some((p) => p.type === "text" && p.text?.includes("[Image 1]")));
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assert.ok(content.some((p) => p.type === "text" && p.text?.includes("[Image 2]")));
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assert.ok(content.some((p) => p.type === "text" && p.text?.includes("[Image 3]")));
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});
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// ── VB-S03: Fail-open on vision error ──────────────────────────────────────
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test("VB-S03: preserves the original image when the vision API fails (#4012)", async () => {
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shouldVisionFail = true;
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const guardrail = createGuardrail();
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const payload = createPayload({
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model: "minimax/minimax-01",
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messages: [
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{
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role: "user",
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content: [
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{ type: "text", text: "What is this?" },
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{
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type: "image_url",
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image_url: { url: "https://example.com/image.png" },
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},
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],
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},
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],
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});
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const result = await guardrail.preCall(payload, createContext({ model: "minimax/minimax-01" }));
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assert.strictEqual(result.block, false);
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const modified = (result.modifiedPayload ?? payload) as {
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messages: Array<{ content: unknown[] }>;
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};
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const content = modified.messages[0].content as Array<{
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type: string;
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text?: string;
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}>;
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// #4012: a failed describe must NOT replace the image with an "(unavailable)"
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// stub — the original image is preserved so a vision-capable upstream can see it.
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const imagePart = content.find((p) => p.type === "image_url");
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assert.ok(imagePart, "original image_url part must be preserved on describe failure");
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const unavailPart = content.find((p) => p.type === "text" && p.text?.includes("unavailable"));
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assert.strictEqual(unavailPart, undefined);
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});
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test("VB-S03: logs warning when vision API fails", async () => {
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shouldVisionFail = true;
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let warningLogged = false;
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const guardrail = createGuardrail();
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const payload = createPayload({
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model: "minimax/minimax-01",
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messages: [
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{
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role: "user",
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content: [
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{
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type: "image_url",
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image_url: { url: "https://example.com/image.png" },
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},
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],
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},
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],
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});
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const mockLog = {
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warn: (_tag: string, msg: string) => {
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if (msg.includes("Failed to get description")) {
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warningLogged = true;
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}
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},
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};
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await guardrail.preCall(
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payload,
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createContext({
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model: "minimax/minimax-01",
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log: mockLog as GuardrailContext["log"],
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})
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);
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assert.strictEqual(warningLogged, true);
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});
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// ── VB-S07: Base64 image format ─────────────────────────────────────────────
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test("VB-S07: handles base64 image format", async () => {
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mockVisionResponse = "An image description";
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const guardrail = createGuardrail();
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const payload = createPayload({
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model: "minimax/minimax-01",
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messages: [
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{
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role: "user",
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content: [
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{
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type: "image",
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source: {
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type: "base64",
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media_type: "image/png",
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data: "iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR42mNk+M9QDwADhgGAWjR9awAAAABJRU5ErkJggg==",
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},
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},
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],
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},
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],
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});
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const result = await guardrail.preCall(payload, createContext({ model: "minimax/minimax-01" }));
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assert.strictEqual(result.block, false);
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assert.ok(result.modifiedPayload);
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});
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// ── VB-S09: Image count limit ───────────────────────────────────────────────
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test("VB-S09: respects maxImages setting", async () => {
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mockSettings.visionBridgeMaxImages = 2;
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const guardrail = createGuardrail();
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const images = Array.from({ length: 5 }, (_, i) => ({
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type: "image_url" as const,
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image_url: { url: `https://example.com/image${i}.png` },
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}));
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const payload = createPayload({
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model: "minimax/minimax-01",
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messages: [
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{
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role: "user",
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content: [{ type: "text", text: "Describe these" }, ...images],
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},
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],
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});
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await guardrail.preCall(payload, createContext({ model: "minimax/minimax-01" }));
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// Should only call vision API for 2 images (maxImages=2)
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assert.strictEqual(visionCallCount, 2);
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});
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// ── VB-S10: Meta information returned ───────────────────────────────────────
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test("VB-S10: returns meta with imagesProcessed count", async () => {
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mockVisionResponse = "A test description";
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const guardrail = createGuardrail();
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const payload = createPayload({
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model: "minimax/minimax-01",
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messages: [
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{
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role: "user",
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content: [
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{ type: "text", text: "What is this?" },
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{
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type: "image_url",
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image_url: { url: "https://example.com/a.png" },
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},
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{
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type: "image_url",
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image_url: { url: "https://example.com/b.png" },
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},
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],
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},
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],
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});
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const result = await guardrail.preCall(payload, createContext({ model: "minimax/minimax-01" }));
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assert.ok(result.meta);
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assert.ok(typeof result.meta === "object");
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const meta = result.meta as Record<string, unknown>;
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assert.strictEqual(meta.imagesProcessed, 2);
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assert.ok(Array.isArray(meta.descriptions));
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assert.strictEqual((meta.descriptions as string[]).length, 2);
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assert.strictEqual(typeof meta.processingTimeMs, "number");
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assert.strictEqual(meta.visionModel, "openai/gpt-4o-mini");
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});
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// ── VB-S11: Combo mapping forces vision processing despite vision-capable model ──
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test("VB-S11: processes images when vision-capable model has combo mapping", async () => {
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mockVisionResponse = "A description from combo-mapped vision bridge";
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const guardrail = createGuardrail({
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deps: {
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checkModelHasComboMapping: async (_model: string) => true,
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},
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});
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const payload = createPayload({
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model: "openai/gpt-4o",
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messages: [
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{
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role: "user",
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content: [
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{ type: "text", text: "What is this?" },
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{
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type: "image_url",
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image_url: { url: "https://example.com/image.png" },
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},
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],
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},
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],
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});
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const startCallCount = visionCallCount;
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const result = await guardrail.preCall(payload, createContext({ model: "openai/gpt-4o" }));
|
|
|
|
// Vision bridge should have processed the image
|
|
assert.strictEqual(result.block, false);
|
|
assert.ok(visionCallCount > startCallCount, "Expected vision model to be called");
|
|
assert.ok(
|
|
result.modifiedPayload !== undefined,
|
|
"Expected modifiedPayload when combo mapping forces vision bridge"
|
|
);
|
|
});
|
|
|
|
test("VB-S11b: passthroughs when vision-capable model has NO combo mapping", async () => {
|
|
const guardrail = createGuardrail({
|
|
deps: {
|
|
checkModelHasComboMapping: async (_model: string) => false,
|
|
},
|
|
});
|
|
|
|
const payload = createPayload({
|
|
model: "openai/gpt-4o",
|
|
messages: [
|
|
{
|
|
role: "user",
|
|
content: [
|
|
{ type: "text", text: "What is this?" },
|
|
{
|
|
type: "image_url",
|
|
image_url: { url: "https://example.com/image.png" },
|
|
},
|
|
],
|
|
},
|
|
],
|
|
});
|
|
|
|
const result = await guardrail.preCall(payload, createContext({ model: "openai/gpt-4o" }));
|
|
|
|
// Vision bridge should skip (passthrough) since model supports vision and no combo mapping
|
|
assert.strictEqual(result.block, false);
|
|
assert.strictEqual(result.modifiedPayload, undefined);
|
|
assert.strictEqual(visionCallCount, 0);
|
|
});
|