Exa Local Dev Loop

Exa Local Dev Loop

Overview

Set up a fast, reproducible local development workflow for Exa integrations. Covers project structure, mock responses for unit tests, integration test patterns, and hot-reload configuration.

Prerequisites

• exa-js installed and EXA_API_KEY configured
• Node.js 18+ with npm/pnpm
• vitest for testing (or jest)

Instructions

Step 1: Project Structure

my-exa-project/
├── src/
│   ├── exa/
│   │   ├── client.ts       # Singleton Exa client
│   │   ├── search.ts       # Search wrappers
│   │   └── types.ts        # Typed interfaces
│   └── index.ts
├── tests/
│   ├── exa.unit.test.ts    # Mock-based unit tests
│   └── exa.integration.test.ts  # Real API tests (needs key)
├── .env.local              # Local secrets (git-ignored)
├── .env.example            # Template for team
├── tsconfig.json
├── vitest.config.ts
└── package.json

Step 2: Package Setup

{
  "scripts": {
    "dev": "tsx watch src/index.ts",
    "test": "vitest",
    "test:unit": "vitest --testPathPattern=unit",
    "test:integration": "vitest --testPathPattern=integration",
    "build": "tsc"
  },
  "dependencies": {
    "exa-js": "^1.0.0"
  },
  "devDependencies": {
    "tsx": "^4.0.0",
    "vitest": "^2.0.0",
    "typescript": "^5.0.0"
  }
}

Step 3: Mock Exa for Unit Tests

// tests/exa.unit.test.ts
import { describe, it, expect, vi, beforeEach } from "vitest";

// Mock the exa-js module
vi.mock("exa-js", () => {
  return {
    default: vi.fn().mockImplementation(() => ({
      search: vi.fn().mockResolvedValue({
        results: [
          { url: "https://example.com/1", title: "Test Result 1", score: 0.95 },
          { url: "https://example.com/2", title: "Test Result 2", score: 0.87 },
        ],
      }),
      searchAndContents: vi.fn().mockResolvedValue({
        results: [
          {
            url: "https://example.com/1",
            title: "Test Result 1",
            score: 0.95,
            text: "This is the full text content of the page.",
            highlights: ["Key excerpt from the page"],
            summary: "A summary of the page content.",
          },
        ],
      }),
      findSimilar: vi.fn().mockResolvedValue({
        results: [
          { url: "https://similar.com/1", title: "Similar Page", score: 0.82 },
        ],
      }),
      getContents: vi.fn().mockResolvedValue({
        results: [
          { url: "https://example.com/1", title: "Page", text: "Content" },
        ],
      }),
    })),
  };
});

import Exa from "exa-js";

describe("Exa Search", () => {
  let exa: any;

  beforeEach(() => {
    exa = new Exa("test-key");
  });

  it("should return search results", async () => {
    const result = await exa.search("test query", { numResults: 5 });
    expect(result.results).toHaveLength(2);
    expect(result.results[0].score).toBeGreaterThan(0.9);
  });

  it("should return content with searchAndContents", async () => {
    const result = await exa.searchAndContents("test", { text: true });
    expect(result.results[0].text).toBeDefined();
    expect(result.results[0].highlights).toHaveLength(1);
  });
});

Step 4: Integration Tests (Real API)

// tests/exa.integration.test.ts
import { describe, it, expect } from "vitest";
import Exa from "exa-js";

// Skip if no API key available (CI without secrets)
const describeWithKey = process.env.EXA_API_KEY
  ? describe
  : describe.skip;

describeWithKey("Exa Integration", () => {
  const exa = new Exa(process.env.EXA_API_KEY!);

  it("should execute a basic search", async () => {
    const result = await exa.search("test connectivity", { numResults: 1 });
    expect(result.results.length).toBeGreaterThanOrEqual(1);
    expect(result.results[0].url).toMatch(/^https?:\/\//);
  }, 10000); // 10s timeout for API calls

  it("should return text content", async () => {
    const result = await exa.searchAndContents("TypeScript tutorial", {
      numResults: 1,
      text: { maxCharacters: 500 },
    });
    expect(result.results[0].text).toBeDefined();
    expect(result.results[0].text!.length).toBeGreaterThan(0);
  }, 15000);

  it("should find similar pages", async () => {
    const result = await exa.findSimilar("https://nodejs.org", {
      numResults: 3,
    });
    expect(result.results.length).toBeGreaterThanOrEqual(1);
  }, 10000);
});

Step 5: Environment Configuration

set -euo pipefail
# Create .env.example template (commit this)
cat > .env.example << 'EOF'
# Exa API — get key at https://dashboard.exa.ai
EXA_API_KEY=
EOF

# Create local env (git-ignored)
cp .env.example .env.local
echo "EXA_API_KEY=your-key-here" > .env.local

Error Handling

Examples

Vitest Config for Exa Projects

// vitest.config.ts
import { defineConfig } from "vitest/config";

export default defineConfig({
  test: {
    globals: true,
    environment: "node",
    testTimeout: 15000,   // Exa API calls can take a few seconds
    setupFiles: ["dotenv/config"],
  },
});

Resources

• Vitest Documentation
• tsx Documentation
• exa-js on npm

Next Steps

See exa-sdk-patterns for production-ready code patterns.