Skip to content
exa-hello-world logo

Exa Hello World

exa-hello-world

Create a minimal working Exa search example with real results.

SKILL.md

Full skill instructions

Exa Hello World

Overview

Minimal working examples demonstrating all core Exa search operations: basic search, search with contents, find similar, and get contents. Each example is runnable standalone.

Prerequisites

  • exa-js SDK installed (npm install exa-js)
  • EXA_API_KEY environment variable set
  • Node.js 18+ with ES module support

Instructions

Step 1: Basic Search (Metadata Only)

import Exa from "exa-js";

const exa = new Exa(process.env.EXA_API_KEY);

// Basic search returns URLs, titles, and scores — no page content
const results = await exa.search("best practices for building RAG pipelines", {
  type: "auto",       // auto | neural | keyword | fast | instant
  numResults: 5,
});

for (const r of results.results) {
  console.log(`[${r.score.toFixed(2)}] ${r.title}`);
  console.log(`  ${r.url}`);
}

Step 2: Search with Contents

// searchAndContents returns text, highlights, and/​or summary with each result
const results = await exa.searchAndContents(
  "how transformers work in large language models",
  {
    type: "neural",
    numResults: 3,
    text: { maxCharacters: 1000 },
    highlights: { maxCharacters: 500, query: "attention mechanism" },
    summary: { query: "explain transformers simply" },
  }
);

for (const r of results.results) {
  console.log(`## ${r.title}`);
  console.log(`URL: ${r.url}`);
  console.log(`Summary: ${r.summary}`);
  console.log(`Text preview: ${r.text?.substring(0, 200)}...`);
  console.log(`Highlights: ${r.highlights?.join(" | ")}`);
  console.log();
}

Step 3: Find Similar Pages

// findSimilar takes a URL and returns semantically similar pages
const similar = await exa.findSimilarAndContents(
  "https://arxiv.org/​abs/​2301.00234",
  {
    numResults: 5,
    text: { maxCharacters: 500 },
    excludeSourceDomain: true,
  }
);

console.log("Pages similar to the seed URL:");
for (const r of similar.results) {
  console.log(`  ${r.title} — ${r.url}`);
}

Step 4: Get Contents for Known URLs

// getContents retrieves page content for specific URLs
const contents = await exa.getContents(
  ["https://example.com/​article-1", "https://example.com/​article-2"],
  {
    text: { maxCharacters: 2000 },
    highlights: { maxCharacters: 500 },
    livecrawl: "preferred",
    livecrawlTimeout: 10000,
  }
);

for (const r of contents.results) {
  console.log(`${r.title}: ${r.text?.length} chars retrieved`);
}

Output

  • Working TypeScript file with Exa client initialization
  • Search results printed to console with titles, URLs, and scores
  • Content extraction (text, highlights, summary) demonstrated
  • Similarity search results from a seed URL

Error Handling

ErrorHTTP CodeCauseSolution
INVALID_API_KEY401API key missing or invalidCheck EXA_API_KEY env var
INVALID_REQUEST_BODY400Malformed parametersVerify parameter types match SDK docs
NO_MORE_CREDITS402Account credits depletedTop up at dashboard.exa.ai
429 Too Many Requests429Rate limit exceededWait and retry; default is 10 QPS
Empty results array200Query too narrow or filters too strictBroaden query or relax date/​domain filters

Examples

Complete Runnable Script

import Exa from "exa-js";

const exa = new Exa(process.env.EXA_API_KEY);

async function main() {
  // 1. Search
  const search = await exa.search("AI safety research", { numResults: 3 });
  console.log(`Found ${search.results.length} results\n`);

  // 2. Search with contents
  const detailed = await exa.searchAndContents("AI safety research", {
    numResults: 2,
    text: true,
    highlights: { maxCharacters: 300 },
  });
  console.log("First result text length:", detailed.results[0]?.text?.length);

  // 3. Find similar
  if (search.results[0]) {
    const similar = await exa.findSimilar(search.results[0].url, {
      numResults: 3,
    });
    console.log("\nSimilar pages:", similar.results.map(r => r.title));
  }
}

main().catch(console.error);

Resources

Next Steps

Proceed to exa-core-workflow-a for neural search patterns or exa-sdk-patterns for production-ready code.

More skills from jeremylongshore

openrouter-compliance-review logo
jeremylongshore/claude-code-plugins-plus-skills

openrouter-compliance-review

Review OpenRouter integration for regulatory compliance (SOC2, GDPR,

2.8K 0
View
maintainx-data-handling logo
jeremylongshore/claude-code-plugins-plus-skills

maintainx-data-handling

Data synchronization, ETL patterns, and data management for MaintainX.

2.8K 0
View
groq-core-workflow-a logo
jeremylongshore/claude-code-plugins-plus-skills

groq-core-workflow-a

Execute Groq primary workflow: chat completions with tool use and JSON

2.8K 0
View
validating-csrf-protection logo
jeremylongshore/claude-code-plugins-plus-skills

validating-csrf-protection

Validate CSRF protection implementations for security gaps. Use when

2.8K 0
View
api-contract logo
jeremylongshore/claude-code-plugins-plus-skills

api-contract

Configure this skill should be used when the user asks about "API contract",

2.8K 0
View
ideogram-incident-runbook logo
jeremylongshore/claude-code-plugins-plus-skills

ideogram-incident-runbook

Execute Ideogram incident response with triage, mitigation, and postmortem.

2.8K 0
View
gamma-sdk-patterns logo
jeremylongshore/claude-code-plugins-plus-skills

gamma-sdk-patterns

Reusable patterns for the Gamma REST API (no SDK exists).

2.8K 0
View
deepgram-sdk-patterns logo
jeremylongshore/claude-code-plugins-plus-skills

deepgram-sdk-patterns

Apply production-ready Deepgram SDK patterns for TypeScript and Python.

2.8K 0
View
openrouter-upgrade-migration logo
jeremylongshore/claude-code-plugins-plus-skills

openrouter-upgrade-migration

Migrate to OpenRouter from direct provider APIs or upgrade between SDK/model

2.8K 0
View
openrouter-common-errors logo
jeremylongshore/claude-code-plugins-plus-skills

openrouter-common-errors

Diagnose and fix common OpenRouter API errors. Use when encountering

2.8K 0
View
linear-cost-tuning logo
jeremylongshore/claude-code-plugins-plus-skills

linear-cost-tuning

Optimize Linear API usage, reduce unnecessary calls, and maximize

2.8K 0
View

Popular AI tools

Kaiber logo
Video

Kaiber

Generate, edit, and beat-sync AI video with leading models in one workspace.

Paid
View
Vimcal logo
Productivity

Vimcal

The world's fastest calendar for remote work

Free
View

Transform Your Design with AI Designer by ImgCreator.ai

Freemium
View
Akool AI logo
Content & writing

Akool AI

Revolutionizing Video Production with AI-Powered Creativity

Paid
View

Extend an image past the frame and let AI fill the new aspect ratio.

Freemium
View
StarByFace logo
Security

StarByFace

Discover your celebrity doppelgänger with StarByFace!

Free
View
C

ChainClarity explains 700+ crypto whitepapers in plain English, with layered summaries, comparisons, research tools, alerts, and a $4.99 Pro plan.

Freemium
View
Opus Clip logo
Coding & apps

Opus Clip

Opus.ai: Revolutionize Your Web Experience

Free
View