Exa Semantic Research

Perform conceptual web searches with cited sources using exa_search.

8|2|Updated Dec 11, 2025
One-click install
npx skills add https://github.com/djinilabs/helpmaton --skill exa-semantic-research
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Exa Semantic Research
Source: https://github.com/djinilabs/helpmaton/tree/main/apps/backend/src/skills/exa-semantic-research
Command: npx skills add https://github.com/djinilabs/helpmaton --skill exa-semantic-research

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill addresses the challenge of finding conceptual and semantic information on the web, going beyond simple keyword matching to understand the underlying meaning of queries and providing cited sources for accuracy.

Core Features & Use Cases

  • Conceptual Search: Utilizes semantic understanding to find information related to concepts and relationships, not just keywords.
  • Source Citation: Automatically cites sources (URLs, titles) for all claims and findings, ensuring verifiability.
  • Combined Search: Can be used in conjunction with keyword-based web search for broader and more comprehensive research.
  • Use Case: A researcher needs to understand the different theoretical approaches to a complex topic. This Skill can find and summarize these approaches, citing academic papers or reputable articles for each.

Quick Start

Use exa_search to find conceptual information about the main approaches to implementing feature flags.

Frequently Asked Questions about Exa Semantic Research

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How does semantic web search find conceptual information beyond simple keyword matching?

Semantic web search uses conceptual understanding to find information based on relationships and underlying meaning rather than just keywords. It identifies relevant sources by analyzing the context of your query to retrieve more accurate in-depth results.

Can I get cited sources for claims when performing conceptual research online?

Yes, semantic research automatically cites sources for all claims and findings. It provides verifiable URLs and titles alongside the summarized information, ensuring the conceptual data you gather for comparative analysis is accurate and traceable.

What is the best way to combine semantic search with keyword-based web search for research?

You can integrate advanced semantic querying with broader keyword-based web search to achieve comprehensive research coverage. Using both methods together retrieves both conceptually related sources and exact keyword matches for in-depth information gathering.

Does semantic search work for comparative analysis and in-depth information gathering scenarios?

Semantic search is highly effective for comparative analysis and in-depth information gathering. It can find and summarize different theoretical approaches to complex topics, citing reputable articles and academic papers for each conceptual perspective.

Do I need the exa_search tool to perform conceptual web searches?

Yes, advanced conceptual web searches require the exa_search tool to perform semantic querying. Optional integration with search_web is also available if you want to expand your research with broader keyword-based coverage.

When should I not use semantic search for web research?

Semantic search may not be ideal for simple keyword lookup tasks where exact phrase matching is required. If your research needs are limited to finding specific text strings rather than understanding conceptual relationships, standard keyword search is more efficient.