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parallel-web

Search the web, extract URL content, and generate research reports via Parallel Web Systems APIs.

Updated Mar 10, 2026
Search Tags:#research#web search#information gathering#content extraction#parallel api
One-click install
npx skills add https://github.com/Yezez9/Research-Agent --skill parallel-web-yezez9
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: parallel-web
Source: https://github.com/Yezez9/Research-Agent/tree/main/scientific-skills/parallel-web
Command: npx skills add https://github.com/Yezez9/Research-Agent --skill parallel-web-yezez9

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires openai, parallel-web, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides a robust interface for searching the web, extracting content from URLs, and performing deep research, serving as the primary tool for all web-related information gathering.

Core Features & Use Cases

  • Web Search: Perform general web searches and receive synthesized summaries with citations.
  • Deep Research: Generate comprehensive research reports on complex topics.
  • URL Extraction: Extract specific content or full text from given URLs for verification.
  • Use Case: When asked to research the "latest advancements in renewable energy policy," this Skill will search the web, synthesize findings from multiple sources, and provide a summarized report with citations.

Quick Start

Use the parallel-web skill to search the web for 'latest advancements in quantum computing 2025'.

Frequently Asked Questions about parallel-web

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

FAQPage Schema
How do I perform deep research and synthesize web content using natural language queries?▼

To perform deep research and synthesize web content, use this Skill to query Parallel Web Systems APIs with natural language, retrieving summarized reports with citations from multiple sources.

What is the best way to extract specific content or full text from a given URL?▼

The best way to extract specific content from a URL is to use this Skill's URL extraction feature, which fetches and structures full text or targeted data from specified web addresses for verification.

Do I need a PARALLEL_API_KEY to enable web search and information gathering?▼

Yes, you need a PARALLEL_API_KEY environment variable configured, alongside the openai and parallel-web Python packages, to enable web search and information gathering capabilities.

Can I generate comprehensive research reports on complex topics with citations?▼

Yes, you can generate comprehensive research reports on complex topics by requesting deep research, which searches the web, synthesizes findings from multiple sources, and provides a summarized report with citations.

How does parallel-web handle structured data extraction from specified URLs?▼

Parallel-web handles structured data extraction by querying the Parallel Web Systems APIs with natural language to retrieve and format specific content or full text directly from the provided URLs.

Are there limitations when using parallel-web for general web searches?▼

General web searches depend on the Parallel Web Systems APIs and require Python packages like openai and parallel-web; without the PARALLEL_API_KEY environment variable, information gathering and synthesis will not function.

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