add-parallel

Integrate Parallel AI web search and task APIs into NanoDex.

Updated Mar 11, 2026
One-click install
npx skills add https://github.com/mbaker95/nanodex --skill add-parallel-mbaker95
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: add-parallel
Source: https://github.com/mbaker95/nanodex/tree/main/.agents/skills/add-parallel
Command: npx skills add https://github.com/mbaker95/nanodex --skill add-parallel-mbaker95

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill integrates advanced web search and deep research capabilities into NanoDex, allowing it to access and process real-time information from the internet for more comprehensive answers.

Core Features & Use Cases

  • Quick Web Search: Perform fast, factual lookups for current information.
  • Deep Research: Conduct in-depth analysis on complex topics using a dedicated task API.
  • Non-blocking Operations: Utilizes NanoDex's scheduler to avoid interrupting the main workflow while fetching results.
  • Use Case: Ask NanoDex to find the latest stock prices (quick search) or to research the historical impact of a specific economic policy (deep research).

Quick Start

Ask your assistant to search the web for the latest news on renewable energy.

Frequently Asked Questions about add-parallel

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

FAQPage Schema
How do I integrate web search into NanoDex for real-time data retrieval?

You can integrate web search into NanoDex by configuring the container and agent runner scripts with a Parallel AI API key, enabling real-time information retrieval and deep research task execution directly within the assistant workflow.

How does deep research work with a web search API in an AI assistant?

Deep research works by utilizing a dedicated task API to conduct in-depth analysis on complex topics. It operates non-blocking through NanoDex's scheduler, allowing the main workflow to continue while fetching comprehensive results.

Do I need a Parallel AI API key to use web search features in NanoDex?

Yes, a valid Parallel AI API key is required. You must update the container runner and agent runner scripts configuration to authenticate requests and enable both quick web search and deep research capabilities.

Can I perform non-blocking web searches without interrupting the main assistant workflow?

Yes, non-blocking web searches are supported through NanoDex's scheduler. This mechanism allows the assistant to fetch real-time data or conduct deep research asynchronously, avoiding interruptions to the primary workflow.

What is the difference between quick web search and deep research in an AI workflow?

Quick web search performs fast, factual lookups for current information, while deep research conducts in-depth analysis on complex topics using a dedicated task API. Both operate non-blocking via NanoDex's scheduler.

What are the limitations of using a scheduler for async web search tasks?

The primary limitation is dependency on the scheduler's capacity and external API rate limits. Complex deep research tasks may take longer to return results, although they run non-blocking to prevent main workflow interruption.