parallel

Installation
SKILL.md

Parallel.ai - High-Accuracy Web Research Platform

Deep web research platform with 7 APIs built for AI agents. Outperforms Perplexity and Exa on research benchmarks with rich excerpts, citations, and source provenance.

Setup

pip install -r {baseDir}/requirements.txt

Requires PARALLEL_API_KEY environment variable. Get a key at https://platform.parallel.ai

Optional: BROWSERUSE_API_KEY for authenticated page access via browser-use.com (see Authenticated Sources section below).

Security Notes

  • API keys are loaded from environment variables only - never hardcoded in scripts
  • User input is safely escaped before API calls (no JSON injection)
  • Dependencies are pinned in requirements.txt to prevent supply chain attacks
Installs
12
GitHub Stars
15
First Seen
Jan 29, 2026