Parallel.ai Search 🔬

High-accuracy web search API built for AI agents. Outperforms Perplexity/Exa on research benchmarks.

Features

• Three search modes for different use cases:
  • one-shot — Default, balanced accuracy
  • fast ⚡ — Lower latency/cost for quick lookups
  • agentic — Multi-hop reasoning for complex research
• Rich excerpts with citations
• Optimized for LLM context efficiency

Installation

# Install via ClawHub
clawhub install parallel

Usage

# Default search
python3 scripts/search.py "Who founded OpenAI?" --max-results 5

# Fast mode (new!) ⚡
python3 scripts/search.py "latest AI news" --mode fast

# Agentic mode for deep research
python3 scripts/search.py "compare transformer architectures" --mode agentic

API Reference

• Docs: https://docs.parallel.ai
• Platform: https://platform.parallel.ai

Changelog

1.1.0 (2026-02-12)

• Added fast mode (--mode fast) for lower latency/cost searches
• Added mode comparison table to docs

1.0.1

• Initial release with one-shot and agentic modes