parallel

# Parallel.ai 🔬 High-accuracy web search API built for AI agents. Outperforms Perplexity/Exa on research benchmarks. ## Setup ```bash pip install parallel-web ``` API key is configured. Uses Python SDK. ```python from parallel import Parallel client = Parallel(api_key="YOUR_KEY") response = client.beta.search( mode="one-shot", max_results=10, objective="your query" ) ``` ## Quick Usage ```bash # Search with Python SDK python3 {baseDir}/scripts/search.py "Who is the CEO of Anthropic?" --max-results 5 # JSON output python3 {baseDir}/scripts/search.py "latest AI news" --json ``` ## Response Format Returns structured results with: - `search_id` - unique search identifier - `results[]` - array of results with: - `url` - source URL - `title` - page title - `excerpts[]` - relevant text excerpts - `publish_date` - when available - `usage` - API usage stats ## When to Use - **Deep research** requiring cross-referenced facts - **Company/person research** with citations - **Fact-checking** with evidence-based outputs - **Complex queries** that need multi-hop reasoning - Higher accuracy than traditional search for research tasks ## API Reference Docs: https://docs.parallel.ai Platform: https://platform.parallel.ai