About Parallel Web Systems

Parallel develops web infrastructure for AI agents. We provide a vertically integrated stack — from proprietary crawling and indexing to search, extraction, reasoning, and monitoring — purpose-built for AI systems that need accurate, fresh, traceable information from the open web.

Parallel: your project must actively use Parallel's Search API at runtime — for example, via the official parallel-web SDK (Python or TypeScript), a supported integration such as the Vercel AI SDK's @parallel-web/ai-sdk-tools or LangChain's ParallelWebSearchTool, or a Grounding configuration using Parallel Web Search as the search provider. Referencing Parallel in your README alone does not satisfy this requirement — the integration must be present in your code.

Resources

• Products available in Gemini Enterprise Agent Platform

• Grounding Gemini Models in Web Data / Web Search for AI: Grounding with Parallel Search

• Gemini Enterprise integration guide

• Parallel Search API

• Search API quickstart

• Parallel Search & Extract MCP Server

• Other helpful tools

• Parallel CLI

• Get full or compressed contents from a URL: Extract API

• High-volume data enrichment and deep research from the web: Task API

• Monitor the open web and receive alerts based on changes/new information: Monitor API

• Test Parallel’s products in the Parallel Playground

• Learn more about Parallel