Parallel

• AI optimized web search API
• Deep web research with structured outputs
• OpenAI compatible Responses API
• Full webpage and PDF content extraction
• Real time web citations and source attribution
• Web monitoring for ongoing information changes
• Find All API for structured entity discovery
• Flexible research processors for different complexity levels
• Fast search with compressed, information dense excerpts
• Enterprise security, governance, and scalable API infrastructure

Parallel is an AI web infrastructure platform built specifically for AI agents, applications, and automated workflows that need reliable access to current information on the internet. Instead of relying only on information contained in an AI model’s training data, developers can use Parallel APIs to search the live web, retrieve page content, conduct research, and generate answers supported by sources.

The platform provides several specialized APIs for different research requirements. Its Search API delivers ranked web results and compressed excerpts for fast information retrieval. The Extract API retrieves content directly from webpages, including complex pages and PDFs. The Task API is designed for deeper research and structured data enrichment, making it useful for database building and workflow automation.

Parallel also offers a Responses API that provides cited answers from the live web using an OpenAI compatible interface. This makes it easier for developers already working with OpenAI style SDKs to integrate web grounded research into their applications. The platform supports structured JSON, streaming, citations, and multi turn conversations.

For ongoing intelligence, the Monitor API can track changes involving topics, companies, events, or other web signals. The Find All API can help create structured datasets by identifying entities that match a particular query. These capabilities make Parallel useful for research systems, AI assistants, coding agents, financial applications, sales tools, and enterprise automation.

Parallel uses pay as you go pricing rather than traditional subscription based usage. New users can run up to 5,000 requests per month for free, while paid API usage is charged according to the selected service and processing level.

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