Parallel
Parallel

Parallel offers a Task API for automated, structured web research, transforming natural language queries into precise, schema-compliant outputs.

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Tools

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Create Task Group

Tool to create a new task group. Use when batching multiple tasks for parallel execution.

Start Findall Run

Tool to start a FindAll run. Use when you need to discover and match entities based on natural-language objectives. Supports custom conditions, exclusion lists, and webhook callbacks.

Retrieve Task Group

Tool to retrieve details of a specific task group. Use when you have a valid task group ID and want to view its details.

Parallel Search

Tool to perform parallel semantic search. Use when you need to retrieve top matching documents for multiple queries in a single call.

Stream Task Group Events

Tool to stream events for a Task Group. Use when you want real-time updates of group status and run completions.

Suggest Task

Tool to suggest tasks based on user or project context. Use when you need task specifications generated from intent after providing context.