Parallel offers a Task API for automated, structured web research, transforming natural language queries into precise, schema-compliant outputs.
Tools
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.
Get Findall Run Result
Tool to fetch the final (or latest available) FindAll candidates and result payload for a run. Use when you need to retrieve matched/unmatched candidates after a FindAll run has progressed or completed.
Retrieve Findall Run Status
Tool to retrieve status and metadata for a FindAll run by findall_id. Use when you need to poll or check the progress of a FindAll run that was previously created.
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.