Parallel web search and research automation
Receive Task / Monitor completion events from Parallel. Parallel webhooks are configured inline on create requests (no separate registerable webhook API), so this provisions a NoClick webhook URL that the user supplies in the `webhook` object when creating a Task or Monitor. HMAC signature verification is supported.
2 fields
Run a one-shot web search returning ranked URLs with LLM excerpts.
Extract clean markdown excerpts from a list of URLs.
Start a deep-research / enrichment task run.
4 fields
Retrieve a task run object and its status.
1 field
Retrieve a completed task run result (blocks until the run finishes or timeout expires).
Retrieve the original input submitted for a task run.
Stream real-time progress events for an individual task run via SSE.
Create a batch group to run many task runs together.
Add one or more task runs to an existing group.
3 fields
List runs in a task group.
Stream real-time events for a task group while runs are active (SSE).
Retrieve a task group's status and aggregate progress.
Retrieve a single run within a task group.
Discover verified entities matching plain-language criteria.
6 fields
Transform a natural-language objective into a structured FindAll spec (suggested starting point).
Poll a FindAll run's status.
Get discovered entities / candidates for a FindAll run.
Add column enrichments to a FindAll run's discovered entities.
Find more entities beyond the original match limit.
Cancel an in-progress FindAll run.
Synchronous real-time people / company lookup.
Set up continuous web tracking.
List monitors (cursor pagination).
Retrieve a single monitor.
Update a monitor's config.
List detected change events for a monitor.
Manually trigger a monitor check now.
Stop / cancel a monitor.
Simulate a monitor event to test webhook delivery without waiting for a real run.
OpenAI-compatible chat completion backed by Parallel web research (Beta).
Wire Parallel into a coding agent and let it use these operations as tools.
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