Add Enrichment to FindAll RunTool to add an enrichment to a FindAll run.
Add Runs to Task GroupTool to initiate multiple task runs within a TaskGroup.
Cancel FindAll RunTool to cancel an active FindAll run by findall_id.
Create Chat CompletionsTool to get realtime chat completions from Parallel AI.
Create MonitorTool to create a web monitor that periodically runs the specified query.
Create Task GroupTool to create a new task group.
Create Task RunTool to create and initiate a task run.
Delete MonitorTool to delete a monitor, stopping all future executions.
Extend FindAll RunTool to extend a FindAll run by adding additional matches to the current match limit.
Extract Content from URLsTool to extract relevant content from specific web URLs.
Extract Web ContentExtract excerpts or full content from known web URLs with Parallel's current stable Extract API.
Fetch Task Group RunsFetch Task Group run events from a resumable stream, optionally filtering by status and including inputs and outputs.
Start FindAll RunTool to start a FindAll run.
Generate Grounded ResponseGenerate a synchronous answer grounded in live web research with URL citation annotations.
Get FindAll Run ResultTool to fetch the final (or latest available) FindAll candidates and result payload for a run.
Get FindAll Run SchemaTool to retrieve the schema configuration of a FindAll run by findall_id.
Get MonitorRetrieve a monitor's configuration and runtime state by ID using Parallel's current stable Monitor API.
Get Task GroupRetrieve a current stable-API snapshot of a Task Group's aggregate run counts and status.
Ingest FindAll RunTool to transform a natural language search objective into a structured FindAll specification.
List Current MonitorsList monitors from Parallel's current stable Monitor API, newest first, with optional type and status filters.
List Monitor EventsTool to list events for a monitor from up to the last 300 event groups.
List MonitorsList monitors with their configuration and current state.
List Task Group RunsCollect Task Group runs from the current stable API's resumable event stream, optionally including structured inputs and outputs.
List Task Run EventsCollect progress and state events from a Task Run using the current stable API.
Make DecisionsAnswer 1-100 named predicate, choice, or score questions from shared state using current web evidence.
Retrieve Event GroupTool to retrieve an event group for a monitor.
Retrieve FindAll Run StatusTool to retrieve status and metadata for a FindAll run by findall_id.
Retrieve MemoryRetrieve relevant memories ranked against a query, or recent memories when the query is empty or omitted.
Retrieve MonitorTool to retrieve a specific monitor by ID.
Retrieve Task GroupTool to retrieve details of a specific task group.
Retrieve Task Group RunTool to retrieve run status by run_id for a task group.
Retrieve Task RunTool to retrieve run status by run_id.
Retrieve Task Run InputTool to retrieve the input data of a specific task run by run_id.
Retrieve Task Run ResultTool to retrieve the result of a task run by run_id, blocking until the run completes.
Parallel SearchTool to perform parallel semantic search.
Search WebSearch the web with Parallel's current stable Search API and return ranked results with markdown excerpts.
Simulate EventTool to simulate sending an event for a monitor.
Stream FindAll EventsCollect FindAll run events, including candidate discovery, matching progress and run status, and return them as a list after the event stream ends.
Stream Task Group EventsCollect Task Group events, including group status and task run updates, and return them as a list after the event stream ends.
Stream Task Run EventsCollect Task Run events, including progress updates and state changes, and return them as a list after the event stream ends.
Suggest TaskTool to suggest tasks based on user intent.
Update MonitorTool to update a monitor's configuration.