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Parallel

Prefer run-task/search/extract primitives and avoid monitor/stream complexity for agent workflows.

Recently updated
2 days ago
0 community mentions
Entry · Deepline integration

Tasks you can run with Parallel on Deepline

Parallel is wired into Deepline. 7 actions are available out of the box, runnable from the CLI or as a column step in an enrichment spreadsheet.

Quick start

deepline enrich --input leads.csv --output leads.enriched.csv --with 'result=parallel_get_task_run:{"run_id":"{{run_id}}"}' --json
Prefer run-task/search/extract primitives and avoid monitor/stream complexity for agent workflows.

Available actions

Get Task Run

Checking status and metadata for a Parallel run

deepline enrich --input leads.csv --output leads.enriched.csv --with 'result=parallel_get_task_run:{"run_id":"{{run_id}}"}' --json
fixed0 credits/unit

Parallel Extract

Extracting structured data from web pages via Parallel

deepline enrich --input leads.csv --output leads.enriched.csv --with 'result=parallel_extract:{"urls":["{{urls}}"]}' --json
per_result0.02 credits/unit

Parallel Findall Run Result

Fetching FindAll run results

deepline enrich --input leads.csv --output leads.enriched.csv --with 'result=parallel_findall_run_result:{"findall_id":"{{findall_id}}"}' --json
fixed0 credits/unit

Parallel Retrieve Findall Run Status

Polling FindAll run status

deepline enrich --input leads.csv --output leads.enriched.csv --with 'result=parallel_retrieve_findall_run_status:{"findall_id":"{{findall_id}}"}' --json
fixed0 credits/unit

Parallel Run Findall

Running FindAll end-to-end and returning results when available

deepline enrich --input leads.csv --output leads.enriched.csv --with 'result=parallel_run_findall:{"objective":"Find recent fintech leads with strong fit signals.","entity_type":"companies","match_conditions":[{"name":"industry","description":"fintech software"}]}' --json
per_result0.42 credits/unit

Parallel Run Task

Deep research for hard to find signals that could be missed by traditional enrichment.

deepline enrich --input leads.csv --output leads.enriched.csv --with 'result=parallel_run_task:{"input":"{{input}}"}' --json
fixed0.07 credits/unit

Parallel Search

Search for hard to find signals.

deepline enrich --input leads.csv --output leads.enriched.csv --with 'result=parallel_search:{"objective":"Find recent fintech announcements and analyst reports."}' --json
per_result0.02 credits/unit
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