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By langchain-ai

swarm

langchain-ai

Process independent work in parallel, then merge the results.

parallel task processing

What it does

Processes independent work items in parallel and merges their structured results into a table.

When to use it

Use when many independent items can be processed in parallel.

How to use it

Give it independent source items and the work to perform; it dispatches the work and returns merged results for aggregation.

What you provide

  • Your files

Access · 0

No additional actions listed in the analysis.

Good to know

  • starts one helper agent per item, so the count depends on the work

What you need · 1

Requires the @langchain/quickjs code interpreter.


About this skill

Visibility
Public
Repository
langchain-ai/langchain-skills
Created
Oct 8, 2026
Updated
Oct 8, 2026
Files
9