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By parallel-web

migrate-to-parallel

parallel-web2.5k installs

Switch your app to Parallel without losing behavior.

What it does

Replaces existing web-data providers with Parallel integrations and verifies that application behavior is preserved.

When to use it

Use when replacing Exa, Tavily, Perplexity, or Firecrawl integrations, auditing remaining provider usage, or completing an unfinished migration.

How to use it

Give it a codebase with an existing web-data integration; it migrates supported behavior to Parallel, updates tests and configuration, and reports verification and blockers.

What you provide

  • An existing project

Uses

Good to know

  • cannot be undone: Parallel

Latest review

What you need · 2

Python 3.9 or newer enables the bundled standard-library scanner; equivalent repository searches are permitted when it is unavailable.

The Parallel SDK reads PARALLEL_API_KEY from the environment. Local migration can proceed without live verification; a live smoke test requires an available key and explicit authorization.


Access · 2

This skill

Parallel

Write

Sends paid smoke-test queries (irreversible)

official API documentation

Read

Consults current API documentation