Parallel
Web research APIs for AI: search, extract, multi-hop research tasks, entity discovery (FindAll), and web monitoring.
Connect it
In Keystile Automations → Connections → New connection, choose Parallel and sign in. Your AI tools and workflows then use it through Keystile; they never see the password or key.How connecting works.
Try it from your AI tool
Using Keystile, in Parallel: chat completion (Get a chat completion using a Parallel processor. OpenAI-compatible interface; processor names like 'speed', 'base', 'core', 'pro', 'ultra' map to Parallel tiers).What it can do (9 actions)
| Action | What it does | Changes data |
|---|---|---|
| Chat Completion | Get a chat completion using a Parallel processor. OpenAI-compatible interface; processor names like 'speed', 'base', 'core', 'pro', 'ultra' map to Parallel tiers. | |
| Create FindAll Run | Discover and verify entities matching plain-language criteria. Match conditions can be supplied directly or auto-generated from the objective. | |
| Create Task Run | Initiate a Parallel research task. Returns immediately with a queued run; use Get Task Run Result to wait for completion. | |
| Custom API Call | Make a custom API call to a specific endpoint | Yes |
| Extract Web Content | Extract clean, citation-aware content from specific web URLs. Up to 20 URLs per request. | |
| Get FindAll Result | Return the current snapshot of matched candidates for a FindAll run, including any enrichment fields. | |
| Get Task Run Result | Retrieve a task run result by run ID. Blocks until the run completes (or until the timeout is reached). | |
| Get Task Run Status | Retrieve the current status of a task run by its ID. | |
| Search the Web | Search the web with natural-language objectives. Returns LLM-optimized excerpts with citations. |
How Keystile protects it
Every Parallel action is checked before it runs, whether it comes from an AI tool or a workflow. 1 of its actions change data; your rules, limits and budgets decide whether each is allowed, held for a person or stopped, and it all goes into the signed record.
Use Parallel with your AI assistant — safelyClaude, Cursor or ChatGPT do the work; Keystile checks every action first.
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