Chat with Parallel and automate it — create Task Group in Parallel, on demand or on a schedule. Connect with your own credentials, then use it across web, WhatsApp, Telegram, Instagram, Messenger and LINE.
AI Web Scraping
Parallel offers a Task API for automated, structured web research, transforming natural language queries into precise, schema-compliant outputs..
From any chat
5 Parallel actions, run in plain language from the web or any messaging app — WhatsApp, Instagram, Telegram, Messenger or LINE. Just ask; Mira maps it to the right action and runs it on your account.
Tool to create a new task group. use when batching multiple tasks for parallel execution.
Tool to perform parallel semantic search. use when you need to retrieve top matching documents for multiple queries in a single call.
Tool to retrieve details of a specific task group. use when you have a valid task group id and want to view its details.
Tool to stream events for a task group. use when you want real-time updates of group status and run completions.
Tool to suggest tasks based on user or project context. use when you need task specifications generated from intent after providing context.
Chat or automate
Ask once, or set it and forget it. Turn Parallel actions into recurring vMira workflows — scheduled runs that run on their own and deliver straight to your chat on any platform.
Mira create Task Group and sends the result to your chat.
Mira parallel Search and posts a digest to Slack or WhatsApp.
Mira chains several Parallel actions into one recurring workflow, delivered wherever you chat.
Try asking
“Create Task Group in Parallel”
“Parallel Search in Parallel”
“Retrieve Task Group in Parallel”
“Stream Task Group Events in Parallel”
“Suggest Task in Parallel”
Connect in a few steps
01
On the web app or in WhatsApp, Telegram, Instagram or Messenger.
02
Tell Mira what you want done — e.g. “Create Task Group in Parallel.”
03
Connect Parallel with your own API key or OAuth app — Mira stores it securely and acts on your behalf, revocable anytime.
FAQ
Yes. Connect Parallel to vMira and run it from any chat with your own credentials. Mira turns your plain-language request into the right Parallel action and runs it on your account.
5 Parallel actions — including Create Task Group, Parallel Search, Retrieve Task Group. Just ask in plain language once it is connected.
Yes. Beyond one-off asks, build recurring vMira workflows — scheduled runs that chain Parallel actions and deliver the result to your chat automatically.
The web at vmira.ai and inside WhatsApp, Instagram, Telegram, Messenger and LINE — one account, with your history and connected apps following you across every surface.
You can start free. Paid plans (from $4/mo) raise the limits and unlock heavier use, the top models, and more workflow runs. The same account works on the web and every messaging app.
Related
Every AI. Up to 200× the usage. From $4 a month.