AI Assistance

Deployments

Introduction

A deployment is a single execution of a task. Every time a task runs, it's one deployment, and a task can have many deployments over its lifetime. Every deployment captures the full conversation with the assistant, including its reasoning, its tool calls, your replies, and the output the assistant produced. The deployment also records its status, so you can see at a glance whether the work is running, completed, or threw a runtime error.

Deploy Tasks

Follow these steps to deploy a task:

  1. Log in to the Algorithm Lab.
  2. In the left navigation bar, click Organization > Assistants.
  3. Click the Tasks tab.
  4. Click a task.
  5. Click Deploy Now.

The assistant assigned to the task automatically boots up and starts working. To deploy a task on a recurring schedule instead of manually, see Schedule Work.

View Deployments

Follow these steps to view the deployments of a task:

  1. Log in to the Algorithm Lab.
  2. In the left navigation bar, click Organization > Assistants.
  3. Click the Tasks tab.
  4. Click a task.

The task page lists every deployment, with the status of each one. Click a deployment to view the full agent conversation and output.

Task page showing the list of deployments with their statuses.

The deployment page shows the assistant's full conversation, including its reasoning, tool calls, your replies, and the output it produced.

Deployment page showing the assistant's full conversation.

To open the project associated with the deployment, click the project link at the top of the deployment page.

Delete Deployments

Follow these steps to delete a deployment:

  1. Log in to the Algorithm Lab.
  2. In the left navigation bar, click Organization > Assistants.
  3. Click the Tasks tab.
  4. Click a task.
  5. In the row of the deployment you want to remove, click Delete.
  6. Click Delete again to confirm.

Quotas

Assistant nodes enable you to deploy assistant tasks. The more assistant nodes your organization has, the more concurrent assistant tasks that you can run. More powerful assistant nodes have more cores and RAM to handle larger, more demanding tasks. The following table shows the specifications of the assistant node models:

NameNumber of CoresRAM (GB)Agents
A-MICRO111
A1-1111
A4-8484
A16-32163216

Refer to the Pricing page to see the price of each assistant node model. Your first organization includes one free A-MICRO assistant node, which is capped at 100,000 tokens per month. The token cap is lifted and the node is replaced when you upgrade your organization to a paid tier and add a new assistant node.

To view the status of all of your organization's nodes, see the Resources panel of the IDE. When you launch an assistant task, it uses the best-performing resource by default, but you can select a specific resource to use.

Troubleshooting

To check the status of the QuantConnect Cloud Platform, see our Status page.

You can also see our Videos. You can also get in touch with us via Discord.

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