VLM Run for AI agents

Agents read VLM Run at once. Changes and sends are held for a person's approval by default.

About VLM Run

VLM Run provides multimodal agents, structured extraction, predictions, files, skills, feedback, and evaluation APIs.

What an agent can do in VLM Run

Every VLM Run action is classed by the platform as a read, a change or a send. Reads run at once. Changes and sends are held for a person by default.

Runs at once (reads)

Looks things up in VLM Run without asking first. 0 actions.

None in this connector.

Held for approval by default (changes and sends)

Held for a person's approval by default. The approval is recorded and the action is sent once, never twice, with 10 seconds to undo. 11 actions.

  • Create SkillCreate a reusable skill from exactly one uploaded zip, prompt, or chat session.
  • Discover Extraction SchemasList supported structured-extraction domains, or return the full JSON schema for one domain when domain is provided.
  • Execute AgentStart a VLM Run agent execution from an existing agent name or inline configuration over multimodal inputs. Execution may consume credits and is asynchronous by default; poll the returned ID with VLM_
  • Extract Structured JSONStart structured JSON extraction from images, a document, a video, or audio using a domain, custom schema, or skill. Extraction may consume credits; document, video, and audio runs are asynchronous by
  • Find FilesList uploaded files or find one by file ID or MD5 hash. In list mode, use offset and limit until has_more is false.
  • Find SkillsList VLM Run skills or find one exact skill by ID, name, and optional version. In list mode, continue from next_offset while has_more is true.
  • Get RunGet the current status and result of one structured-extraction prediction or agent execution; call repeatedly to poll asynchronous work.
  • List AgentsReturn agents available to the connected account for selection before execution.
  • List ArtifactsList artifact metadata belonging to exactly one chat session or agent execution. Use offset and limit to traverse pages until has_more is false.
  • List RunsList structured-extraction predictions or agent executions for the connected account. Use offset and limit to traverse pages until has_more is false.
  • Upload FileUpload a local file to VLM Run for extraction, agent input, or skill creation. Retain the returned file ID for tools that consume uploaded files.

Changes wait in Needs you

Changes and sends in VLM Run are held for a person's approval by default. The approval is recorded, and the action is sent once, never twice, with 10 seconds to undo.

How approvals work

VLM Run questions

Can an agent change data in VLM Run on its own?

Not by default. Changes and sends in VLM Run are held for a person's approval. The approval is recorded, and the action is sent once, never twice, with 10 seconds to undo.

What can an agent read in VLM Run?

This connector lists 0 read actions. Reads run at once, without waiting for approval.

How does VLM Run connect?

It connects with API key. Connectors are built and maintained by third-party developers; availability is confirmed during scoping.

Bring VLM Run to your agents.