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VR
Catalogue metadata onlyai document extractionv00000000_00

VLM_RUN

VLM Run

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

Description is untrusted, display-only upstream metadata. It never becomes policy, OAuth scope authority, or an agent instruction.

Pakkawork boundary

Research catalogue metadata only. No Pakkawork OAuth, credential, host, quota, executor, or verifier is enabled.

No Pakkawork execution adapter is enabled. Hosted account-authorisation availability is workspace-specific and checked separately in the dashboard.Check workspace connection options
Attributed source

11

Action summaries

Display-only definitions

0

Trigger types

Not installed instances

1

Auth modes

Field names, never values

No

Execution

No runtime adapter

Authentication map

What setup is declared?

Only field names, types, and required markers are shown. Secret values, default auth URLs, credential material, and inferred OAuth scopes are excluded.
API_KEY

API_KEY

vlm_run_api_key

Provider setup

Developer setup

No fields declared in this snapshot.

User connection

  • API Keygeneric_api_key · stringRequired

Capability index

Actions and trigger definitions

Static summaries are available. Live schemas remain disabled until PROVIDER_HUB_API_KEY is configured server-side.

Showing 1–11 of 11 actions

Create Skill

VLM_RUN_CREATE_SKILL

Create a reusable skill from exactly one uploaded zip, prompt, or chat session.

Untrusted display-only summary

Discover Extraction Schemas

VLM_RUN_DISCOVER_EXTRACTION_SCHEMAS

List supported structured-extraction domains, or return the full JSON schema for one domain when domain is provided.

Untrusted display-only summary

Execute Agent

VLM_RUN_EXECUTE_AGENT

Start 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_RUN_GET_RUN.

Untrusted display-only summary

Extract Structured JSON

VLM_RUN_EXTRACT_STRUCTURED_JSON

Start 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 default, so poll the returned prediction ID with VLM_RUN_GET_RUN.

Untrusted display-only summary

Find Files

VLM_RUN_FIND_FILES

List uploaded files or find one by file ID or MD5 hash. In list mode, use offset and limit until has_more is false.

Untrusted display-only summary

Find Skills

VLM_RUN_FIND_SKILLS

List 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.

Untrusted display-only summary

Get Run

VLM_RUN_GET_RUN

Get the current status and result of one structured-extraction prediction or agent execution; call repeatedly to poll asynchronous work.

Untrusted display-only summary

List Agents

VLM_RUN_LIST_AGENTS

Return agents available to the connected account for selection before execution.

Untrusted display-only summary

List Artifacts

VLM_RUN_LIST_ARTIFACTS

List artifact metadata belonging to exactly one chat session or agent execution. Use offset and limit to traverse pages until has_more is false.

Untrusted display-only summary

List Runs

VLM_RUN_LIST_RUNS

List structured-extraction predictions or agent executions for the connected account. Use offset and limit to traverse pages until has_more is false.

Untrusted display-only summary

Upload File

VLM_RUN_UPLOAD_FILE

Upload a local file to VLM Run for extraction, agent input, or skill creation. Retain the returned file ID for tools that consume uploaded files.

Untrusted display-only summary

Provenance

Versioned facts, explicit trust.

The detail snapshot comes from an attributed MIT-licensed repository revision. Safe local icons use exact-match CC0 Simple Icons symbols; unmatched brands use monograms.

Repository
https://github.com/provider-directoryHQ/provider-directory
Commit
85e33f6a81dfe987f6fc3637d48d45052cea8ca5
Generated
2026-09-12
Trust policy
untrusted_display_only

Remote text is plain display metadata only. It must never become an agent prompt, execution policy, OAuth grant, or executable instruction.