ai document extraction

Add VLM Run to your AI agent

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

Things your agent can do in VLM Run
11

Things your AI can do in VLM Run

Your FormWise AI can handle any of these in VLM Run — on its own, without you needing to click a button.

  • Create Skill

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

  • Discover Extraction Schemas

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

  • 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.

  • 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.

  • 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.

  • 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.

  • Get Run

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

  • List Agents

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

  • 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.

  • 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.

  • 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.

Built for the way you actually work

No code, no engineers

Connect in a few clicks and start using your AI right away. If you can use the apps you already love, you can do this.

Sounds like you, not like a bot

Train your AI on your offer, your voice, and the way you actually talk to clients — it picks up where you leave off.

Plugs into the stack you already use

No need to rip out your CRM, your scheduler, or your email tool. Your AI works inside the apps running your business today.

Your data stays yours

Client conversations, lists, and credentials are scoped to your workspace. Nothing gets shared, sold, or used to train anyone else’s AI.

What you can do once VLM Run is connected

Onboard new clients without lifting a finger

When someone signs up, your AI greets them, sets up their next step in VLM Run, and keeps the momentum going — even at 2am.

Reply to leads in seconds, not days

Your AI watches VLM Run for new inquiries, answers questions in your voice, and books the call before they cool off.

Get your weekends back

Hand off the repetitive VLM Run work — follow-ups, reminders, updates, simple admin — and stop being the bottleneck in your own business.

How to connect VLM Run to your agent

  1. 1

    Start using FormWise for free

    Sign up in under a minute.

  2. 2

    Find VLM Run in your connected apps

    Inside FormWise, go to Settings → Connected Services and look for VLM Run.

  3. 3

    Hit "Connect"

    Click "Connect VLM Run" and log in like you normally would. We only ask for the permissions your AI actually needs.

  4. 4

    Tell your AI what to do in VLM Run

    Build a quick AI Agent (it's like writing instructions, not code), and pick the VLM Run actions you want your AI to handle.

  5. 5

    Watch it run

    Send it a real-world task and watch your AI take care of VLM Run for you. Tweak the wording until it feels just right.

Powered by the AI you already trust

Your VLM Run workflow runs on the same world-class AI used by ChatGPT, Claude, and Gemini. We handle the technical part — you just tell your AI what to do, in plain English.

  • OpenAI
  • Anthropic Claude
  • Google Gemini

Questions other VLM Run users had before signing up

Do I need to know how to code?

Not even a little. If you can use VLM Run today, you can set this up. You'll connect VLM Run, tell your AI what it should help with, and you're live. The whole thing is built for coaches, course creators, agencies, and operators — not engineers.

Will my clients know they're talking to an AI?

Only if you want them to. Your FormWise AI is trained on your voice, your offer, and the way you actually communicate — so it sounds like a thoughtful team member, not a clunky chatbot. Most people can't tell.

Can I make it sound like me?

Yes. You can give your AI examples of how you write, the questions you usually ask new clients, the way you handle objections, and the language you use about your offer. The more you give it, the more it sounds like you wrote it.

What if I want to take over a conversation?

You're always in control. You can step in at any point, take over from your AI, or stop it from sending messages until you've reviewed them. Think of it as a teammate, not a replacement.

Is my client data safe?

Yes. Your VLM Run login and client information stay scoped to your workspace. We don't sell it, we don't share it, and we don't use your data to train anyone else's AI. You can disconnect VLM Run or delete everything any time.

What happens when VLM Run updates their app?

We handle it. When VLM Run adds new features or changes how something works, we update the integration in the background. You don't have to do anything — your AI just keeps working.

How fast can I actually get this running?

Most people are up and running the same day they sign up. Connecting VLM Run takes a few minutes. Teaching your AI to handle the work the way you'd want it done is the part worth slowing down for.

What is FormWise?

FormWise is the AI agent builder for coaches, course creators, and agencies. You connect the apps you already use — like VLM Run — train your AI on your offer and voice, and let it handle the work you've been doing manually: onboarding, follow-ups, support, admin. No code, no developers, no engineering team required.

Can I sell AI agents to my clients?

Yes. A lot of FormWise users build AI assistants and sell them as part of their offer — done-for-you AI setups, white-label assistants for client businesses, custom GPTs trained on a client's brand. You can charge a setup fee, a monthly retainer, or both.

Can I embed my AI on my website or in my course?

Yes. Every AI you build in FormWise can be embedded on your site, dropped into your course platform, or shared as a standalone link. Your clients and students just open it like any other web page — no app to download, no login hoops.

Do I need to know anything about AI to use this?

No. If you can describe what you want your AI to do in plain English — "greet new clients, ask these 3 questions, book them a call" — FormWise can build it. We handle the models, the prompts, the connections. You handle the part you already know: what your business actually needs.

About VLM Run on FormWise

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

Connect VLM Run once and your FormWise AI gets 11 things it can do inside it. That means your AI can handle the VLM Run work in your business — the messages, the updates, the follow-ups, the admin — the way you would, just faster and around the clock.

You don't need to know how any of it works under the hood. We take care of keeping the connection alive, retrying if something fails, and making sure your data only ever moves where you tell it to.

New to VLM Run? Take a look at vlm.run.

Stop doing the VLM Run work yourself

Hand it off to an AI assistant that sounds like you, works around the clock, and never forgets a follow-up. Free to start.