Unstructured

Development2048MB+ RAM

API for extracting text and data from documents for LLM pipelines

Download Server Compass Install Unstructured to VPS

aillmdocument-processingetlrag

Deploy Unstructured in 3 Steps

Connect Your VPS

Add your server credentials to Server Compass

Select Unstructured

Choose from our template library

Deploy & Configure

Fill in settings and click Deploy

No Docker knowledge required

Step-by-step deployment guide

Deploy Unstructured on a VPS with Server Compass

Use the Unstructured template in Server Compass to deploy a document parsing API for LLM pipelines on your VPS, then verify the healthcheck endpoint in a browser.

About 10 minutesBrowser verified

Step 1

Open the server Apps tab

Select the tutorial-vps VPS, open the Apps tab, and start a new app deployment. Keep sensitive server details hidden before capturing or sharing screenshots.

Server Compass Apps tab before creating an Unstructured app

Step 2

Choose an app template

Click New App and choose the template deployment path so Server Compass can load the built-in catalog.

Choosing to deploy an app from a Server Compass template

Step 3

Search for Unstructured

Use the template picker search to find Unstructured in the Server Compass template catalog.

Searching for Unstructured in the Server Compass template picker

Step 4

Select the Unstructured template

Choose the Unstructured template. Server Compass fills the Unstructured API service, generated API key, and web/API port.

Unstructured template selected in Server Compass

Step 5

Review the Unstructured settings

Confirm the app name and compose services. In this run, the app was named unstructured-demo and used host port 8000.

Reviewing Unstructured project settings and compose services

Step 6

Deploy Unstructured

Review the generated compose settings, confirm the API port is available, and click Deploy.

Reviewing Unstructured environment variables and port before deployment

Step 7

Watch the deployment progress

Keep the deployment modal open while Server Compass uploads the compose file, pulls the Unstructured image, starts the container, and verifies the stack.

Server Compass deploying the Unstructured template on the VPS

Step 8

Confirm Unstructured is running

After deployment finishes, return to the Apps tab and confirm the Unstructured app is marked Running with its application URL available.

Unstructured template running in the Server Compass Apps tab

Step 9

Open the Unstructured REST endpoint in the browser

Open the healthcheck endpoint in a browser. The Unstructured healthcheck response confirms the document parsing service is reachable.

The deployed Unstructured healthcheck endpoint loaded in a browser

After Unstructured Opens

Do not expose Unstructured directly to the public internet without a firewall, VPN, or authenticated reverse proxy.
Always keep the generated API key enabled and rotate it if it is shared outside the deployment team.
Use a VPN, IP allowlist, firewall rule, or authenticated reverse proxy for production document parsing access.
Monitor CPU and memory usage because document parsing can be resource-intensive for large PDFs, images, and office files.
Keep the Unstructured image updated for parser, dependency, and security fixes.
Restrict API access before processing private documents or sensitive extracted text.

Verified Result

The Unstructured healthcheck endpoint loaded successfully in a browser.

Download Server Compass Docs

Unstructured deployment questions

What does the Unstructured template deploy?

It deploys the Unstructured API container with a generated API key and an exposed HTTP API for document parsing.

Which port did the tutorial use?

The tutorial used host port 8000, which maps to the Unstructured API on container port 8000.

Why does the browser verification stop at the first API response?

A fresh Unstructured deployment is considered reachable when the HTTP API or documentation endpoint loads. The tutorial does not upload private documents or publish the generated API key.

Should this become a blog post?

No. The deployment guide should live on the Unstructured template detail page and be linked from the reusable template deployment docs page.

Why Self-Host Unstructured?

Unstructured provides an API for extracting text and structured data from documents — PDFs, Word files, images, and more — for LLM pipelines. Self-hosting is essential because the documents you process often contain the most sensitive business data: contracts, financial reports, and proprietary research.

Process PDFs, DOCX, images, and 20+ document types locally

Documents never leave your server — critical for compliance

No per-page pricing — process unlimited documents

Extract structured data ready for RAG and LLM ingestion

Combine with your vector database for a complete local RAG pipeline

Unstructured vs Alternatives

Unstructured vs Unstructured.io Cloud

The hosted API charges per page. Self-hosted Unstructured processes unlimited documents with zero platform fees.

Unstructured vs Amazon Textract

Textract is pay-per-page and AWS-locked. Self-hosted Unstructured runs anywhere and supports more document types.

Unstructured vs LlamaParse

LlamaParse is cloud-only with rate limits. Self-hosted Unstructured gives unlimited processing on your own hardware.

Why Deploy Unstructured with Server Compass?

Server Compass deploys Unstructured with adequate memory allocation for document processing and persistent storage for output files. It handles the container configuration so the API is ready to accept documents immediately.

Download Server Compass

After Deployment

After deploying Unstructured with Server Compass, complete these steps to finish setup

Test the API endpoint

Send documents for processing

Integrate with your LLM pipeline

Need help? Check out our documentation for detailed guides.

Unstructured FAQ

Common questions about self-hosting Unstructured

How do I deploy Unstructured with Server Compass?

Simply download Server Compass, connect to your VPS, and select Unstructured from the templates list. Fill in the required configuration and click Deploy. The entire process takes under 3 minutes.

What are the system requirements for Unstructured?

Unstructured requires a minimum of 2048MB RAM. We recommend a VPS with at least 4096MB RAM for optimal performance. Any modern Linux server with Docker support will work.

Can I migrate my existing Unstructured data?

Yes! Server Compass provides volume mapping that allows you to import existing data. You can also use standard Unstructured backup and restore procedures.

How do I update Unstructured to the latest version?

Server Compass makes updates easy. Simply click the Update button in your deployment dashboard, and the latest Unstructured image will be pulled and deployed with zero downtime.

Is Unstructured free to self-host?

Unstructured is open-source software. You only pay for your VPS hosting (typically $5-20/month) and optionally Server Compass ($29 one-time). No subscription fees or per-seat pricing.

Related Templates

View all Development

PocketBase

Open-source backend in a single file with realtime database, auth, and file storage

Appwrite

Open-source backend-as-a-service - self-hosted Firebase alternative

Parse Server

Open-source backend framework with dashboard

Supabase

Full Supabase self-hosted with Kong, GoTrue Auth, Realtime, and Studio

Ready to Self-Host Unstructured?

Download Server Compass and deploy Unstructured to your VPS in under 3 minutes. No Docker expertise required.

Download Server Compass