Practical overview
When it fits
Use it when a development workflow needs to turn URLs into processed text and structured page data, or prepare embeddings and screenshots for downstream systems.
Who it is for
- Developers building URL ingestion for AI tools or knowledge systems
- Teams preparing crawled page content for vector-database workflows
- Developers who need structured page summaries, feature lists, FAQs or screenshots
Documented uses
- Convert webpage content into cleaned HTML, Markdown or plain text.
- Extract summaries, features and FAQs from crawled pages.
- Use returned embeddings as inputs to a vector database.
- Save webpage screenshots to AWS S3 or Cloudflare R2.
Requirements & limits
- The README describes the project as a work in progress.
- Local setup uses pnpm and includes a Playwright installation step.
- AWS S3 and Cloudflare R2 are named for screenshot storage.
- The README says embeddings are ready for vector-database integration but does not identify a specific database.
Check current requirements in the official documentation. Source-based guidance does not mean OpenViST has run or independently tested this project.
Set up the local development environment
Install the project dependencies and Playwright, then start the documented local development server.
Before you start
- The project repository and pnpm
- A local environment capable of running the documented commands
Steps
Run
pnpm ifrom the project directory.Run
cd apps/api && pnpm exec playwright install.Run
pnpm dev.Open
http://localhost:3000.
Expected outcome
The README's local development server is started and the local address is opened.
Guide limitations
- The README marks the project as a work in progress.
- The documentation section is TODO; these steps do not document production deployment or URL-submission details.
Compare options for Vector search
These projects document a common task and share a project role. This is a source-based comparison, not an execution benchmark or a guarantee of interchangeability.
| Project | Documented purpose | Platform | Access and requirements |
|---|---|---|---|
| Discovai Crawl | Convert webpage content into cleaned HTML, Markdown or plain text. | Self-hosted, Server | |
| Mettis | Index text documents through an HTTP endpoint. | Linux, Self-hosted, Server |
Sources & review
Source record details
- Source availability
- Active
- Sources checked
- 17 October 2026
- Original website title
- DiscovAI/DiscovAI-crawl · Official homepage title · retained in its source language

