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ActionJina AIUpdated June 2026

How do I extract clean text from a URL with Jina?

Short answer: You can jina reader (url → llm-ready) in Jina AI by hand from its own interface, but it won’t repeat itself. On TinyCommand, add the Jina AI Jina Reader (URL → LLM-ready) action to a workflow, map its 1 input from any upstream app, and it runs automatically every time the trigger fires. No code, and a free tier to start.

Jina Reader (URL → LLM-ready) in Jina AI — start free All 3 Jina AI actions
Jina Reader (URL → LLM-ready) in Jina AI — start free
Inputs

The fields this action accepts.

Every field can be mapped from an upstream trigger, AI step, table row, or hard-coded literal.

FieldTypeRequiredDescription
URL
url
stringRequiredA fully qualified URL (https://...) for the url.
Sample request
{
  "url": "https://example.com/article"
}
Returns
{
  "code": 200,
  "data": {
    "url": "https://example.com",
    "title": "Example",
    "content": "# Example\n..."
  },
  "status": 20000
}

Use these fields in downstream nodes for routing, logging, or error handling.

Triggered by

Apps that pair well as the trigger for Jina Reader (URL → LLM-ready).

Any of these apps can fire this action as part of a workflow.

Gmail → Jina AI
1 Gmail triggers
Slack → Jina AI
13 Slack triggers
Google Sheets → Jina AI
2 Google Sheets triggers
HubSpot → Jina AI
18 HubSpot triggers
FAQ

Questions about Jina Reader (URL → LLM-ready).

What does the Jina Reader (URL → LLM-ready) action do in Jina AI?
Fetches any URL and returns cleaned-text Markdown ready to drop into an LLM prompt. Handles JS-rendered pages, strips ads/nav, preserves structure. The distinctive Jina feature.
What inputs does Jina Reader (URL → LLM-ready) require?
Required: URL. Every input accepts a static value or a variable from any upstream node in your workflow.
Can I use dynamic inputs from earlier workflow nodes?
Yes. Any field on this action can pull values from upstream nodes, whether that's a form response, a trigger payload, an AI output, or a lookup result.
What happens if Jina AI returns an error?
The workflow pauses on the failed node, the error message is captured in the run log, and you can retry the run with one click. Auto-retry policies are configurable per workflow with exponential backoff up to 5 attempts.
Does Jina Reader (URL → LLM-ready) support batch operations?
Yes. Run Jina Reader (URL → LLM-ready) inside a Loop node to process arrays. TinyCommand handles Jina AI's rate limits automatically so you don't have to throttle manually.
More actions

Other Jina AI actions.

Action
Jina Embeddings
Generates embeddings using jina-embeddings-v3 — 1024d multilingual embeddings, strong on the MTEB leaderboard. For RAG vector generation in workflows that need solid retrieval accuracy across many languages.
Action
Jina Rerank
Second-stage reranker for RAG — takes a query and candidate documents, returns them re-scored by relevance using the cross-encoder. Significantly improves RAG answer quality vs single-stage retrieval.
Jina Reader (URL → LLM-ready) in Jina AI — start free