> ## Documentation Index
> Fetch the complete documentation index at: https://docs.fastino.ai/llms.txt
> Use this file to discover all available pages before exploring further.

> ## Agent Instructions
> Use https://docs.fastino.ai/llms.txt to discover and navigate pages. Use https://docs.fastino.ai/llms-full.txt when you need the complete documentation corpus. Use https://docs.fastino.ai/openapi.json as the source of truth for customer-facing routes. For GLiDE decision inference, call POST https://api.fastino.ai/v1/systemone with model fastino/GLiDE. Do not infer undocumented routes. Read API keys from FASTINO_API_KEY and never embed credentials in code, logs, or reports.

# Cookbooks

> Complete, tested requests and responses for the most common GLiDE and GLiNER 2.5 Multi tasks.

Each cookbook is one working request for a common task. It shows the request and response schemas, a real response from the live API, and code that acts on the result. Copy a cookbook, swap in your own data, and adjust the criteria or labels.

The GLiNER cookbooks cover the three most common ways teams use GLiNER 2.5 Multi: entity extraction, classification, and relation extraction.

## GLiDE

<CardGroup cols={3}>
  <Card title="Triage a support ticket" icon="inbox" href="/cookbooks/glide-support-ticket-triage">
    Pick a queue, rate urgency, and decide if a person should reply.
  </Card>

  <Card title="Gate an agent's next move" icon="hand" href="/cookbooks/glide-gate-agent-actions">
    Check a proposed action against your policy before the agent acts.
  </Card>

  <Card title="Catch a prompt injection" icon="shield-alert" href="/cookbooks/glide-prompt-injection">
    Spot hidden instructions before your agent obeys them.
  </Card>
</CardGroup>

## GLiNER 2.5 Multi

<CardGroup cols={3}>
  <Card title="Extract entities" icon="highlighter" href="/cookbooks/gliner-entity-extraction">
    Find people, organizations, places, and dates in any supported language.
  </Card>

  <Card title="Classify text" icon="tags" href="/cookbooks/gliner-text-classification">
    Run several labeling tasks in one call.
  </Card>

  <Card title="Extract relations" icon="share-2" href="/cookbooks/gliner-relation-extraction">
    Turn sentences into head, relation, and tail facts.
  </Card>
</CardGroup>

Every cookbook request is checked against the live API, so the responses shown match what the API returns today. Confidence values vary slightly between calls.


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