AGENT SKILL

kreuzberg-cloud

Managed Kreuzberg document intelligence at api.kreuzberg.dev. Use when the user wants cloud extraction with webhook delivery, presigned uploads for large files, document versioning and diffing, sandbox keys, or per-project usage tracking — instead of running the local kreuzberg CLI. Covers authentication, the 12 REST endpoints, request/response shapes, error model, and SDK options.

License 许可
MIT
最近更新
2026-11-14
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★ 1.6k
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490

01 前言 Front Matter

name
kreuzberg-cloud
license
MIT
metadata
{ "author": "kreuzberg-dev", "version": "0.1.0", "repository": "https://github.com/kreuzberg-dev/kreuzberg-cloud" }
description
Managed Kreuzberg document intelligence at api.kreuzberg.dev. Use when the user wants cloud extraction with webhook delivery, presigned uploads for large files, document versioning and diffing, sandbox keys, or per-project usage tracking — instead of running the local kreuzberg CLI. Covers authentication, the 12 REST endpoints, request/response shapes, error model, and SDK options.

03 SKILL.md 正文

Kreuzberg Cloud

Kreuzberg Cloud is the managed extraction API hosted at https://api.kreuzberg.dev. It exposes the same Rust extraction engine as the local kreuzberg CLI, with two extras: jobs are asynchronous (webhook or polling delivery) and large files go through presigned uploads instead of in-band base64.

Use this skill when writing code that:

  • Hits api.kreuzberg.dev directly via HTTP.
  • Uses the @kreuzberg/cloud (npm) or kreuzberg-cloud-sdk (PyPI) SDKs.
  • Configures webhooks, sandbox keys, or usage queries.

v0.1.0 limitation

The kreuzberg-cloud plugin v0.1.0 ships skills only — no MCP server. The kreuzberg-cloud CLI binary that hosts the MCP server lands in plugin v0.2.0. Until then, prefer one of:

  1. The TypeScript SDK (@kreuzberg/cloud) — ESM, tree-shakable, generated from the OpenAPI 3.1 spec.
  2. The Python SDK (kreuzberg-cloud-sdk) — sync + async, from_sandbox() helper for evaluation.
  3. Raw curl — every example below shows the curl form first.

When cloud vs local

Situation Use
You already have the kreuzberg CLI installed and the file is on disk Local (kreuzberg plugin)
File is on a remote URL or in S3 / GCS Cloud
Need OCR for languages the local Tesseract install doesn't have Cloud
File is larger than ~50 MB Cloud (presigned uploads)
Want webhook delivery rather than blocking the caller Cloud
Batch of mixed documents with shared options Either; cloud parallelizes server-side
No network access, air-gapped environment Local
Evaluating before committing to install Cloud sandbox key

Getting an API key

Three options, in order of preference for production:

  1. Production key — sign up at https://kreuzberg.dev/cloud, mint a key from the dashboard. Format: sk_live_*.

  2. Sandbox key — no signup, 24-hour TTL, 50-page quota, rate-limited to 10 keys per IP per 24 hours. Format: sk_sandbox_*. See the sandbox-keys skill.

  3. Local ~/.kreuzberg/cloud.toml — for shell sessions, put the key in:

    # ~/.kreuzberg/cloud.toml
    api_key = "sk_live_..."
    

The plugin's SessionStart hook checks KREUZBERG_API_KEY env var first, then ~/.kreuzberg/cloud.toml, and emits a setup reminder if neither is present.

Authentication

Every request — except POST /v1/sandbox/key — uses a Bearer token:

curl https://api.kreuzberg.dev/v1/usage \
  -H "Authorization: Bearer $KREUZBERG_API_KEY"

Both sk_live_* and sk_sandbox_* go in the same header. The server resolves project context from the key.

Base URL and versioning

The 12 endpoints

Twelve operations across seven tag groups:

health (2)

Method Path Purpose
GET /healthz Liveness — returns 200 if the process is up.
GET /readyz Readiness — returns 200 only when downstream deps are healthy.

Neither requires auth. Use /readyz for uptime monitors and /healthz for load-balancer health checks.

extract (1)

Method Path Purpose
POST /v1/extract Submit one or more documents (or URLs) for extraction.

Accepts application/json (base64 documents) or multipart/form-data (binary file parts). Returns 202 Accepted with job_ids (extraction jobs) and crawl_job_ids (URL-crawl jobs). Pair with GET /v1/jobs/{id} to retrieve results — or supply a webhook block to receive them asynchronously. See the offloading-extraction skill.

jobs (1)

Method Path Purpose
GET /v1/jobs/{id} Get the current status and (if terminal) result of a job.

Accepts both extraction job IDs and crawl job IDs. Response shape varies: extraction jobs return JobResponse, crawl jobs return CrawlJobResponse. See the tracking-cloud-jobs skill.

documents (4)

Method Path Purpose
GET /v1/documents/{document_id} Latest version of a document with its extraction result.
GET /v1/documents/{document_id}/diff?from={v}&to={v} Compute a diff between two versions (sync, async fallback on budget).
GET /v1/documents/{document_id}/diff/{diff_job_id} Poll the status of an async diff job.
GET /v1/documents/{document_id}/versions List all versions of a document (paginated).

For applications that re-process the same document over time. Each extraction returns a document_id that's stable across versions.

uploads (2)

Method Path Purpose
POST /v1/uploads/presign Generate per-file presigned PUT URLs.
POST /v1/uploads/confirm Confirm the uploads and start processing.

Three-step flow for files larger than ~50 MB: presign → PUT to storage → confirm. See the presigned-uploads skill.

sandbox (1)

Method Path Purpose
POST /v1/sandbox/key Mint an ephemeral sandbox API key.

24-hour TTL, 50-page quota, 10 keys per IP per 24 hours. No auth required. See the sandbox-keys skill.

usage (1)

Method Path Purpose
GET /v1/usage Per-project usage statistics and remaining quota.

Accepts optional start and end ISO-8601 query params. Defaults to the current calendar month. See the managing-cloud-usage skill.

Key request / response shapes

ExtractJsonRequest

{
  "documents": [
    {
      "filename": "invoice.pdf",
      "mime_type": "application/pdf",
      "data": "<base64>"
    }
  ],
  "urls": [
    { "url": "https://example.com/docs" }
  ],
  "options": {
    "extraction_config": {
      "output_format": "markdown",
      "ocr": { "backend": "tesseract", "language": "eng" }
    }
  },
  "crawl_config": {
    "max_depth": 2,
    "max_pages": 50,
    "stay_on_domain": true
  },
  "webhook": {
    "url": "https://example.com/webhook",
    "secret": "shared-hmac-secret",
    "metadata": { "request_id": "abc123" }
  }
}

Either documents or urls is required (or both). webhook, options, and crawl_config are optional.

ExtractResponse (202)

{
  "job_ids": ["550e8400-e29b-41d4-a716-446655440000"],
  "crawl_job_ids": ["660e9400-f39c-51e5-b827-557766551111"],
  "status": "pending"
}

JobResponse (200)

{
  "id": "550e8400-e29b-41d4-a716-446655440000",
  "filename": "invoice.pdf",
  "status": "completed",
  "created_at": "2025-12-21T10:00:00Z",
  "processing_time_ms": 1234,
  "result": {
    "content": "Invoice total: $1,234.56",
    "mime_type": "text/markdown",
    "tables": [],
    "images": [],
    "metadata": { "title": "Invoice #12345" }
  }
}

JobStatus enum

awaiting_upload | pending | processing | chunking | aggregating
                | completed | partial_success | failed | cancelled

Terminal states: completed, partial_success, failed, cancelled. Stop polling when any of those appears.

UsageResponse (200)

{
  "period_start": "2026-05-01",
  "period_end": "2026-06-01",
  "total_pages": 5432,
  "total_documents": 87,
  "total_failed": 2,
  "quota_limit": 100000,
  "quota_remaining": 94568,
  "by_mime_type": {
    "application/pdf": { "documents": 65, "pages": 3200, "failed": 1 }
  }
}

Error model

All errors are JSON with at least an error string field. Status codes follow REST conventions:

Status Meaning Typical cause
400 Bad request Missing required field, malformed body, invalid UUID.
401 Unauthorized Missing or invalid Authorization header.
404 Not found Job / document ID doesn't exist in this project.
429 Rate limited Sandbox-key IP throttle or per-key quota.
500 Server error Database failure, worker crash — retry with backoff.
503 Service unavailable Downstream dep unhealthy — retry.

The SDKs surface these as typed exceptions: AuthError, ValidationError, NotFoundError, RateLimitError (carries retry_after), ServerError, TimeoutError, all extending KreuzbergCloudError (Python) / KreuzbergError (TypeScript).

Concrete examples

Sandbox onboarding (no signup)

# Mint an ephemeral key.
curl -X POST https://api.kreuzberg.dev/v1/sandbox/key
# → { "api_key": "sk_sandbox_...", "expires_at": "...", "pages_remaining": 50 }
import { KreuzbergCloud } from "@kreuzberg/cloud";
const client = await KreuzbergCloud.fromSandbox();
const result = await client.extractAndWait({
  file: new Blob(["Hello world"], { type: "text/plain" }),
});
console.log(result.result?.content);
from kreuzberg_cloud import AsyncKreuzbergCloud
async with await AsyncKreuzbergCloud.from_sandbox() as client:
    job = await client.extract_and_wait(file=b"hello world")
    print(job.status, job.result and job.result.content)

Single-file extract → poll

# 1. Submit.
JOB_ID=$(curl -sX POST https://api.kreuzberg.dev/v1/extract \
  -H "Authorization: Bearer $KREUZBERG_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "documents": [
      {"filename": "invoice.pdf", "mime_type": "application/pdf",
       "data": "'"$(base64 -w0 invoice.pdf)"'"}
    ],
    "options": {"extraction_config": {"output_format": "markdown"}}
  }' | jq -r '.job_ids[0]')

# 2. Poll until terminal.
curl -s https://api.kreuzberg.dev/v1/jobs/$JOB_ID \
  -H "Authorization: Bearer $KREUZBERG_API_KEY"

Other skills

  • offloading-extraction — full POST /v1/extract workflow with options.
  • tracking-cloud-jobs — polling cadence, webhook signatures.
  • presigned-uploads — three-step flow for files >50 MB.
  • versioning-documents — retrieve a document, list its versions, diff two versions.
  • managing-cloud-usage — quota and per-MIME breakdown.
  • sandbox-keys — when to recommend sandbox over production keys.

References

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