---
id: jigsawstack
version: "0.4.6"
license: unclear
license_treatment: permissive
maintenance: active
---

# jigsawstack — JigsawStack - The AI SDK for Python

License: permissive · Maintenance: active · Downloads: 177.3K/mo

## What it is and what it does

JigsawStack is a Python client library for a hosted AI service platform. It wraps remote APIs across six categories—general NLP (translation, summarization, sentiment), web (scraping, search), audio (speech-to-text), vision (OCR, object detection), generative (image synthesis, HTML rendering), and validation (email, NSFW, profanity)—into a single typed SDK with built-in webhook support for long-running tasks and a file system abstraction for uploads.

You initialize it with an API key, then call methods like `jigsaw.web.ai_scrape()`, `jigsaw.audio.speech_to_text()`, or `jigsaw.vision.vocr()` to invoke remote AI operations. The package depends on requests, typing_extensions, and aiohttp, and is designed to be lightweight. It's actively maintained, supports Python 3.9–3.12, and has no known vulnerabilities.

Use it for:

- Extract structured data from web pages using natural language prompts instead of CSS selectors or XPath.
- Transcribe audio or video files to text without running a local speech-recognition model.
- Perform optical character recognition (OCR) on images or detect objects within them.
- Generate images using Flux, Stable Diffusion, or SDXL models without hosting your own inference.
- Validate user inputs (email format, profanity, NSFW content) in real time during form submission.
- Summarize or translate text content as part of a larger application workflow.

## Worth the install?

AI-flagged interpretation of the facts above — verify before relying.

A Python SDK for accessing JigsawStack's hosted AI services—translation, summarization, web scraping, speech-to-text, image recognition, and content generation—through a typed API with webhook and file-upload support.

Yes. The package is actively maintained, has no security vulnerabilities, uses permissive MIT licensing, and offers low-friction installation. It's a good fit if you need to call hosted AI services without building your own integrations—but only if you're willing to depend on an external API provider and can obtain a JigsawStack API key.

## Install

pip install jigsawstack
uv add jigsawstack
poetry add jigsawstack

## Installing jigsawstack

Before you install: Low friction installation with three lightweight runtime dependencies (requests, typing_extensions, aiohttp). The package is actively maintained with a recent release and no known vulnerabilities.

License in practice: Licensed under MIT (permissive), so you can use, modify, and distribute this package freely in commercial and open-source projects without restriction.

Quickstart:

pip install jigsawstack

from jigsawstack import JigsawStack

jigsaw = JigsawStack(api_key="your-api-key")
result = jigsaw.web.ai_scrape({"url": "https://example.com", "element_prompts": ["prices"]})

Requires a valid JigsawStack API key from the JigsawStack Dashboard; all services are remote and require network access.

Verify before relying:

- Rate limits, quota policies, and pricing for each API category are not detailed in the fact sheet.
- Async/await support beyond aiohttp dependency is not confirmed in the description.
- Error handling and retry behavior for failed requests is not documented in the excerpt.

## Package facts

- License: not declared (permissive)
- Python support: supports_current
- Install friction: low
- Maintenance: active
- Downloads: 177.3K/month (top 15,000 on PyPI)
- Known vulnerabilities: none known

## Tags

AI service SDK, web scraping with AI, speech to text API, image OCR and object detection, AI image generation, sentiment analysis API, content summarization, ai-services, web-scraping, api-client

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