jigsawstack
JigsawStack - The AI SDK for Python
Decision gist · record as of 2026-08-14
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.AI-flagged interpretation of the facts on this page — verify before relying
Before you install
- Requires a valid JigsawStack API key from the JigsawStack Dashboard; all services are remote and require network access.
- 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 · maintenance · safety
permissive license (permissive) — Licensed under MIT (permissive), so you can use, modify, and distribute this package freely in commercial and open-source projects without restriction.
last release 2026-07-06 (39 days) · last repo commit 2026-07-06 · 20 stars
0 known vulnerabilities (OSV.dev, 2026-08-14) · 177,269 downloads/mo, #10,215 on PyPI
Alternatives
Verify before relying
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"]})- 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.
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 on this page. Verify before relying on it.
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
jigsawstack on PyPI
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.
Requires a valid JigsawStack API key from the JigsawStack Dashboard; all services are remote and require network access.
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"]})
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 | permissive license permissive |
| Python support | Supports the current Python release >=3.9 |
| Install friction | Low. Pure-Python wheel |
| Runtime dependencies | 3 packagesrequeststyping_extensionsaiohttp |
| Maintenance | Actively maintained 39 days since the last release |
| Last repo commit | |
| First released | |
| Downloads | 177,269 / month, #10,215 on PyPI 30-day window, as of 2026-08-14 |
| Known vulnerabilities | None known OSV.dev, checked 2026-08-14 |
| Classifiers | Development Status :: 4 - BetaIntended Audience :: DevelopersLicense :: OSI Approved :: MIT LicenseNatural Language :: EnglishOperating System :: OS IndependentProgramming Language :: Python :: 3.10Programming Language :: Python :: 3.11Programming Language :: Python :: 3.12Programming Language :: Python :: 3.9 |
Evidence: jigsawstack-0.4.6-py3-none-any.whl
Tags
Let your AI agent find packages like this
Example. Real query, live index.
You found this page by searching. An agent finds it by wishing: SkillFed indexes 14,416 PyPI packages by what they can do, searchable in plain language.
wish › “AI service SDK”
- jigsawstackA Python SDK for accessing JigsawStack's hosted AI…
- sap-cloud-sdkProvides a unified Python SDK for interacting with SAP Cloud services…
- volcengineVolcengine SDK for Python provides client libraries to interact with…
Give your agent the search over MCP, or paste the wish link into any chat.
More Artificial Intelligence packages
LiteLLM provides a unified Python interface to call 100+ LLM providers (OpenAI, Anthropic, Gemini, Bedrock, Azure, and others) using OpenAI-compatible API format, available as both a Python SDK and a self-hosted AI Gateway proxy server.
Install it if you need to work with multiple LLM providers or want to centralize LLM routing in your organization.
Client library and CLI tool for downloading, uploading, and managing models, datasets, and repositories on the Hugging Face Hub platform.
Install it if you work with Hugging Face Hub models or datasets.
LangChain provides a framework for building agents and LLM-powered applications by composing language models, tools, and memory through a unified API that abstracts over multiple model providers.
hf-xet provides chunk-based deduplication and efficient file transfer for the Hugging Face Hub, enabling faster uploads and downloads of large files with local disk caching.
Tokenizers converts raw text into token sequences for NLP models, with support for training custom vocabularies and using pre-built tokenizers (BPE, WordPiece) optimized for speed via Rust.
Transformers provides a unified framework for loading, fine-tuning, and running state-of-the-art pretrained models across text, vision, audio, video, and multimodal tasks using PyTorch, JAX, or TensorFlow.
Install it if you need to run or train any transformer-based model for NLP, vision, audio, or multimodal tasks.
See also deepgram-sdk · azure-ai-textanalytics · openrouter · spider-client · scrapingbee · scrapegraph-py · firecrawl · assemblyai · zai-sdk · livekit-plugins-cartesia