{"categories":[{"label":"Artificial Intelligence","url":"https://skillfed.io/packages/category/scientific-engineering-artificial-intelligence/8"}],"enrichment":{"capability":"A Python SDK for accessing JigsawStack's hosted AI services\u2014translation, summarization, web scraping, speech-to-text, image recognition, and content generation\u2014through a typed API with webhook and file-upload support.","skillfed_tags":["ai-services","web-scraping","api-client"],"use_cases":["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."],"what_it_does":"JigsawStack is a Python client library for a hosted AI service platform. It wraps remote APIs across six categories\u2014general 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)\u2014into a single typed SDK with built-in webhook support for long-running tasks and a file system abstraction for uploads.\n\nYou 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\u20133.12, and has no known vulnerabilities.","worth_installing":"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\u2014but only if you're willing to depend on an external API provider and can obtain a JigsawStack API key."},"id":"jigsawstack","links":{"html":"https://skillfed.io/packages/jigsawstack","md":"https://skillfed.io/packages/jigsawstack.md","pypi":"https://pypi.org/project/jigsawstack/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-07-06","license_spdx":null,"license_treatment":"permissive","name":"jigsawstack","python_support":"supports_current","summary":"JigsawStack - The AI SDK for Python"},"popularity":{"monthly_downloads":177269,"position":10215,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"0.4.6"}