# oxylabs/oxylabs-ai-studio-py

Structured data gathering from any website using AI-powered scraper, crawler, and browser automation. Scraping and crawling with natural language prompts. Equip your LLM agents with fresh data. AI Studio python SDK for intelligent web data gathering.

Repository: https://github.com/oxylabs/oxylabs-ai-studio-py
Canonical: https://ross.abutalabs.com/products/oxylabs-ai-studio-py
Homepage: https://aistudio.oxylabs.io/
Language: Python
License: MIT
License Family: permissive
Topics: ai-crawler, ai-scraper, ai-scraping, ai-search, ai-tools, ai-web-scraper, proxy-scraper, python-ai, web-scraping, web-scraping-ai, web-scraping-python, web-scraping-api, firecrawl-alternative, ai-grounding, ai-training, search-api, tavily-alternative, web-search-api
Last push: 2026-08-21T11:35:46+00:00

## Health v2 (maintenance only)
Score: 59/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 98, release rhythm 25, longevity 31
- inputs: {"age_days": 442, "days_push": 12, "days_rel": 286, "gap_med": null, "n_releases_24m": 1}
- flags: none
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 3354, forks 33 (observed 2026-08-28T04:07:57.924109+00:00)

## What it is
A Python SDK for Oxylabs AI Studio, a commercial API offering AI-powered web scraping, crawling, search, site mapping, and browser automation driven by natural language prompts. It returns structured data (JSON, markdown, CSV, TOON) suitable for feeding LLM agents with fresh web data.

## Use cases
- scrape product data from any website with a natural language prompt
- crawl a site and extract pages matching a description
- feed fresh web data to LLM agents
- generate extraction schemas automatically from a prompt
- automate a browser with AI to find information
- map a domain to find relevant URLs
- search the web via API for AI grounding

## When to choose
- you want prompt-driven scraping without writing parsers or managing proxies
- you need structured web data for RAG or AI agents
- you want a managed alternative to Firecrawl or Tavily
- you need JavaScript rendering and geo-targeting handled for you

## When to avoid
- you need a fully free, self-hosted scraping solution - this is a paid commercial API
- you want fine-grained control over scraping logic rather than AI-driven extraction
- your project cannot depend on an external cloud service or API key
- you only need simple HTTP fetching without AI parsing

## Facets
- artifact type: library
- maturity: active
- function: web-scraping, http-client, sdk, search-engine, agent-framework
- domain: web-development, artificial-intelligence, crawlers, developer-tools
- platform: python, cloud, cli
- tags: ai-scraper, ai-crawler, browser-automation, llm-grounding, commercial-api, firecrawl-alternative, tavily-alternative, structured-data-extraction, mcp, data-engineering

## Member repositories
- oxylabs/oxylabs-ai-studio-py (main) score 59

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:07:57.924109+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-29T18:40:56.390521+00:00, confidence not recorded.
  - readme: https://github.com/oxylabs/oxylabs-ai-studio-py (fetched 2026-08-28T04:07:57.924109+00:00, sha 9b8117a19d42)
  - homepage: https://aistudio.oxylabs.io/ (fetched 2026-08-29T09:34:04.677157+00:00, sha c1743db81ade)
  - site_page: https://aistudio.oxylabs.io/pricing (fetched 2026-08-29T09:34:04.680667+00:00, sha 9226846bdd8d)
  - site_page: https://aistudio.oxylabs.io/releases (fetched 2026-08-29T09:34:04.682797+00:00, sha 2807647bbec5)
- Data as of 2026-08-30T08:39:29.467469+00:00.