ScriptAI Tools & APIsv1.0

Web Scraping Pipeline

by AaaS · open-source · Last verified 2026-03-01

Automated web scraping pipeline with configurable crawl depth, content extraction, and rate limiting. Converts web content into clean text documents suitable for embedding and RAG ingestion with support for dynamic JavaScript-rendered pages.

https://aaas.blog/script/web-scraping-pipeline ↗

C—Below Average

Adoption: B+Quality: B+Freshness: B+Citations: FEngagement: F

Specifications

License: MIT
Pricing: open-source
Capabilities: web-crawling, content-extraction, rate-limiting, js-rendering, structured-output
Integrations: beautifulsoup4, playwright, langchain
Use Cases: knowledge-base-sourcing, competitive-intelligence, content-aggregation, documentation-indexing
API Available: No
Language: python
Dependencies: beautifulsoup4, playwright, aiohttp, langchain, html2text
Environment: Python 3.11+ with Playwright browsers installed
Est. Runtime: 5-60 minutes depending on crawl scope
Tags: script, automation, scraping, web, crawling
Added: 2026-03-17
Completeness: 80%

Index Score

Adoption

Quality

Freshness

Citations

Engagement

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