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Comparison

Scrapegraph-ai vs chatWeb

Scrapegraph-ai (Python scraper based on AI for web data extraction and LLM integration) vs chatWeb (Web and document content extraction & summarization with question answering capabilities) - live GitHub stats and typed graph relationships, not marketing.

Markdown twin · Scrapegraph-ai alternatives · chatWeb alternatives

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Scrapegraph-ai

ScrapeGraphAI/Scrapegraph-ai

28kpushed Jun 25, 2026
vs

chatWeb

SkywalkerDarren/chatWeb

913pushed May 25, 2026

Tagline

Scrapegraph-ai
Python scraper based on AI for web data extraction and LLM integration
chatWeb
Web and document content extraction & summarization with question answering capabilities

Stars

Scrapegraph-ai
28k
chatWeb
913

Forks

Scrapegraph-ai
2.7k
chatWeb
137

Open issues

Scrapegraph-ai
3
chatWeb
7

Language

Scrapegraph-ai
Python
chatWeb
Python

Adopt for

Scrapegraph-ai
ScrapeGraphAI is an AI-powered Python library for web data extraction and LLM integration, supporting various document types like HTML, JSON, Markdown, etc.
chatWeb
ChatWeb is designed for extracting and summarizing content from web pages, PDFs, DOCX, and TXT files using GPT-3.5 embeddings with a vector database back-end

Persona

Scrapegraph-ai
-
chatWeb
-

Runtime

Scrapegraph-ai
-
chatWeb
-

License

Scrapegraph-ai
MIT License
chatWeb
MIT

Last pushed

Scrapegraph-ai
Jun 25, 2026
chatWeb
May 25, 2026

Categories

Scrapegraph-ai
LLM Frameworks, Developer Tools
chatWeb
Data & Retrieval, Inference & Serving

Trust and health

Maintenance

Scrapegraph-ai
Active (82%)
chatWeb
Steady (60%)

Days since push

Scrapegraph-ai
13d
chatWeb
43d

Open issues (now)

Scrapegraph-ai
3
chatWeb
7

Owner type

Scrapegraph-ai
Organization
chatWeb
User

Security scan

Scrapegraph-ai
No lockfile
chatWeb
No criticals

Full report

Scrapegraph-ai
Trust report

Typed relationship

Scrapegraph-ai alternative chatWebBoth ChatWeb and Scrapegraph-AI are focused on web data extraction for LLM integration, although their methodologies might differ slightly.

Shared compatibility

  • Python · Scrapegraph-ai: Python runtime · chatWeb: Python runtime

Choose Scrapegraph-ai if…

  • Pricing: No specific pricing mentioned, but a cloud-based enhanced version is promoted on the repository.
  • Both ChatWeb and Scrapegraph-AI are focused on web data extraction for LLM integration, although their methodologies might differ slightly.
  • Tags unique to Scrapegraph-ai: markdown, large-language-model, llm, ai-search.
  • Also covers LLM Frameworks, Developer Tools.
  • - When you need a fast setup with fewer lines of code (approx. 5 lines) to get started.

When NOT to use Scrapegraph-ai

  • - If your project has strict data privacy regulations and requires on-premises installation of the scraping tool because ScrapeGraphAI promotes its cloud-based services which may not comply with those
  • - When you require detailed customizations in scraping behaviors that aren’t supported through the integrations it provides.
  • - In scenarios where you are working solely with non-Python frameworks or when Python is explicitly disallowed by organizational policies.

Choose chatWeb if…

  • Both ChatWeb and Scrapegraph-AI are focused on web data extraction for LLM integration, although their methodologies might differ slightly.
  • Tags unique to chatWeb: news-extractor, ai, gpt-35-turbo, chatgpt.
  • Also covers Data & Retrieval, Inference & Serving.
  • - Use ChatWeb when you need to extract and summarize information from multiple file formats (web pages, PDF, DOCX, TXT) in an automated manner by leveraging GPT-3.5 for analysis.

When NOT to use chatWeb

  • - Avoid using ChatWeb when you need real-time responses or high-frequency API calls since it relies on GPT-3.5 which has limitations on throughput and rate limits.
  • - Do not use for tasks where the content format is unsupported by the tool (e.g., JPG, PNG files that require OCR) as it can only process web text, PDFs, DOCX, and TXT files.
  • - If you have strict data privacy concerns, especially regarding handling sensitive information in conjunction with external APIs like OpenAI's (due to potential cloud storage or processing), consider

Explore

Related comparisons

Common questions

What is the difference between Scrapegraph-ai and chatWeb?
Scrapegraph-ai: Python scraper based on AI for web data extraction and LLM integration. chatWeb: Web and document content extraction & summarization with question answering capabilities. See the comparison table for live GitHub stats and shared categories.
When should I choose Scrapegraph-ai over chatWeb?
Choose Scrapegraph-ai over chatWeb when Pricing: No specific pricing mentioned, but a cloud-based enhanced version is promoted on the repository; Both ChatWeb and Scrapegraph-AI are focused on web data extraction for LLM integration, although their methodologies might differ slightly; Tags unique to Scrapegraph-ai: markdown, large-language-model, llm, ai-search; Also covers LLM Frameworks, Developer Tools; - When you need a fast setup with fewer lines of code (approx. 5 lines) to get started.
When should I choose chatWeb over Scrapegraph-ai?
Choose chatWeb over Scrapegraph-ai when Both ChatWeb and Scrapegraph-AI are focused on web data extraction for LLM integration, although their methodologies might differ slightly; Tags unique to chatWeb: news-extractor, ai, gpt-35-turbo, chatgpt; Also covers Data & Retrieval, Inference & Serving; - Use ChatWeb when you need to extract and summarize information from multiple file formats (web pages, PDF, DOCX, TXT) in an automated manner by leveraging GPT-3.5 for analysis.
When should I avoid Scrapegraph-ai?
- If your project has strict data privacy regulations and requires on-premises installation of the scraping tool because ScrapeGraphAI promotes its cloud-based services which may not comply with those - When you require detailed customizations in scraping behaviors that aren’t supported through the integrations it provides. - In scenarios where you are working solely with non-Python frameworks or when Python is explicitly disallowed by organizational policies.
When should I avoid chatWeb?
- Avoid using ChatWeb when you need real-time responses or high-frequency API calls since it relies on GPT-3.5 which has limitations on throughput and rate limits. - Do not use for tasks where the content format is unsupported by the tool (e.g., JPG, PNG files that require OCR) as it can only process web text, PDFs, DOCX, and TXT files. - If you have strict data privacy concerns, especially regarding handling sensitive information in conjunction with external APIs like OpenAI's (due to potential cloud storage or processing), consider
Is Scrapegraph-ai or chatWeb more popular on GitHub?
Scrapegraph-ai has more GitHub stars (28,174 vs 913). Stars measure visibility, not whether either tool fits your constraints.
Are Scrapegraph-ai and chatWeb open source?
Yes - both are open-source projects on GitHub (Scrapegraph-ai: MIT, chatWeb: MIT).
Where can I find alternatives to Scrapegraph-ai or chatWeb?
GraphCanon lists graph-backed alternatives at /tools/scrapegraphai-scrapegraph-ai/alternatives and /tools/skywalkerdarren-chatweb/alternatives (/tools/scrapegraphai-scrapegraph-ai/alternatives.md, /tools/skywalkerdarren-chatweb/alternatives.md), ranked by typed relationship edges rather than popularity votes.
Is there a machine-readable version of this comparison?
Yes. The markdown twin at /compare/scrapegraphai-scrapegraph-ai-vs-skywalkerdarren-chatweb.md mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
Which is better maintained, Scrapegraph-ai or chatWeb?
Scrapegraph-ai: Active. chatWeb: Steady. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
Where are the full trust reports for Scrapegraph-ai and chatWeb?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: Scrapegraph-ai: /tools/scrapegraphai-scrapegraph-ai/trust; chatWeb: /tools/skywalkerdarren-chatweb/trust.

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