feat!: migrate to scrapegraph-py v2 API surface

[VinciGit00]

Summary

• Migrate all scrapegraph-py SDK usage to the new v2 API surface (see feat!: migrate Python SDK to v2 API surface scrapegraph-py#82)
• Bump dependency from scrapegraph-py>=1.44.0 to >=2.0.0
• Update core integration in SmartScraperGraph and all 3 example scripts

API mapping

v1 Method	v2 Method	File
smartscraper(website_url=, user_prompt=)	extract(url=, prompt=)	smart_scraper_graph.py, example
searchscraper(user_prompt=)	search(query=)	example
markdownify(website_url=)	scrape(url=)	example

Breaking Change

Requires scrapegraph-py>=2.0.0.

Test plan

• Verify SmartScraperGraph with llm_model="scrapegraphai/smart-scraper" works against v2 API
• Run example scripts against live API
• Existing tests pass (no other code paths affected)

🤖 Generated with Claude Code

[github-actions]

Dependency Review

The following issues were found:

• ✅ 0 vulnerable package(s)
• ✅ 0 package(s) with incompatible licenses
• ✅ 0 package(s) with invalid SPDX license definitions
• ⚠️ 5 package(s) with unknown licenses.

See the Details below.

License Issues

pyproject.toml

Package	Version	License	Issue Type
scrapegraph-py	>= 2.0.0	Null	Unknown License

requirements.txt

Package	Version	License	Issue Type
pygments	2.20.0	Null	Unknown License
requests	2.33.1	Null	Unknown License

docs/requirements.txt

Package	Version	License	Issue Type
pygments	2.20.0	Null	Unknown License
requests	2.33.1	Null	Unknown License

OpenSSF Scorecard

Package	Version	Score	Details
pip/scrapegraph-py	>= 2.0.0	Unknown	Unknown
pip/pygments	2.20.0	Unknown	Unknown
pip/requests	2.33.1	Unknown	Unknown
pip/pygments	2.20.0	Unknown	Unknown
pip/requests	2.33.1	Unknown	Unknown

Scanned Files

• docs/requirements.txt
• pyproject.toml
• requirements.txt