searchify GitHub
Searchify

This is the tool you need for the hackathon.

The best web information pipeline for your project.

  • Search the web and read any page through one API.
  • Runs on your machine. No API keys, no bill.
  • Gets through bot protection without solving captchas.
  • Open source. Read it, fork it, ship it.

Ranked by NVIDIA Nemotron.
206 ms per question.

mMiniLM sorts every passage first, Llama Nemotron Rerank 1B reorders the top 5 sources. Twice as fast as Nemotron alone.

mMiniLM + Nemotron
206 ms
Nemotron only
436 ms

Warm median, models loaded, RTX 3070 Ti, 4 questions in German and English, 3 runs each.
Built with Llama.

Searchify against the top 4 scrapers.

Clean text quality

Searchify
84%
Patchright
83%
Trafilatura
82%
Firecrawl
73%
Crawl4AI
66%

Bot protected pages read

Searchify
31%
Firecrawl
19%
Crawl4AI
15%
Patchright
0%
Trafilatura
0%

Time until 95% of normal pages are done

Trafilatura
0.9 s
Searchify
1.2 s
Crawl4AI
3.6 s
Patchright
7.2 s
Firecrawl
9.0 s

146 fresh pages, same pages for every tool, 15 October 2026. Shorter is better for time.

Answer quality eval coming.

Download the tool.

Get it on GitHub Give it a star github.com/sami-mag07/searchify-l

1 Install the package.

pip install "searchify[rerank] @ git+https://github.com/sami-mag07/searchify-l"

2 Drop the skill/ folder into Claude Code, or any agent with skills.

Malek and Sami with the first place trophy at the CODE hackathon 2026

The team

Sami and Malek. 1st place at the CODE hackathon and 2nd place at the Google accessibility hackathon, Berlin 2026.