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The Prompt Craft

Semantic search over roughly 6,000 prompts gathered from Reddit.

The Prompt Craft(05.2025 – Present)

Python · Embeddings · Vector search

Find the prompt by what it means.

Roughly 6,000 prompts gathered from Reddit, embedded and searchable by meaning, so the shape you need turns up even when the words don't match.

a prompt that turns plain English into SQLby meaning
≈6,000 prompts, embedded6 nearest by meaning

At a glance

Prompts
≈6,000gathered from Reddit
Search
Vectorsby meaning, not words
Pipeline
3scrape · embed · rank
Re-index to grow
Nonejobs run separately

What I built

  • Prompt intelligence platform benchmarking roughly 6,000 model prompts scraped from Reddit.
  • Vector-embedding semantic search across the corpus, so you can find the prompt shape you need instead of the exact words.
  • Scraping, embedding and ranking run as separate jobs so the corpus can grow without a re-index.
  • Python
  • Embeddings
  • Vector search
  • FastAPI

Figures from the project's own write-up.

Live figures as of 18.10.2026.

Next project

PDF
brief.pdf
PDF
terms.pdf
PDF
scan.pdf
PDF
merged.pdf
MergeSplitCompressConvertnothing uploaded

meanpdf

A local-first PDF toolkit: merge, split, compress and convert without uploading a page.

02.2026 — Present