maheshsmc/dense-retriever-day6

Dense Retriever — Day 6 (Embeddings vs Keywords)

This Space demonstrates a dense (embedding) retriever using SentenceTransformers. Paste your own small corpus (one passage per line) or use the default tiny corpus.

How to use

1. 1.Enter a query.
2. 2.(Optional) Paste a custom corpus (one line = one doc). Leave empty to use the default.
3. 3.Choose Top‑K.
4. 4.Click Submit.

Local run

pip install -r requirements.txt
python app.py

Notes

• —Model: all-MiniLM-L6-v2 (fast & lightweight)
• —CPU works fine for tiny demos.