Search Engine
An information-retrieval system with dense and sparse retrieval
An information-retrieval system built from the ground up in Python, combining classical and neural retrieval over a Persian-language corpus.
Highlights
- TF-IDF ranking for sparse lexical retrieval
- ParsBERT embeddings for dense semantic retrieval
- K-means clustering to organize the document space
- FAISS for efficient approximate nearest-neighbor search at query time