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🔍 Semantic Search Engine (Nexus)
This repository contains model artifacts for a hybrid semantic search engine.
📦 Files
faiss_index.bin→ Dense vector index (FAISS)corpus.pkl→ Document corpus (text, title, URL)bm25.pkl→ Sparse BM25 index
⚙️ Architecture
- Dense Retrieval: msmarco-bert-base-dot-v5
- Sparse Retrieval: BM25
- Reranker: cross-encoder/ms-marco-MiniLM-L-12-v2
📊 Dataset
- Wikipedia (100k articles)
🚀 Use Case
Hybrid semantic + keyword search (Google-like engine)
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