Run MiniLM semantic product search in your browser, then inspect a Python FAISS + DeBERTa retrieve-and-rank pipeline for Amazon ESCI.

amazon-esci bi-encoder browser-demo cross-encoder deberta e-commerce faiss fastapi information-retrieval learning-to-rank ndcg neural-search product-search pytorch reproducibility reranking semantic-search sentence-transformers transformers transformers-js
3 Open Issues Need Help Last updated: Jul 18, 2026

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help wanted good first issue reproduction

Run MiniLM semantic product search in your browser, then inspect a Python FAISS + DeBERTa retrieve-and-rank pipeline for Amazon ESCI.

Python
#amazon-esci#bi-encoder#browser-demo#cross-encoder#deberta#e-commerce#faiss#fastapi#information-retrieval#learning-to-rank#ndcg#neural-search#product-search#pytorch#reproducibility#reranking#semantic-search#sentence-transformers#transformers#transformers-js
help wanted good first issue feedback

Run MiniLM semantic product search in your browser, then inspect a Python FAISS + DeBERTa retrieve-and-rank pipeline for Amazon ESCI.

Python
#amazon-esci#bi-encoder#browser-demo#cross-encoder#deberta#e-commerce#faiss#fastapi#information-retrieval#learning-to-rank#ndcg#neural-search#product-search#pytorch#reproducibility#reranking#semantic-search#sentence-transformers#transformers#transformers-js
help wanted good first issue feedback

Run MiniLM semantic product search in your browser, then inspect a Python FAISS + DeBERTa retrieve-and-rank pipeline for Amazon ESCI.

Python
#amazon-esci#bi-encoder#browser-demo#cross-encoder#deberta#e-commerce#faiss#fastapi#information-retrieval#learning-to-rank#ndcg#neural-search#product-search#pytorch#reproducibility#reranking#semantic-search#sentence-transformers#transformers#transformers-js