esci

Here are 5 public repositories matching this topic...

albertobarnabo / product-search-embeddings

Self-hosted AI product search for e-commerce — embeddings + reranker trained on 427k real Amazon relevance judgments. Runs on CPU. No per-query fees.

machine-learning ecommerce self-hosted embeddings shopify semantic-search reranker huggingface product-search sentence-transformers esci cross-encoder vector-search-information-retrieval

Updated Jul 23, 2026
Python

adlakhavansh / product-rag

Star

Hybrid retrieval pipeline for e-commerce search, scored against Amazon's ESCI human relevance judgments: 8,956 queries, graded nDCG@10, paired significance tests on every stage delta.

python benchmarking information-retrieval semantic-search rag vector-search esci pgvector

Updated Sep 28, 2026
Python

gfmoore / esci-dances

Star

A JavaScript implementation of the ESCI software simulator used in Introduction to The New Stastistics (by Geoff Cumming and Robert Calin-Jageman)

statistics simulation esci

Updated Sep 3, 2020
JavaScript

DAShaikh10 / eCommerce-Query-Intelligence

Star

query-understanding esci query-understanding-engine

Updated Aug 10, 2026

tanmay0401 / code-mixed-search-benchmark

Star

Reproducible IR benchmark for Hinglish / code-mixed product search on Amazon ESCI: BM25 vs multilingual dense vs LLM reranking, evaluated with nDCG/MRR + failure analysis.

nlp benchmark information-retrieval bm25 reranking code-mixed esci hinglish dense-retrieval

Updated Jul 9, 2026
Python

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