awesome-search
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Awesome Search - this is all about the (e-commerce, but not only) search and its awesomeness
- [Putting Search Ranking in Perspective](https://dtunkelang.medium.com/putting-search-ranking-in-perspective-1b3094e38105) - [A/B testing metrics — Evaluating the best metrics for your search](https://www.algolia.com/blog/engineering/a-b-testing-metrics-evaluating-the-best-metrics-for-your-search/) - [Understanding Elasticsearch Combined Fields And Multi Match Queries](https://spinscale.de/posts/2021-05-28-understanding-elasticsearch-combined-fields-multi-match-queries.html) - [Part 1:...
* [Search: Query Matching via Lexical, Graph, and Embedding Methods](https://eugeneyan.com/writing/search-query-matching/) * [Designing search for your product. Find your way around one of the most universal features](https://medium.muz.li/designing-search-for-your-product-758c97a64fc8) * [Compute Mean Reciprocal...
spacy - A tour of awesome features of spaCy (part 1/2) - https://medium.com/eliiza-ai/a-tour-of-awesome-features-of-spacy-part-1-2-58b32425954f - A tour of awesome features of spaCy (part 2/2) - https://medium.com/eliiza-ai/a-tour-of-awesome-features-of-spacy-part-2-2-d7bd628a81ce - How to Train NER...
# Articles [Building Smarter Search Products: 3 Steps for Evaluating Search Algorithms](https://shopify.engineering/evaluating-search-algorithms) [Clothes in Space: Real-time personalization in less than 100 lines of code](https://blog.coveo.com/clothes-in-space-real-time-personalization-in-less-than-100-lines-of-code/) [(Definitely Not) Lost in Translation: ‘Translating’...
### why the smartSuggest module might matter to you Guide the user during the search formulation process to facilitate accurate data entry, encourage exploratory search and boost product discovery. https://blog.searchhub.io/why-weve-developed-the-searchhub-smartsuggest-module-and-why-it-might-matter-to-you...
[Detecting Image Duplicates at OLX Scale](https://tech.olx.com/detecting-image-duplicates-at-olx-scale-7f59e4b6aef4) > Perceptual Hashes [https://zentity.io/](https://zentity.io/) > deduplication [Determining compatibility](https://towardsdatascience.com/determining-compatibility-b952d941c22a) [Knowledge graphs applied in the retail industry](https://towardsdatascience.com/knowledge-graphs-applied-in-the-retail-industry-ecac4e7baf8) [The Ecommerce Knowledge Graph - Semantics3 Labs](https://www.semantics3.com/blog/the-ecommerce-knowledge-graph-semantics3-labs/)
- BERT for dummies — Step by Step Tutorial - https://towardsdatascience.com/bert-for-dummies-step-by-step-tutorial-fb90890ffe03 DIY Practical guide on Transformer. Hands-on proven PyTorch code for Intent Classification in NLU with BERT fine-tuned. - Simple...
[Diversity vs. Relevance in Search Systems](https://opensourceconnections.com/blog/2019/09/05/diversity-vs-relevance/) [Maximizing Relevance with Hyperparameter Optimization](https://opensourceconnections.com/blog/2023/02/02/maximizing-relevance-with-hyperparameter-optimization/) [Feedback debt: what the Segway teaches search teams](https://opensourceconnections.com/blog/2020/03/19/feedback-debt/) [Pete learns that sometimes redirects are all you need](https://opensourceconnections.com/blog/2023/02/22/redirects-are-all-you-need/) [Applying Vector...
[Leveraging frozen embeddings in Vespa with SentenceTransformers](https://blog.vespa.ai/leveraging-frozen-embeddings-in-vespa-with-sentence-transformers/) [Improving Product Search with Learning to Rank - part one](https://blog.vespa.ai/improving-product-search-with-ltr/) [Improving Product Search with Learning to Rank - part two](https://blog.vespa.ai/improving-product-search-with-ltr-part-two/) [Pretrained Transformer Language...
