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Build Your Own Search Engine

Build a full-text search engine from scratch. You'll tokenize documents, build inverted indexes with positions, support boolean and phrase queries, rank with TF-IDF and BM25, add field boosts, compress posting lists with VByte+delta encoding, and even add spell correction. By the end you'll deeply understand how Lucene, Elasticsearch, Tantivy, and Meilisearch actually work.

intermediateFree3 hours13 lessons
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Build Your Own Search Engine