Search technology and best practices
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You search for something you know is there, and it does not come back, because the writer used different words. We ran that exact failure against nine embedding configurations from three vendors and published every number. Three of them ranked the wrong document first.
Lucenia 0.12 can mount Parquet files as searchable indexes with no ingestion and no copies. Here's why index-free search over open formats changes the math for enterprise AI retrieval.
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The next reinvention of search won't be operational — it will be architectural. Why decentralized retrieval, not serverless, is the future of search.
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Lucenia 0.9 introduces policy-driven Index State Management, OpenTelemetry integration, and AWS Marketplace support for enterprise-ready search.
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Lucenia 0.8.1 delivers major performance gains with faster search, improved vectors, and stronger retrieval foundations.
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Learn how Lucenia analyzers transform text into searchable tokens through tokenizers, filters, and stemming - the same linguistic principles we learn in school, applied at massive scale.
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How Lucenia's lightweight, geospatial-capable search platform addresses the unique challenges of theme park operations with edge computing.
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How Lucenia bridges the gap between generic AI and domain-specific business context through hybrid search capabilities.
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Great search combines intelligence, speed, cost-effectiveness, and security. Learn how Lucenia enables rapid deployment of advanced search capabilities.
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Lucenia 0.6.1 brings native document ingestion for PDFs and Word files, hybrid remote storage, and Apache Lucene 10.2 performance enhancements.
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