Maria Carrero

Lucenia 0.8.1 is a performance-driven release focused on one core mission: making retrieval faster, more efficient, and more scalable across both traditional and AI-powered workloads. Built on a powerful upgrade to Apache Lucene 10.3.1, this release delivers measurable speed improvements across lexical search, vector search, and primary key lookups.

Whether you're running high-volume log analytics, powering private-cloud AI retrieval, or supporting real-time enterprise search, Lucenia 0.8.1 strengthens the foundation of your search infrastructure—without adding complexity.

This release brings faster queries, lower CPU overhead, and better performance at scale, all while maintaining Lucenia's commitment to private, controlled deployments. Read more below for a full highlight review.

Lucenia 0.7.0 extends the reach of retrieval-native AI infrastructure with deeper model integration, broader platform support, and real-time streaming capabilities. This release introduces the Model Context Protocol (MCP) server with tool management for AI workflows, seamless event streaming for MCP over REST, and full Windows OS compatibility—making Lucenia easier than ever to deploy, manage, and integrate across diverse environments.

Whether you're orchestrating ML pipelines, embedding Lucenia into enterprise intelligence, or deploying cross-platform AI search at scale, Lucenia 0.7.0 makes your retrieval layer smarter, more adaptable, and ready for real-time AI.

First-Class Document Ingestion, Hybrid Remote Storage, and Lucene 10.2 Performance Gains

Lucenia 0.6.1 marks a major leap forward in transforming unstructured data into actionable, AI-ready insights. This release introduces native document ingestion for PDFs and Word files, smarter hybrid remote storage for durable yet lightning-fast indexing, and the cutting-edge performance of Apache Lucene 10.2—all in a platform that's easier than ever to deploy across Mac, Ubuntu, and Linux x86/ARM.

Whether you're powering legal discovery, enterprise intelligence, or AI observability pipelines, Lucenia 0.6.1 ensures that your search infrastructure is secure, cost-efficient, and retrieval-native by design. With first-class document support, 3–5x faster vector and Boolean queries, and a one-line deployment experience, building a high-performance search layer for modern AI has never been simpler.

UX Series: Part 1

In a previous post, we clarified the different categories within Enterprise Search. We focused on a common subset often referred to as Workplace Search—a term frequently confused with Enterprise Search. We explained that while Workplace Search focuses primarily on information discovery within an organization, it is just one piece of the broader enterprise search landscape.

However, Enterprise Search, as a whole, is not a singular, uniform solution. It is also often confused with analytics (that will be discussed in a later blog.) Enterprise Search is better understood as one coin with two distinct faces.

Unlock AI-Powered Search Without Compromising Security, Performance, or Cost

Lucenia 0.5.0 marks a major leap forward in secure, AI-native enterprise search. Built for organizations that want to harness the power of AI while maintaining complete control over their data, this release introduces powerful capabilities to make modern search fast, intelligent, and private by default.

Whether you're building secure Retrieval-Augmented Generation (RAG) pipelines, scaling vector search across hybrid infrastructure, or enabling natural language interaction with your internal data — Lucenia 0.5.0 is here to help.

Lucenia v0.4.0 is here, delivering powerful new capabilities designed to make search faster, smarter, and more flexible. This release includes significant enhancements to KNN vector search, a major upgrade to Lucene 10.1, expanded geospatial CRS support, and a milestone architectural refactor that continues to support fully private, hybrid, and cloud-native deployments.

Whether you're building AI-powered applications, scaling in secure environments, or fine-tuning geospatial precision, Lucenia 0.4.0 brings the performance and flexibility you need.

In today's world, data drives every business decision, customer interaction, and innovation. Yet, with rising cyber threats, safeguarding data has become a significant challenge. Enterprises need robust, secure, and compliant solutions to protect sensitive information without sacrificing efficiency. Lucenia delivers these capabilities with enterprise-grade security, built on a foundation of FIPS 140-2/3 compliance, a secure-by-design architecture, and advanced tools for multi-cloud, multi-language environments.

Boosting Performance, Expanding Deployment Options, and More

We're pleased to announce the release of Lucenia 0.2.0. This latest version enhances compute performance and storage efficiency while offering greater deployment flexibility and compatibility with industry-standard cloud technologies. Here's a breakdown of the key features:

As I prepared to interview Nicholas Knize Ph.D., CTO of Lucenia, I reflected on my journey over the past two months since joining the company. Initially, I felt daunted by the complex realm of search analytics, despite my confidence in my job responsibilities. Lucenia, a unique startup with the slogan "[SEARCH]… on your terms," often leaves those outside the tech industry puzzled, questioning even the basics of cloud technology. Yet, through this immersive experience, I have distilled these concepts into more accessible insights for a broader audience. My prior understanding of the cloud was limited to the necessity of expanding my phone's storage due to an overload of photos. Now, I am beginning to grasp why Lucenia is making waves in the industry. My curiosity led me deeper into the origins of this groundbreaking venture and to discover what inspired Dr. Knize to embark on this journey.