Progress Software Announces General Availability of MarkLogic Server 12 with Breakthrough Results in Semantic RAG.

Progress Software has announced the general availability of MarkLogic Server 12, which features advanced semantic search and graph Retrieval-Augmented Generation (RAG) capabilities. The release enables scalable, rapid, and cost-effective retrieval of data, on-premises or in the cloud, and has been reported to deliver 33% higher LLM accuracy and faster discovery for customers.

Progress Software (Nasdaq: PRGS) has announced the general availability of MarkLogic Server 12, a significant advancement in AI capabilities. The new release features advanced semantic search and graph Retrieval-Augmented Generation (RAG) capabilities, enabling organizations to ground generative AI in their trusted data. This results in more accurate and secure AI-driven outcomes.

The new capabilities have been demonstrated to enhance Large Language Model (LLM) response accuracy by an average of 33%. Early adopters have reported substantial improvements, with notable success stories including a financial services firm that improved accuracy from 70% to 95%, and an agribusiness that achieved a 50% to 90% increase in correct answer rates. Chemical Abstracts Service (CAS) exemplifies the impact, reducing its content acquisition to product delivery timeline from 18 months to just 90 days, an 83% reduction.

MarkLogic Server 12 offers scalable, rapid, and cost-effective retrieval options, both on-premises and in the cloud. Key features include native vector search, Virtual Views for ad-hoc analysis, BM25 relevance ranking, and advanced semantic algorithms. These enhancements position Progress Software to capitalize on the growing enterprise trend toward more sophisticated, trustworthy AI implementations.

Progress Software's strategic expansion into the high-growth enterprise AI market focuses on data quality and context, which are increasingly recognized as the differentiating factors in successful AI implementations. The company is showcasing its semantic search and graph RAG approach at Ai4 2025 in Las Vegas, where attendees can learn more about unlocking data's full potential through proven RAG methodologies.

Progress Software's MarkLogic Server 12 is now available. For more information, visit [Progress Software's website](https://www.progress.com/marklogic/server/latest-updates).

References:
[1] https://www.stocktitan.net/news/PRGS/progress-software-announces-general-availability-of-mark-logic-s6u8pk2etwlk.html