Kioxia Unveils KIOXIA AiSAQ: Transformative Technology for AI Workflows
Tokyo — Kioxia Corporation, a global leader in memory solutions, has announced the release of its new All-in-Storage ANNS with Product Quantization (KIOXIA AiSAQ) technology. This innovative algorithm, optimized for solid-state drives (SSDs), boosts the scalability and accuracy of vector databases in retrieval-augmented generation (RAG) workflows without the need to store index data in DRAM.
Scaling AI Workflows with KIOXIA AiSAQ
Generative AI systems require significant resources, often leading to high deployment costs. RAG is a vital step in refining large language models (LLMs) with company-specific data. At the heart of RAG is the vector database, which transforms data into feature vectors and uses ANNS algorithms to identify similar vectors. Traditional ANNS algorithms operate in DRAM to ensure fast performance, but KIOXIA AiSAQ elevates RAG to new heights.
Key Features of KIOXIA AiSAQ
- Efficient Scaling: KIOXIA AiSAQ enables large-scale vector databases to function without the constraints of limited DRAM resources, enhancing RAG system performance.
- Instant Launch: The technology eliminates the need to load index data into DRAM, allowing vector databases to launch instantly. This facilitates seamless switching between user-specific or application-specific databases on the same server.
- Optimized for Cloud: By storing indexes in disaggregated storage, KIOXIA AiSAQ is primed for cloud systems. It supports dynamic adjustability of vector database search performance for specific users or applications, as well as rapid migration of search instances across servers.
Implications for the Future of AI
Kioxia’s commitment to pushing the boundaries of AI is evident in its open-source contribution of KIOXIA AiSAQ. This move democratizes access to cutting-edge technology, enabling developers and researchers worldwide to harness its power. By addressing the scalability and performance challenges associated with RAG workflows, KIOXIA AiSAQ is poised to accelerate advancements in AI across various industries.
About Kioxia Corporation
Kioxia Corporation stands at the forefront of memory solutions, dedicated to the creation and distribution of state-of-the-art flash memory and SSDs. Born from Toshiba Memory, Kioxia’s legacy in pioneering technologies like NAND flash memory extends over three and a half decades. With its innovative 3D flash memory technology, BiCS FLASH™, Kioxia is shaping the future of storage in high-density applications, from smartphones to data centers and generative AI systems.
Paving the Way for AI Breakthroughs
As AI continues to transform industries, the demands on memory solutions grow ever higher. KIOXIA AiSAQ represents a major step forward in addressing these challenges, ensuring that advanced AI workflows can scale efficiently and accurately. By releasing this technology as open-source software, Kioxia is fostering collaboration and innovation, paving the way for future AI breakthroughs.
Kioxia Corporation is creating a future where memory powers choice and value for customers and society. With KIOXIA AiSAQ at its core, the company is set to lead the way in transformative AI technologies.
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We invite you to explore KIOXIA AiSAQ further. Share your insights, ask questions, and connect with like-minded professionals. Together, let’s drive the future of AI and machine learning.
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Media Inquiries:
Satoshi Shindo / Koji Takahata
Kioxia Corporation, Sales Strategic Planning Division
Tel: +81-3-6478-2404
Customer Inquiries:
Kioxia Group, Global Sales Offices
Source: Kioxia Corporation
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