Data and Analytics

The exponential growth of LLM-based AI services has intensified the need for real-time data retrieval and efficient AI inference. Current systems struggle with high latency and power consumption due to the separation of retrieval and inference processes. Addressing these inefficiencies, Dnotitia, Inc., an AI and semiconductor solutions startup, has partnered with HyperAccel, a fabless semiconductor firm specializing in AI acceleration, to develop the world’s first RAG-specialized AI system. This collaboration integrates Dnotitia’s Vector Data Processing Unit (VDPU) chip with HyperAccel’s Large Language Model Processing Unit (LPU) chip, creating a unified system designed to optimize both retrieval and inference simultaneously.

H2O.ai, a leader in agentic AI, has partnered with VAST Data, a top AI data platform provider, to bring generative and predictive AI capabilities to enterprise-scale datasets. This collaboration integrates H2O.ai’s h2oGPTe platform with VAST Data’s high-performance infrastructure, delivering scalable AI-powered insights across diverse data types, including video, audio, documents, and sensor data