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KX Announces KDB.AI Integration with LlamaIndex to Fuel GenAI Application DevelopmentKX, a global leader in vector-based and time-series data management, has announced the integration of its vector database KDB.AI with LlamaIndex, an open-source framework that streamlines the ingestion, storage, and retrieval of datasets for Retrieval-Augmented Generation (RAG) applications. This collaboration empowers developers to augment Large Language Models (LLMs) with contextually accurate information, and in turn, provide more precise and relevant responses to end user queries. "We are thrilled to be working with KX to streamline the development of RAG-enabled LLM applications," said Jerry Liu, Co-founder/CEO of LlamaIndex. "KX has the profound ability to generate, store and run similarity searches quickly, efficiently and in real-time. This integration with KDB.AI is enabling us to make accurate, relevant and simplified AI applications more accessible to developers and allow for organizations to successfully continue their AI adoption journeys." Because of a lack of time-oriented data being fed into LLMs, they often have limitations in the quality of the information they can provide, resulting in outdated insights and contributing to hallucinations. Combining the capabilities of RAG and the availability of time-oriented data can alleviate these challenges and enhance LLM performance with real-time external data, significantly improving response quality and contextual relevance. KDB.AI is a highly-performant, scalable, vector database for time-orientated generative AI and contextual search. When integrated with LlamaIndex, KDB.AI simplifies the process of building sophisticated RAG applications for developers and ultimately improves the accuracy of their LLM's responses. By combining LlamaIndex and KDB.AI, developers can leverage the power of RAG solutions for a variety of applications, such as:
Find out more about this integration here.
About KX Our mission is to accelerate the speed of data and AI-driven business innovation, enabling customers to transform into real-time, intelligent enterprises. Built for the most demanding data environments, KX is trusted by the world's top investment banks, life and health sciences, semiconductor, telecommunications, and manufacturing companies. Time series and vector data management are at the heart of our products, independently benchmarked as the fastest on the market. They help our customers process data at unmatched speed and scale and empower developers, data scientists, and data engineers to build high-performance data-driven applications and turbo-charge their favorite analytics tools in the cloud, on-premise, or at the edge. KX technology enables the discovery of richer, actionable insights for faster decision making which drives competitive advantage and transformative growth for our customers. KX operates across North America, Europe, and Asia Pacific. For more information visit www.kx.com.
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