Altair RapidMiner Unlocks Next-Level Capabilities With Advanced AI Agent Framework
Altair RapidMiner Unlocks Next-Level Capabilities With Advanced AI Agent Framework
New features in Altair RapidMiner for AI agents include:Altair (Nasdaq: ALTR), a global leader in computational intelligence, announced that Altair RapidMiner, its data analytics and artificial intelligence (AI) platform, now empowers users to seamlessly build and deploy advanced AI agents. Organizations can leverage Altair RapidMiner to integrate generative AI (genAI) agents into their workflows, enabling transformative automation and operational intelligence.
Altair（納斯達克：ALTR）是計算智能的全球領導者，宣佈其數據分析和人工智能（AI芯片）平台Altair RapidMiner現已使用戶能夠輕鬆構建和部署先進的人工智能代理。組織可以利用Altair RapidMiner將生成性人工智能（genAI）代理集成到他們的工作流程中，從而實現變革性的自動化和運營智能。
"Altair RapidMiner, already a trusted platform for machine learning and data analytics, is now taking the next step with our AI agent framework. By enabling users to build autonomous AI agents that seamlessly integrate graph-based intelligence, machine learning, simulations, and business rules, we're unlocking new possibilities," said Sam Mahalingam, chief technology officer, Altair. "This innovative approach, built on the trusted foundation of Altair RapidMiner, allows organizations to maximize the value of their data and achieve a competitive edge."
「Altair RapidMiner已經是一個值得信賴的機器學習和數據分析平台，現在正在通過我們的人工智能代理框架邁出下一步。通過使用戶能夠構建無縫集成圖形智能、機器學習、仿真和業務規則的自主人工智能代理，我們正在開啓新的可能性，」Altair首席技術官Sam Mahalingam說道。「這一創新方法建立在Altair RapidMiner的可靠基礎上，使組織能夠最大限度地利用他們的數據，實現競爭優勢。」
This new capability brings together the most advanced features of leading AI agent frameworks and enhances them with Altair RapidMiner's signature strengths. By combining graph-based intelligence, dynamic agent collaboration, and integrations with physical simulations, traditional machine learning models, and business rules, Altair RapidMiner enables users to create comprehensive, computationally optimized automation systems.
這一新能力彙集了領先人工智能代理框架的最先進功能，並結合了Altair RapidMiner的標誌性優勢。通過結合基於圖形的智能、動態代理協作以及與物理仿真、傳統機器學習模型和業務規則的集成，Altair RapidMiner使用戶能夠創建全面的、計算優化的自動化系統。
New features in Altair RapidMiner for AI agents include:
Altair RapidMiner針對人工智能代理的新功能包括：
- AI fabric: intelligent ecosystems within reach – Altair RapidMiner supports agents that operate within an AI fabric: a dynamic, graph-powered environment that unifies data, actions, and actors into a seamless ecosystem. This helps users transform operations into intelligent, adaptive systems where agents collaborate with humans and other systems in real time.
- Graph-powered contextual intelligence – At the heart of this new framework is Altair RapidMiner's ability to leverage knowledge graphs, which provide AI agents with a comprehensive understanding of relationships, dependencies, and real-time data. Graph-based intelligence empowers agents to navigate complex systems, adapt to new information, and generate actionable insights.
- Seamless integration with advanced computational systems – Users can now combine agentic AI capabilities with physical simulations, traditional machine learning models, and conventional business rules. This unique integration creates a unified platform that blends cutting-edge AI with proven approaches to deliver robust, optimized, and scalable automation.
- Built-in governance and traceability – Altair RapidMiner ensures AI agents' actions are always traceable and governed by a universal access control framework. Every interaction – whether a human intervention or an agent decision – is logged as part of the graph, providing full transparency and accountability.
- Enhanced multi-agent collaboration – AI agents in Altair RapidMiner aren't static tools – they are dynamic participants in workflows. They act as adaptive nodes within the graph, continuously refining their context, collaborating with other agents, and orchestrating processes alongside human users to achieve seamless automation and decision-making.
- 人工智能生態系統：觸手可及的智能生態系統 -- Altair RapidMiner支持在人工智能生態系統中操作的代理：一個動態的、基於圖形的環境，將數據、行動和參與者統一成一個無縫的生態系統。這有助於用戶將操作轉變爲智能、自適應的系統，代理可以與人類和其他系統實時協作。
- 圖形驅動的上下文智能 - 此新框架的核心是Altair RapidMiner利用知識圖譜的能力，知識圖譜爲AI代理提供了對關係、依賴和實時數據的全面理解。基於圖形的智能使代理能夠在複雜系統中導航，適應新信息，並生成可操作的洞見。
- 與先進計算系統的無縫集成 - 用戶現在可以將代理AI能力與物理模擬、傳統機器學習模型和常規業務規則相結合。這種獨特的集成創造了一個統一的平台，將前沿AI與經過驗證的方法相結合，以提供強大、優化和可擴展的自動化。
- 內置治理和可追溯性 - Altair RapidMiner確保AI代理的行爲始終可以追蹤，並受到通用訪問控制框架的管理。每一次交互 - 無論是人類干預還是代理決定 - 都作爲圖的一部分被記錄，提供完全的透明度和問責制。
- 增強的多代理協作 - Altair RapidMiner中的AI代理不是靜態工具 - 它們是工作流中的動態參與者。它們在圖中作爲自適應節點，持續完善其上下文，與其他代理協作，並與人類用戶共同協調流程，以實現無縫的自動化和決策。
Altair RapidMiner's AI agent capabilities also include all the advanced features users expect from modern agent frameworks, including:
Altair RapidMiner的AI代理能力還包括用戶所期望的所有高級功能，具體包括：
- Natural language understanding (NLU) – Allows agents to process and interpret complex inputs.
- Tool integration – Seamlessly connects to APIs, enterprise systems, and external tools.
- Multi-agent coordination – Allows agents to easily collaborate on complex, multi-step tasks.
- Context awareness and memory – Persistent memory ensures continuity across tasks and interactions.
- Advanced planning and reasoning – Makes dynamic strategy adjustments based on real-time inputs.
- 自然語言理解（NLU） - 允許代理處理和解釋複雜輸入。
- 工具集成 - 無縫連接到API、企業系統和外部工具。
- 多代理協調 - 允許代理輕鬆協作處理複雜的多步驟任務。
- 上下文意識和記憶 – 持久內存確保在任務和交互之間的連續性。
- 愛文思控股的規劃和推理 – 根據實時輸入進行動態策略調整。
To learn more about Altair RapidMiner, visit .
要了解更多關於Altair RapidMiner的信息，請訪問。
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About Altair
關於Altair
Altair is a global leader in computational intelligence that provides software and cloud solutions in simulation, high-performance computing (HPC), data analytics, and AI. Altair enables organizations across all industries to compete more effectively and drive smarter decisions in an increasingly connected world – all while creating a greener, more sustainable future. To learn more, please visit .
Altair是全球計算智能領域的領先者，提供在仿真、高性能計算（HPC）、數據分析和人工智能方面的軟件和雲解決方案。Altair使各行各業的組織能夠在日益互聯的世界中更有效地競爭，並推動更明智的決策，同時創造一個更綠色、更可持續的未來。要了解更多，請訪問。
譯文內容由第三人軟體翻譯。
