Agentic RAG

From Insights to Actions — RAG Evolves into an Intelligent Executor

MatrixOne Intelligence provides powerful multimodal data processing capabilities, building a solid foundation for your Agentic RAG applications — empowering agents to achieve smarter reasoning and more precise actions.

High-Quality Data Foundation Driving Agent Reasoning & Precise Action

01

Multi-Source Data Integration & Preprocessing

Seamlessly integrate heterogeneous internal and external data sources, cleanse and enhance data into AI-Ready assets accessible by agents.

02

Multimodal Knowledge Base Construction

Support text, image, audio, and video types to build cross-modal knowledge networks, giving agents stronger contextual understanding and reasoning.

03

Real-Time Data Support & Response

Millisecond-level vector retrieval and knowledge matching with dynamic knowledge base updates, enabling agents to access the latest information in real time.

Empower Agents with Reasoning, Responsiveness, and Action

  • Full-modal preprocessing breaks down agent input barriers
  • Push AI from 'answering' to 'decision-making + execution'
  • Unified data foundation simplifies the AI journey and reduces TCO
Case Study

Intelligent Bid Document Agent

A global power equipment smart manufacturing leader built an enterprise AI data foundation on MatrixOne Intelligence, unifying structured and unstructured data governance to create demonstrative agent applications.

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