Real-time Generative AI with Fusion GraphRAG
Fusion GraphRAG, built on NebulaGraph, transforms how enterprises utilize LLMs by harnessing both graph-based reasoning and native vector search capabilities. This enables hybrid queries that integrate structured relationships and unstructured semantics for more accurate, traceable and context-aware retrieval.
Context-Aware Knowledge Retrieval
Unlike traditional vector-based RAG systems relying on embeddings, Fusion GraphRAG leverages knowledge graphs to provide deeper contextual understanding and interconnected data relationships.
Domain Knowledge Integration
Fusion GraphRAG allows enterprises to unify structured and unstructured data into a knowledge graph, ensuring that LLMs deliver highly relevant answers based on domain-specific information.
Traceable and Explainable Results
Fusion GraphRAG traces the origin of retrieved data, offering explainable insights that build trust and accountability, unlike opaque vector-based retrieval systems.
Fusion GraphRAG Architecture & Core Capabilities
Empower Precise Customer Support
Fusion GraphRAG connects FAQs, troubleshooting guides, and user interaction histories in a knowledge graph, enabling professional Q&A systems to deliver precise, context-aware answers. By tracing the logic behind each response, the system ensures transparency and builds trust while reducing resolution times significantly.
Accelerate Data-Driven Decisions
Fusion GraphRAG enables the creation of accurate and traceable financial reports according to the user requests. By incorporating domain-specific knowledge, the system ensures reports are highly relevant and traceable to their data sources, enabling faster and more reliable decision-making.
Prevent System Failures Proactively
Fusion GraphRAG integrates operational data, logs, and failure patterns into a knowledge graph, enabling intelligent bots to identify anomalies, predict failures, and trace root causes. This proactive approach minimizes downtime and enhances system reliability for mission-critical operations.
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