DeepGraph 深图 - Graph AI for Relationship Intelligence

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DeepGraph 深图 — 新一代 Graph AI 关系智能平台。LLM 理解语义 · Graph 连接关系 · GNN 智能推理。让复杂关系可理解,让隐藏关联可发现。支持亿级图规模验证,92%+ GNN 预测准确率。

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We built DeepGraph around a simple idea:

AI should not only understand data — it should understand relationships.

Most AI systems are good at understanding text and generating answers, but many real-world problems depend on how things are connected.

DeepGraph brings Graph + GNN + LLM together:

• LLM understands the question
• Graph connects the evidence
• GNN predicts patterns and risks
• AI Agent orchestrates the analysis

You can ask a question in natural language, and DeepGraph can plan the analysis, query relationships, run graph algorithms and GNN models, trace evidence, and generate an explainable result.

We're starting with relationship intelligence and risk analysis, but the underlying platform is designed for much broader use cases.

We're still early, and we'd really like to hear from the Product Hunt community:

What problems would you solve if AI could reason over relationships in your data?