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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Rebecca Steinert

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2026

SEGRA: Structured Experience-Guided Graph Reasoning Agent for Gremlin Based Question Answering

SEGRA is introduced, an experience-guided agent for enterprise text-to-Gremlin question answering that integrates intent routing, schema-and taxonomy-grounded query generation, multi-shot decomposition, execution-aware verification, and a curriculum-bootstrapped skill library that reuses verified query patterns.

Saiyue Lyu, Mariam Dundua, Vishaal Kapoor et al. · 0 citations
#artificial intelligence Preprint Jul 2026

SEGRA: A Structured Experience Guided Reasoning Agent for Property Graph Question Answering

SEGRA is introduced, an experience-guided agent for enterprise text-to-Gremlin question answering that integrates intent routing, schema- and taxonomy-grounded query generation, multi-shot decomposition, execution-aware verification, and a curriculum-bootstrapped skill library that reuses verified query patterns.

Saiyue Lyu, Mariam Dundua, Vishaal Kapoor et al. · 0 citations

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