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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Sharath Prakash

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Preprint Aug 2026

Generating Query Context for Relational Databases

This work presents an automated approach for generating query context for relational databases that defines query flows that capture common patterns of data retrieval and analysis questions, systematically generates data models by traversing these flows, and instantiates them with specific values sampled from the datab...

Alekh Jindal, J. Pandey, C. Pavlopoulou et al. · 0 citations
Preprint Aug 2026

Guided Table Retrieval for Structured Data Search

guided table retrieval is presented, a four-phase pipeline that combines deterministic grounding via hash-based predictors, structural exploration of join-graph reachability, LLM-powered disambiguation of sources and targets, and algorithmic merging into minimal, topologically ordered join trees.

Alekh Jindal, J. Pandey, C. Pavlopoulou et al. · 0 citations

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