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arXiv10h ago
4.8

Demonstration of Pneuma-Seeker: Agentic System for Reifying and Fulfilling Information Needs on Tabular Data

Muhammad Imam Luthfi Balaka, Raul Castro Fernandez

View original ↗

Analysis

Viral velocity
low
Implementation gapYES
Novelty6/10
Categorytool
Topics
agentsdata-analysissqlrag

Opportunity Brief

Develop an open-source framework for iterative relational data discovery that treats user queries as inspectable specs. This tool should focus on provenance tracking and audit trails for tabular AI interactions.

Suggested repo: PneumaPy

"Turn messy data questions into inspectable, iterative specs."

Estimated effort: 80h