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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

Maruf Ahmed Mridul

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#small language model Book Open access Nov 2026

From Unstructured Text to Executable Knowledge: Automated Transformation of High-Stakes Domain Documents

This thesis investigates how unstructured documents can be reliably transformed into structured, machine-actionable, and where appropriate, executable representations using small, open-source language models deployable in-house within an organization's own private infrastructure, avoiding external proprietary cloud ser...

Maruf Ahmed Mridul · 0 citations
#small language model Book Open access Nov 2026

From Unstructured Text to Executable Knowledge: Automated Transformation of High-Stakes Domain Documents

This thesis investigates how unstructured documents can be reliably transformed into structured, machine-actionable, and where appropriate, executable representations using small, open-source language models deployable in-house within an organization's own private infrastructure, avoiding external proprietary cloud ser...

Maruf Ahmed Mridul · 0 citations
Preprint Aug 2026

GrOIL: Graph-Grounded Domain Ontology Induction with Constrained LLM Mediation

A seven-stage graph-grounded pipeline that converts domain documents into a complete, auditable Web Ontology Language (OWL) Terminological Box (TBox) without any unconstrained generation step is presented, demonstrating that the pipeline produces stable, reusable domain representations from large document corpora.

Maruf Ahmed Mridul, A. Talukder, O. Seneviratne · 0 citations

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