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ZENODO
Other literature type . 2026
License: CC BY
Data sources: ZENODO
ZENODO
Other literature type . 2026
License: CC BY
Data sources: Datacite
ZENODO
Other literature type . 2026
License: CC BY
Data sources: Datacite
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Cognitive Systems Architecture: Integration of RAG, MCP and LLMs in the .NET Ecosystem

descriptionPublicationkeyboard_double_arrow_right Other literature type 31 Mar 2026 English Publisher:Zenodo
Authors: Sabbag Filho, Nagib;

doi: 10.5281/zenodo.19463558 , 10.5281/zenodo.19463559

Cognitive Systems Architecture: Integration of RAG, MCP and LLMs in the .NET Ecosystem

Abstract

The integration of RAG, MCP, and LLMs into the .NET ecosystem enables robust, explainable, and secure cognitive systems, applicable in domains such as legal, biomedical, and corporate support. The article details fundamentals, architecture, and practices for orchestration, governance, and monitoring of these systems, as well as discussing technical challenges and future trends for trustworthy, auditable, and mission-critical AI.

Keywords

LLM, MCP, Retrieval-Augmented Generation, Multi-Component Pipelines, RAG, Cognitive Systems Architecture

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    popularity
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    influence
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green