EFFICIENT NETWORK AUTOMATION THROUGH ENHANCED RETRIEVAL AUGEMENTED GENERATION (RAG) ARCHITECTURE

Inventor(s)

Koushik Padavalli Gowrish
Supratim Chakraborty
Somaraju Kaki
Nithin Chitta
Mahesh Chittur Kalyanakrishnan

Abstract

Proposed herein is an enhanced retrieval augmented generation (E-RAG) architecture for use with network automation applications. The enhanced RAG architecture aims to increase RAG performance by reducing the hallucinations of a Large Language Model (LLM) and by decreasing the context length of messages sent to the LLM.

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 License.

Recommended Citation

Gowrish, Koushik Padavalli; Chakraborty, Supratim; Kaki, Somaraju; Chitta, Nithin; and Kalyanakrishnan, Mahesh Chittur, "EFFICIENT NETWORK AUTOMATION THROUGH ENHANCED RETRIEVAL AUGEMENTED GENERATION (RAG) ARCHITECTURE", Technical Disclosure Commons, (August 16, 2024)
https://www.tdcommons.org/dpubs_series/7284