Name: [Virtual] OPEN Session (DeveloperWeek): 10 Steps to Transform RAG from POC to Production: The Hidden Complexity of RAG
Start: 2025-02-19T14:30:00-0800
End: 2025-02-19T14:55:00-0800

Wednesday February 19, 2025 2:30pm - 2:55pm PST

VIRTUAL AI DevWorld 2

Neelesh Pateriya, Cisco Systems, Principal Engineer

In this talk, we will explore the journey of the Cisco DevNet engineering team as we transformed a simple Retrieval-Augmented Generation (RAG) proof of concept (POC) into a robust, production-ready application for developer.cisco.com. While creating a basic RAG demo is straightforward, scaling it to meet production standards involves navigating a myriad of challenges and complexities. This session will provide a step-by-step guide to the key aspects of this transformation, including vector indexing, model selection, prompt engineering, agent frameworks, security, user feedback, and continuous improvement.

Speakers

Neelesh Pateriya

Principal Engineer, Cisco

Neelesh is a Principal Engineer at the Cisco Developers platform. With a strong focus on driving innovation and excellence, he leads the development of the platform and the tool "API Insights," which plays a pivotal role in enabling a comprehensive organization-wide API Quality program... Read More →

Wednesday February 19, 2025 2:30pm - 2:55pm PST
VIRTUAL AI DevWorld 2

AI DevWorld

Talk Type OPEN Session
Track or Conference AI DevWorld, Virtual
In-Person/Virtual Virtual

DeveloperWeek 2025

Neelesh Pateriya

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