Name: Challenges in Building RAG Systems (and Solutions Using OpenSearch) - Parminder Singh, Tempera AI
Start: 2025-06-04T12:20:00+0530
End: 2025-06-04T12:40:00+0530

3-4 June, 2025 | Bengaluru, India
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Wednesday June 4, 2025 12:20pm - 12:40pm IST

Ceres

Overview

- Why use RAG (Retrieval-Augmented Generation)?
- How does OpenSearch contribute to building intelligent agents?

Barriers to Deploying RAG Systems in Production:

- Key concerns: Quality, Cost, Safety, Maintenance, and Knowledge/Time.
- The biggest challenge remains quality.
- What leads to quality degradation in RAG systems, and how does it happen?

Solving the Issues:

- Identifying challenges with different chunking techniques: Which one should you use, or should you develop a custom approach tailored to your needs using OpenSearch?
- Addressing problems with search/querying techniques to optimize results.

By understanding these challenges and adopting the suggested solutions, you can significantly enhance the accuracy of RAG-based applications.

If needed, we can provide a deeper dive, a demo, or even hands-on workshops on this topic.

Speakers

Parminder Singh

Founder, Tempera AI

Parminder is an entrepreneur with a strong background in building and scaling businesses. In 2016, he co-founded Hansel.io, which was acquired by Netcore in 2020.In 2022, he helped launch and grow Scaler’s US operations. Currently, he is focused on building Tempera.ai, an AI company.Parminder... Read More →

Wednesday June 4, 2025 12:20pm - 12:40pm IST
Ceres

OpenSearchCon India 2025

Parminder Singh

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