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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Note: The schedule is subject to change.

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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... Read More →

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

OpenSearchCon India 2025

Parminder Singh

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