Diptanu Gon Choudhury, founder of Tensorlake, has introduced Indexify, an open-source engine designed to create near-real-time knowledge bases from unstructured data, which aims to enhance AI-driven workflows and query engines. With a background in developing significant technologies at companies like Hashicorp, Netflix, and Facebook, Diptanu's experience informs his approach to reimagining data infrastructures, notably through Indexify's ability to integrate with existing data systems and streamline processes such as real-time indexing and data extraction. This innovation supports AI applications, including AI copilots for call centers, by enabling dynamic interaction with ever-evolving data sets. The development of Indexify is inspired by the increasing use of Large Language Models (LLMs) and seeks to address the challenges of modern data infrastructure, offering a more agile and practical solution compared to traditional platforms like Spark. Demetrios Brinkmann hosts a discussion with Diptanu, exploring the intricacies of Indexify and its potential impact on AI workflows, emphasizing the importance of efficient data management and retrieval-augmented generation (RAG) in contemporary tech environments.