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Decoding AI

Episode 

5

LLMaIndex - From Basics to Production

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In this episode of the Decoding AI webinar series, Ravi Theja, Data Scientist at Glance, talked about the LLamaIndex framework with Prayank Swaroop, Partner at Accel.  Built for powerful information retrieval, LLamaIndex is capable of addressing challenges in managing diverse unstructured data.

It comprises three core components—data integrations, data structures, and a user-friendly query interface. Ravi discussed its features and advantages in detail. He talked about customization options such as adjusting the K-parameter for better performance and highlighted structured data analysis, data enrichment, and text-to-SQL with the Poly Engine as ways to gain valuable insights. The conversation also shared insights on deployment, integration, and the potential for custom retrievers within LLamaIndex.

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Download Pitch Deck

We’re looking for the next generation of successful Indian marketplaces. If you’re an early-stage marketplace founder, apply now here or learn more about the #DecodingMarketplaces Startup Hunt.

We’d love to hear about your experiences with marketplaces. Let us share our learnings and build a better and stronger ecosystem. Write to us at seedtoscale@accel.com to be a part of the Accel family.

Jennifer Phan
Co-founder and CEO, Passionfroot

We’re building Passionfroot 1, an operating system for creators to manage their business.

We’re based in Europe and raised our $ 3.4m pre-seed round from Creandum and US angels such as Vlad (Webflow) and creators like Ali Abdaal.As we’re creating a new category and as the creator economy is global and mostly online, we’re building from Day 1 a global company and product that helps creators monetize around the world.

This brings a lot of complexities especially in terms of payments and taxes as our early users are based both in Europe and the US and deal with cross-border transactions.What are Do’s and Dont’s for European startups who have a global ambition and build products for a global customer base from Day 1. Anything you would do differently?

Krish Subramanian
Co-founder, Chargebee

Thanks @pjbouten! Love how you’ve thought about incrementally shaping a category with a focus on product and service, and only then thinking about getting the message out there vs the other way around.

And totally agree on the distinctions and overlaps both self-serve and enterprise motions share.

Community/Editorial, Relay

Thanks, PJ, for taking the time to address questions from the great vantage of shaping Showpad into a global, enterprise SaaS brand!


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