Code Story episode

S12 Bonus: The Context Window Mirage: Why Generic Prompt Engineering Fails Enterprise Workflows and the Rise of Dynamic, Task-Specific RAG Orchestration with Ankit Dheendsa, Co-Founder & CEO of Morphos AI

Jun 4, 2026 · Season 12 · 31 min

Reducing vector storage by 99.5%

Ankit Dheendsa is a Canadian, born and raised, living outside of Toronto today. He claims he is fortunate to have a great ecosystem of professionals and mentor sin his area, to help advise him through thick and thin. When he was younger, he was inspired to pursue building things after he watched Iron Man for the first time. Outside of tech, he is an avid boxer and kickboxer. He loves to work out and train, but when he's away from the mat, he likes to read lots of books.

Ankit and his team quickly realized that although the advent of AI was exciting, hallucinations within LLMs area a big problem. They started to dig into how to lower and/or eliminate hallucinations, and ensure that the LLMs only hold onto the most important data. And they landed on a powerful approach to vector size reduction.

This is the creation story of Morphos AI.

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https://www.morphos.ai/https://www.linkedin.com/in/ankit-dheendsa/

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