The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
AI Agents and Data Integration with GPT and LLaMa with Jerry Liu - #628
May 8, 2023
Join Jerry Liu, co-founder and CEO of Llama Index, as he discusses the innovative creation of this platform that links external data with large language models. He shares insights on the challenges of integrating private data, the importance of automation in decision-making, and the evolution of AI agents. Liu also dives into strategies for optimizing complex queries and highlights the transformative potential of AI in processing unstructured data. Get ready to explore how technology can revolutionize data management!
41:26
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Quick takeaways
- LAMA Index bridges private data with language models for better decision-making.
- Automated agents in LAMA Index transform data systems for enhanced efficiency and decision-making.
Deep dives
The Foundation of LAMA Index and Its Origin
Jerry Liu, the co-founder and CEO of LAMA Index, discusses the inception of the company and his background in machine learning and research at companies like Robles Intelligence and Uber. Liu emphasizes the growing interest in language models in various applications, highlighting the need for platforms and technologies to support large language models, particularly in enterprise scenarios. Liu's personal journey from working on recommendation systems at Quora to founding LAMA Index reflects his intersection of interests in industry, research, and startups as he navigates the evolving landscape of language models.
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