Solving LLM Data Problems // Yujian Tang // LLMs in Prod Conference Part 2

Опубликовано: 15 Октябрь 2024
на канале: MLOps.community
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This portion is sponsored by Zilliz.
Website: https://zilliz.com/
Zilliz vector database management system - powered by Milvus - supports billion-scale vector search, and is trusted by over 1000 enterprise users.

//Abstract
The popularity of ChatGPT has brought large language model (LLM) apps and their supporting technologies to the forefront. One of the supporting technologies is vector databases. Yujian shares how vector databases like Milvus are used in production and how they solve one of the biggest problems in LLM app building - data issues. They also discuss how Zilliz is democratizing vector databases through education, expanding access to technologies, and technical evangelism.

//Bio
Yujian Tang is a Developer Advocate at Zilliz. He has a background as a software engineer working on AutoML at Amazon. Yujian studied Computer Science, Statistics, and Neuroscience with research papers published to conferences including IEEE Big Data. He enjoys drinking bubble tea, spending time with family, and being near water.