Bobur Umurzokov
Bobur is a developer advocate and speaker specializing in software and data engineering. With over 10- years of experience in IT, he blogs about open-source technologies and the community around them. Nowdays he is contributing to Pathway's LLM App for the future of AI apps development .
Sessions
This presentation explores the challenges, such as cost, latency, and security, faced when developing a new (Large Language Model) LLM App and presents solutions to these obstacles. You will learn how to build your own AI-enabled real-time data pipeline without complex and fragmented typical LLM stacks such as vector databases, frameworks, or caches. We will leverage an open-source LLM App library in Python to implement real-time in-memory data indexing directly reading data from any compatible storage, processing, analyzing, and sending it to output streams.