We discuss the challenges of LLM application development beyond the prototype and why Apache Airflow was highlighted for its ability to enable day-2 operations for LLM applications.
How a Knowledge Graph Supports AI: Technical Considerations - Enterprise Knowledge
MemGPT: Towards LLMs as Operating Systems - UC Berkeley 2023 - Is able to create unbounded/infinite LLM context! : r/LocalLLaMA
Ask Astro: An open source LLM Application with Apache Airflow
Why Quizlet chose Apache Airflow for executing data workflows, by Dustin Stansbury
MLOps Architecture Guide
Data Engineer's Lunch #82: Automating Apache Cassandra Operations with Apache Airflow
The Data Scientist Magazine - Issue 4 by DataScienceTalent - Issuu
Three Helpful Tips to Know Before Choosing Apache Airflow As a Workflow Management Platform, by Chengzhi Zhao
A journey to Airflow on Kubernetes, by Marcelo Rabello Rossi
Apache Airflow: A Workflow Management Platform – Machine Learning Geek
Apache Airflow for Beginners - Build Your First Data Pipeline