Applying Tekton to Ingest Data in RAG Models

Learn how to automate data ingestion for Retrieval Augmented Generation (RAG) models using Tekton pipelines in this 14-minute lightning talk from DevConf.CZ 2025. Discover the critical need for keeping RAG models updated with fresh information to maintain answer quality and explore moving beyond manual updates for proof-of-concept projects. Understand how to design and implement Tekton pipelines that automatically feed new data updates to your RAG models, ensuring continuous knowledge refresh without manual intervention. Explore techniques for creating reusable pipeline components that can be applied across different RAG model implementations, enabling scalable data ingestion workflows. Gain practical insights into setting up automated procedures that handle the constant necessity of updating RAG models when source information changes, making your AI systems more reliable and maintainable in production environments.