When Data Keeps Changing: Building a Continuously Updated RAG Pipeline with Pathway
The hardest part of a RAG system is often not the first import into a vector database, but keeping answers aligned with changing data. Pathway combines stream processing, real time analytics, LLM pipelines, and RAG in a Python ETL framework so a knowledge pipeline can be updated as its sources change.