This is a test document for the shared library refactoring. It contains enough sentences to produce a meaningful summary. The summarizer uses TF-IDF scoring to rank sentences by importance. Keywords are extracted using frequency analysis with stopword filtering. This pipeline now imports from a centralized shared library instead of duplicating code across seven separate pipelines.
