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* ensure tf-idf matrix calculation before retrieval * Run fit() automatically if new documents have been added * Add latest docstring and tutorial changes * Fix type error * Add test case for tfidf retriever yaml pipeline * Use InMemoryDocStore and add 2nd test case Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>