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* align document store similarity functions * remove unnecessary imports * undone accidental change * stopped weaviate from pretending to support dot product similarity * stopped weaviate from pretending to support dot product similarity * Add latest docstring and tutorial changes * fix fixture params for document stores * use cosine similarity for most tests * fix cosine similarity test * fix faiss test * fix weaviate test * fix accidental deletion * fix document_store fixture * test fix; shouldn't be merged * fix test_normalize_embeddings_diff_shapes * probably a better fix * fix for parameter combinations * revert new pytest_generate_tests functionality * simplify pytest_generate_tests * normalize embeddings for test_dpr_embedding * add to faiss doc that embeddings are normalized * Add latest docstring and tutorial changes * remove unnecessary parameters and add comments * simplify two lines of memory.py into one * test similarity scores with smaller language model * fix test_similarity_score Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>