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Implementation of algorithms to measure text similarities (using techniques like LCS, LCSstr, and edit distance) and development of a pattern matching-based autocompletion system (with algorithms like KMP and Trie). The project covers text preprocessing and evaluates the efficiency and accuracy of various methods.