I'm doing a university project. I need to find a good way to identify topics in a given text file, probably a log text file and divide it into smaller segments(Topically cohesive segments). I have tried a Java implementation of LDA model but it doesn't suite for my requirement well. Any suggestions about an algorithm or API for doing this?

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