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Perico is a dialogue management library. It allows you to specify a dialogue agent: a computer program that can interact with a user (or other agents) using (natural language) messages.
PhiWeave is a machine learning library for structured prediction via factor graphs. It is part of an ongoing effort to implement and improve on the current state-of-the-art in inference and parameter estimation for graphical models.