This Paper We Purpose Conversational Model For Specific Domain which Generates New Text for two-way conservation. Conversational Modeling is an Important Task in Machine Intelligence and Natural Language. In This Paper We Used a Recently Proposed Sequence To Sequence Model for predicting the next sentence and the previous sentence or sentences in a conversation. Conservational Model is able to extract knowledge from specific Domain and noisy DataSet. Main Dataset subtitles. Our Domain for a Conservational model is Movie Conversation Dataset. The Open-Domain Movies transcript are noisy. The expert model can perform Simple forms of common sense reasoning. Our Conversational model can be end-to-end trained and Required Changeable rules. We Expected Our Model Pass the lack of consistency in our model And Conversation Process have been successfully applied in sequence- to-sequence mapping task.