The video tutorial covers setting up placeholders for input and question sequences, followed by building three encoders: Encoder M, Encoder C, and a Question Encoder. Each encoder is constructed using a sequential model with embedding and dropout layers. The tutorial explains how to integrate input sequences into these encoders and prepares for the next steps involving activation functions.

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