The purpose of AI plot generator is to create a smart model capable of generating movie plots based on their genres.

Data was collected from IMDb and Kaggle which was then compiled into one dataset and is available on kaggle: https://www.kaggle.com/datasets/farzeenimran/movieplots/data

1. Lowercasing:

2. Special Characters Removal:

3. Stop Words Removal:

4. Tokenization:

5. Genre Mapping:

6. Handling Null Plots:

7. Dealing with Missing Values:

8. Vectorization:

1. RNN

2. LSTM with embedding layer

3. Markov Model

4. Transformers