storytelling / app.py
jitesh's picture
adds function to calc. stats
86f2d3a
raw history blame
No virus
2.69 kB
import streamlit as st
from story_gen import StoryGenerator
st.set_page_config(page_title='Storytelling ' +
u'\U0001F5BC', page_icon=u'\U0001F5BC', layout="wide")
gen = StoryGenerator()
container_mode = st.sidebar.container()
container_param = st.sidebar.container()
container_button = st.sidebar.container()
mode = container_mode.radio(
"Select your mode",
('Create Statistics', 'Play Storytelling'), index=0)
story_till_now = container_param.text_input(
label='First Sentence', value='Hello, I\'m a language model,')
num_generation = container_param.slider(
label='Number of generation', min_value=1, max_value=100, value=10, step=1)
length = container_param.slider(label='Length of the generated sentence',
min_value=1, max_value=100, value=20, step=1)
if mode == 'Create Statistics':
container_mode.write('You selected statistics.')
num_tests = container_param.slider(
label='Number of tests', min_value=1, max_value=1000, value=3, step=1)
reaction_weight_mode = container_param.select_slider(
"Reaction Weight w:", ["Random", "Fixed"])
if reaction_weight_mode == "Fixed":
reaction_weight = container_param.slider(
label='reaction_weight w', min_value=0, max_value=1, value=-1, step=.001)
elif reaction_weight_mode == "Random":
reaction_weight = -1
if container_button.button('Analyse'):
gen.get_stats(story_till_now="Hello, I'm a language model,",
num_generation=num_generation, length=length, reaction_weight=reaction_weight, num_tests=num_tests)
if len(gen.stories) > 0:
for si, story in enumerate(gen.stories):
st.markdown(f'Story no. {si}:', unsafe_allow_html=False)
st.markdown(story, unsafe_allow_html=False)
elif mode == 'Create Statistics':
container_mode.write('Let\'s play storytelling.')
# # , placeholder="Start writing your story...")
# story_till_now = st.text_input(
# label='First Sentence', value='Hello, I\'m a language model,')
# num_generation = st.sidebar.slider(
# label='Number of generation', min_value=1, max_value=100, value=10, step=1)
# length = st.sidebar.slider(label='Length of the generated sentence',
# min_value=1, max_value=100, value=20, step=1)
if container_button.button('Run'):
story_till_now, emotion = gen.story(
story_till_now, num_generation, length)
st.write('Story:')
st.text(story_till_now)
st.text(f'Emotion: {emotion}')
else:
st.write('Write the first sentence and then hit the Run button')