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import base64 | |
import json5 | |
import time | |
import streamlit as st | |
import streamlit.runtime.scriptrunner as st_sr | |
from typing import List, Tuple | |
import llm_helper | |
import pptx_helper | |
from global_config import GlobalConfig | |
APP_TEXT = json5.loads(open(GlobalConfig.APP_STRINGS_FILE, 'r').read()) | |
def get_contents_wrapper(text: str) -> str: | |
""" | |
Fetch and cache the slide deck contents on a topic by calling an external API. | |
:param text: The presentation topic | |
:return: The slide deck contents or outline | |
""" | |
return llm_helper.generate_slides_content(text).strip() | |
def get_json_wrapper(text: str) -> str: | |
""" | |
Fetch and cache the JSON-formatted slide deck contents by calling an external API. | |
:param text: The slide deck contents or outline | |
:return: The JSON-formatted contents | |
""" | |
return llm_helper.text_to_json(text) | |
def get_web_search_results_wrapper(text: str) -> List[Tuple[str, str]]: | |
""" | |
Fetch and cache the Web search results on a given topic. | |
:param text: The topic | |
:return: A list of (title, link) tuples | |
""" | |
results = [] | |
search_results = llm_helper.get_related_websites(text) | |
for a_result in search_results.results: | |
results.append((a_result.title, a_result.url)) | |
return results | |
def get_ai_image_wrapper(text: str) -> str: | |
""" | |
Fetch and cache a Base 64-encoded image by calling an external API. | |
:param text: The image prompt | |
:return: The Base 64-encoded image | |
""" | |
return llm_helper.get_ai_image(text) | |
def build_ui(): | |
""" | |
Display the input elements for content generation. Only covers the first step. | |
""" | |
st.title(APP_TEXT['app_name']) | |
st.subheader(APP_TEXT['caption']) | |
st.divider() | |
st.header(APP_TEXT['section_headers'][0]) | |
st.caption(APP_TEXT['section_captions'][0]) | |
try: | |
with open(GlobalConfig.PRELOAD_DATA_FILE, 'r') as in_file: | |
preload_data = json5.loads(in_file.read()) | |
except (FileExistsError, FileNotFoundError): | |
preload_data = {'topic': '', 'audience': ''} | |
# with st.form('describe-topic-form'): | |
topic = st.text_area( | |
APP_TEXT['input_labels'][0], | |
value=preload_data['topic'] | |
) | |
# Button with callback function | |
st.button(APP_TEXT['button_labels'][0], on_click=button_clicked, args=[0]) | |
# desc_topic_btn_submitted = st.form_submit_button( | |
# APP_TEXT['button_labels'][0], | |
# on_click=button_clicked, | |
# args=[0] | |
# ) | |
if st.session_state.clicked[0]: | |
# if desc_topic_btn_submitted: | |
progress_text = 'Generating contents for your slides...give it a moment' | |
progress_bar = st.progress(0, text=progress_text) | |
topic_txt = topic.strip() | |
process_topic_inputs(topic_txt, progress_bar) | |
def process_topic_inputs(topic: str, progress_bar): | |
""" | |
Process the inputs to generate contents for the slides. | |
:param topic: The presentation topic | |
:param progress_bar: Progress bar from the page | |
:return: | |
""" | |
topic_length = len(topic) | |
print(f'Input length:: topic: {topic_length}') | |
if topic_length >= 10: | |
print( | |
f'Topic: {topic}\n' | |
) | |
print('=' * 20) | |
target_length = min(topic_length, GlobalConfig.LLM_MODEL_MAX_INPUT_LENGTH) | |
try: | |
slides_content = get_contents_wrapper(topic[:target_length]) | |
content_length = len(slides_content) | |
print('=' * 20) | |
print(f'Slides content:\n{slides_content}') | |
print(f'Content length: {content_length}') | |
print('=' * 20) | |
st.write(f'''Slides content:\n{slides_content}''') | |
progress_bar.progress(100, text='Done!') | |
if content_length == 0: | |
st.error(APP_TEXT['content_generation_failure_error']) | |
return | |
st.info( | |
'The generated content doesn\'t look so great?' | |
' Need alternatives? Just change your description text and try again.' | |
' For example, you can start describing like "Create a slide deck on..."', | |
icon="ℹ️" | |
) | |
# Move on to step 2 | |
st.divider() | |
st.header(APP_TEXT['section_headers'][1]) | |
st.caption(APP_TEXT['section_captions'][1]) | |
# Streamlit multiple buttons work in a weird way! | |
# Click on any button, the page just reloads! | |
# Buttons are not "stateful" | |
# https://blog.streamlit.io/10-most-common-explanations-on-the-streamlit-forum/#1-buttons-aren%E2%80%99t-stateful | |
# Apparently, "nested button click" needs to be handled differently | |
# https://playground.streamlit.app/?q=triple-button | |
st.button(APP_TEXT['button_labels'][1], on_click=button_clicked, args=[1]) | |
if st.session_state.clicked[1]: | |
progress_text = 'Converting...give it a moment' | |
progress_bar = st.progress(0, text=progress_text) | |
process_slides_contents(slides_content, progress_bar) | |
except ValueError as ve: | |
st.error(f'Unfortunately, an error occurred: {ve}! ' | |
f'Please change the text, try again later, or report it, sharing your inputs.') | |
else: | |
st.error('Not enough information provided! Please be little more descriptive :)') | |
def process_slides_contents(text: str, progress_bar: st.progress): | |
""" | |
Convert given text into structured data and display. Update the UI. | |
:param text: The contents generated for the slides | |
:param progress_bar: Progress bar for this step | |
""" | |
print('JSON button clicked') | |
json_str = '' | |
try: | |
json_str = get_json_wrapper(text) | |
except Exception as ex: | |
st.error(f'An exception occurred while trying to convert to JSON.' | |
f' It could be because of heavy traffic or something else.' | |
f' Try doing it again or try again later.\n' | |
f' Error message: {ex}') | |
# st.stop() | |
# yaml_str = llm_helper.text_to_yaml(text) | |
print('=' * 20) | |
print(f'JSON:\n{json_str}') | |
print('=' * 20) | |
st.code(json_str, language='json') | |
if len(json_str) > 0: | |
progress_bar.progress(100, text='Done!') | |
else: | |
st.error('Unfortunately, JSON generation failed, so the next steps would lead to nowhere.' | |
' Try again or come back later.') | |
# Now, step 3 | |
st.divider() | |
st.header(APP_TEXT['section_headers'][2]) | |
st.caption(APP_TEXT['section_captions'][2]) | |
texts = list(GlobalConfig.PPTX_TEMPLATE_FILES.keys()) | |
captions = [GlobalConfig.PPTX_TEMPLATE_FILES[x]['caption'] for x in texts] | |
# with st.form('create-slides-form'): | |
pptx_template = st.radio( | |
'Select a presentation template:', | |
texts, | |
captions=captions, | |
horizontal=True | |
) | |
st.button(APP_TEXT['button_labels'][2], on_click=button_clicked, args=[2]) | |
# create_slides_btn_submitted = st.form_submit_button(APP_TEXT['button_labels'][2]) | |
if st.session_state.clicked[2]: | |
# if create_slides_btn_submitted: | |
progress_text = 'Creating the slide deck...give it a moment' | |
progress_bar = st.progress(0, text=progress_text) | |
# Get a unique name for the file to save -- use the session ID | |
ctx = st_sr.get_script_run_ctx() | |
session_id = ctx.session_id | |
timestamp = time.time() | |
output_file_name = f'{session_id}_{timestamp}.pptx' | |
all_headers = pptx_helper.generate_powerpoint_presentation( | |
json_str, | |
as_yaml=False, | |
slides_template=pptx_template, | |
output_file_name=output_file_name | |
) | |
progress_bar.progress(100, text='Done!') | |
# st.download_button('Download file', binary_contents) # Defaults to 'application/octet-stream' | |
with open(output_file_name, 'rb') as f: | |
st.download_button('Download PPTX file', f, file_name=output_file_name) | |
bonus_divider = st.empty() | |
bonus_header = st.empty() | |
bonus_caption = st.empty() | |
urls_text = st.empty() | |
urls_list = st.empty() | |
img_empty = st.empty() | |
img_text = st.empty() | |
img_contents = st.empty() | |
img_tip = st.empty() | |
st.divider() | |
st.text(APP_TEXT['tos']) | |
st.text(APP_TEXT['tos2']) | |
show_bonus_stuff( | |
all_headers, | |
bonus_divider, | |
bonus_header, | |
bonus_caption, | |
urls_text, | |
urls_list, | |
img_empty, | |
img_text, | |
img_contents, | |
img_tip | |
) | |
def show_bonus_stuff( | |
ppt_headers: List, | |
*st_placeholders | |
): | |
""" | |
Show relevant links and images for the presentation topic. | |
:param ppt_headers: A list of all slide headers | |
""" | |
( | |
bonus_divider, | |
bonus_header, | |
bonus_caption, | |
urls_text, | |
urls_list, | |
img_empty, | |
img_text, | |
img_contents, | |
img_tip | |
) = st_placeholders | |
bonus_divider.divider() | |
bonus_header.header(APP_TEXT['section_headers'][3]) | |
bonus_caption.caption(APP_TEXT['section_captions'][3]) | |
urls_text.write(APP_TEXT['urls_info']) | |
# Use the presentation title and the slides headers to find relevant info online | |
ppt_text = ' '.join(ppt_headers) | |
search_results = get_web_search_results_wrapper(ppt_text) | |
md_text_items = [] | |
for (title, link) in search_results: | |
md_text_items.append(f'[{title}]({link})') | |
urls_list.markdown('\n\n'.join(md_text_items)) | |
img_empty.write('') | |
img_text.write(APP_TEXT['image_info']) | |
image = get_ai_image_wrapper(ppt_text) | |
if len(image) > 0: | |
image = base64.b64decode(image) | |
img_contents.image(image, caption=ppt_text) | |
img_tip.info('Tip: Right-click on the image to save it.', icon="ℹ️") | |
def button_clicked(button): | |
""" | |
Update the button clicked value in session state. | |
""" | |
st.session_state.clicked[button] = True | |
def main(): | |
# Initialize the key in session state to manage the nested buttons states | |
if 'clicked' not in st.session_state: | |
st.session_state.clicked = {0: False, 1: False, 2: False} | |
build_ui() | |
if __name__ == '__main__': | |
main() | |