Science Communication Streamlit App

To run streamlit_app.py locally, please make sure that:

• secrets.toml and credentials.toml are under directory C:\Users\<username>\.streamlit\.
• pip install -r requirements.txt

Then streamlit run streamlit_app.py to test it locally.
Online web link: https://huggingface.co/spaces/yuki-816/science-communication

Update 10/20

• Updated generate_response parameters.
• Updated user_context template in generate_response function.
• Modified survey questions in Questionnaire page.
• Move paper familiarity question to the home page.
• Stored user data as dictionary in Deta.

Update 10/06

• Updated user_context template in generate_response function.
• Properly stored user response in questionnaire to Deta database
• Restructured Questionnaire page
• Other Issue:
  • For running speed, generate_response function only takes first 2048 characters of abstract or uploaded file content
  • Running speed is somehow slower while regenerating response with additional prompts.

Update 10/04

• KeyError for name of streamlit-authen only exists when hosting on Streamlit Cloud
• Migrate the app to Huggingface: https://huggingface.co/spaces/yuki-816/science-communication
• Modified questionnaire response value to be stored in database
• Updated generate_response function to take users response (else '')

Update 10/03

• Modified questionnaire questions and store user response in Deta database as Dictionary
• Implemented Sucheel's generate_response function
• Replaced the testing Deta key
• Issue on generate_response function:
  • The function can only generate response with text length less or equal to 4197
  • The social_media_usage is not included in the questionnaire. Template of user_context should be modified later.

Update 09/28

• Fixed KeyError issue
  • This problem might be caused by Streamlit auto-rerun mechanism. Some instances / variables initialized (None) outside of functions will execute even they are assigned with other values in certain pages.
  • The weird st.session_state.__streamlit-survey-data KeyError is raised possibly by appending existing survey components to a None survey or to a new survey instance (?) (not confirmed).
  • It is fixed by defining a function survey(username) to return ss.StreamlitSurvey(title) and adding a decorator @st.cache_data. It keeps the original survey instance while refreshing page.
• Deleted Education Level in Set Up page.
• Streamlit Cloud Hosting: https://science-communication.streamlit.app/