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projects/ds_chat/20_in_progress/2024-07-02_use_streamlit_as_frontend.md
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Use https://streamlit.io/ as chat frontend. | ||
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Requirements: | ||
- connect to backend | ||
- get user questions | ||
- print answers | ||
- synchronise with backend | ||
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optional: | ||
- file upload | ||
- picture showing | ||
- charts showing | ||
- interactive charts with Bokeh | ||
- interactive charts with other FE tool | ||
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Minimal requirements: | ||
- some working application | ||
- it should use preloaded (or uploaded) data | ||
- UI should be in the form of a chat with the user | ||
- user should be able to question in natural language about provided data | ||
- the app should answer the questions | ||
- the app should generate Python code | ||
- the Python code should be run in a (secure) container | ||
- LangChain lib must not be used | ||
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Extra requirements: | ||
- it may be a web application (maybe React) | ||
- dataset upload | ||
- drawing charts | ||
- preparing reports | ||
- saving reports in pdf |