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import os |
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from all_rag_fns import do_rag |
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import gradio as gr |
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def gr_ch_if(user_input: str, history): |
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oai_api_key = os.getenv("OPENAI_API_KEY") |
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response, _ = do_rag( |
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user_input, |
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stream=False, |
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n_results=3, |
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model_name="gpt-4o-mini", |
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oai_api_key=oai_api_key, |
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) |
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return response |
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with gr.Blocks() as demo: |
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gr.ChatInterface( |
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fn=gr_ch_if, |
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title="Use Gradio to Run RAG on the previous R/Gov Talks - Chat Interface 1", |
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) |
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gr.Markdown( |
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"""This Gradio app was created for Alan Feder's [talk at the 2024 R/Gov Conference](https://rstats.ai/gov.html). \n\n The Github repository that houses all the code is [here](https://github.com/AlanFeder/rgov-2024) -- feel free to fork it and use it on your own!""" |
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) |
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gr.Markdown("***") |
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gr.Markdown("### Contact me!") |
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gr.Image("https://github.com/AlanFeder/rgov-2024/blob/main/AJF_Headshot.jpg?raw=true", width=40, show_share_button=False, show_fullscreen_button=False, show_download_button=False, show_label=False) |
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gr.Markdown( |
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"""[Email](mailto:[email protected]) | [Website](https://www.alanfeder.com/) | [LinkedIn](https://www.linkedin.com/in/alanfeder/) | [GitHub](https://github.com/AlanFeder)""" |
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) |
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if __name__ == "__main__": |
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demo.launch( |
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favicon_path="https://raw.githubusercontent.com/AlanFeder/rgov-2024/refs/heads/main/favicon_io/favicon.ico", |
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) |
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