Update app.py
Browse files
app.py
CHANGED
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@@ -4,36 +4,112 @@ from all_rag_fns import do_rag
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import gradio as gr
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def
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oai_api_key = os.getenv("OPENAI_API_KEY")
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response,
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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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with gr.
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fn=gr_ch_if,
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)
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# Add the static markdown at the bottom
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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://
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gr.Markdown(
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"""
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)
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if __name__ == "__main__":
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)
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import gradio as gr
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def create_video_html(video_info: list) -> str:
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html = """
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<style>
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.video-container {
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display: flex;
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flex-wrap: wrap;
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justify-content: space-around;
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}
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.video-item {
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width: 30%;
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min-width: 300px;
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margin-bottom: 20px;
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}
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@media (max-width: 1200px) {
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.video-item {
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width: 45%;
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}
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}
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@media (max-width: 768px) {
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.video-item {
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width: 100%;
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}
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}
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</style>
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<div class="video-container">
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"""
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for vid_info in video_info:
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yt_id = vid_info["VideoURL"].split("/")[-1].split("=")[-1]
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yt_url = f"https://www.youtube.com/embed/{yt_id}"
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html += f"""
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<div class="video-item">
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<h3>{vid_info["Title"]}</h3>
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<p><em>{vid_info["Speaker"]}</em></p>
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<p>Year: {vid_info["Year"]}</p>
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<p>Similarity Score: {100 * vid_info["score"]:.0f}/100</p>
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<iframe width="100%" height="215" src="{yt_url}" frameborder="0" allowfullscreen></iframe>
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<details>
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<summary>Transcript</summary>
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<p>{vid_info["transcript"]}</p>
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</details>
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</div>
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"""
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html += "</div>"
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return html
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def gr_ch_if(user_input: str, model_radio: str):
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model_name = "gpt-4o-mini" if model_radio == "Cheaper" else "gpt-4o"
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oai_api_key = os.getenv("OPENAI_API_KEY")
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response, retrieved_docs = 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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oai_api_key=oai_api_key,
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model_name=model_name,
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)
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video_html = create_video_html(retrieved_docs)
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return response, video_html
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# Create Gradio interface with single column layout
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with gr.Blocks() as iface:
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gr.Markdown("# RAG on R/Gov Talks")
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gr.Markdown("Use Gradio to Run RAG on the previous R/Gov Talks")
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with gr.Row():
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with gr.Column(scale=1):
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model_radio = gr.Radio(
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choices=["Cheaper", "More Accurate"],
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value=0,
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label="Model",
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info="Choose the model to use",
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type="value",
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interactive=True,
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)
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with gr.Column(scale=3):
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query_input = gr.Textbox(label="Enter your question:")
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response_output = gr.Textbox(label="Response", interactive=False)
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video_output = gr.HTML(label="Relevant Videos")
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query_input.submit(
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fn=gr_ch_if,
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inputs=[query_input, model_radio],
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outputs=[response_output, video_output],
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)
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# Add the static markdown at the bottom
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gr.Markdown("""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://raw.githubusercontent.com/AlanFeder/rgov-2024/refs/heads/main/AJF_Headshot.jpg", width=60)
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gr.Markdown(
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"""
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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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)
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# Launch the app
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if __name__ == "__main__":
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iface.launch(
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share=True,
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favicon_path="favicon_io/favicon.ico",
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)
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