import gradio as gr import requests import json import logging logging.basicConfig(level=logging.DEBUG) API_URL = "https://sendthat.cc" HISTORY_INDEX = "history" def search_document(query, k): try: url = f"{API_URL}/search/{HISTORY_INDEX}" payload = {"text": query, "k": k} headers = {"Content-Type": "application/json"} response = requests.post(url, json=payload, headers=headers) response.raise_for_status() return response.json(), "", k except requests.exceptions.RequestException as e: logging.error(f"Error in search: {e}") return {"error": str(e)}, query, k def qa_document(question, k): try: url = f"{API_URL}/qa/{HISTORY_INDEX}" payload = {"text": question, "k": k} headers = {"Content-Type": "application/json"} response = requests.post(url, json=payload, headers=headers) response.raise_for_status() return response.json(), "", k except requests.exceptions.RequestException as e: logging.error(f"Error in QA: {e}") return {"error": str(e)}, question, k # Custom CSS for modern appearance custom_css = """ .gradio-container { background-color: #f5f5f5; } .input-box, .output-box, .gr-box { border-radius: 8px !important; border-color: #d1d1d1 !important; } .input-box { background-color: #e6f2ff !important; } .gr-button { background-color: #4a90e2 !important; color: white !important; } .gr-button:hover { background-color: #3a7bc8 !important; } .gr-form { border-color: #d1d1d1 !important; background-color: white !important; } """ with gr.Blocks(css=custom_css) as demo: gr.Markdown("# History Document Search and Question Answering System") with gr.Tab("Search"): search_input = gr.Textbox(label="Search Query") search_k = gr.Slider(1, 10, 5, step=1, label="Number of Results") search_button = gr.Button("Search") search_output = gr.JSON(label="Search Results") with gr.Tab("Question Answering"): qa_input = gr.Textbox(label="Question") qa_k = gr.Slider(1, 10, 5, step=1, label="Number of Contexts to Consider") qa_button = gr.Button("Ask Question") qa_output = gr.JSON(label="Answer") search_button.click(search_document, inputs=[search_input, search_k], outputs=[search_output, search_input, search_k]) qa_button.click(qa_document, inputs=[qa_input, qa_k], outputs=[qa_output, qa_input, qa_k]) demo.launch()