Upload factchecking_front.py

factchecking_front.py

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+import gradio as gr
+from gradio_client import Client
+
+client = Client("Iker/FactChecking-Backend")
+
+
+def fact_checking(
+    article_topic: str,
+):
+    result = client.predict(article_topic=article_topic, api_name="/partial")
+
+    return result
+
+
+if __name__ == "__main__":
+    theme = gr.themes.Soft(
+        primary_hue="green",
+        secondary_hue="gray",
+        neutral_hue="neutral",
+        font=[
+            gr.themes.GoogleFont("Poppins"),
+            gr.themes.GoogleFont("Poppins"),
+            gr.themes.GoogleFont("Poppins"),
+            gr.themes.GoogleFont("Poppins"),
+        ],
+        font_mono=[
+            gr.themes.GoogleFont("Poppins"),
+            gr.themes.GoogleFont("Poppins"),
+            gr.themes.GoogleFont("Poppins"),
+            gr.themes.GoogleFont("Poppins"),
+        ],
+    ).set(
+        body_text_color="*secondary_600",
+        button_border_width="*block_label_border_width",
+        button_primary_background_fill="*primary_600",
+        button_secondary_background_fill="*primary_500",
+        button_secondary_background_fill_hover="*primary_400",
+        button_secondary_border_color="*primary_500",
+    )
+
+    with gr.Blocks(
+        theme=theme,
+        title="🤖 Automated Fact-Checking Engine",
+        analytics_enabled=False,
+    ) as demo:
+        gr_text = gr.Textbox(
+            label="Fact-Checking Statement",
+            # info="Write here the statement you want to fact-check",
+            show_label=False,
+            lines=1,
+            interactive=True,
+            placeholder="Electric cars produce more contamination than petrol cars",
+        )
+
+        gr_play = gr.Button("Fact-Checking")
+
+        gr_output = gr.Markdown(
+            label="Fact-Checking Results",
+            visible=True,
+        )
+
+        gr_ft = gr.Textbox(
+            label="fact_checking",
+            info="String with fact checking text",
+            lines=1,
+            interactive=False,
+            visible=False,
+        )
+
+        gr_qa = gr.Textbox(
+            label="qa",
+            info="Questions and answers, first line is the question, second line is the answer, and so on",
+            lines=1,
+            interactive=False,
+            visible=False,
+        )
+
+        gr_citations = gr.Textbox(
+            label="citations",
+            info="Here you will see the citations, first line is the citation id, second line is the url, and so on",
+            lines=1,
+            interactive=False,
+            visible=False,
+        )
+
+        gr_image = gr.Textbox(
+            label="image",
+            info="Contains the image url",
+            interactive=False,
+            visible=False,
+        )
+
+        gr_play.click(
+            fact_checking,
+            inputs=[gr_text],
+            outputs=[gr_output, gr_ft, gr_qa, gr_citations, gr_image],
+        )
+
+        demo.queue(default_concurrency_limit=1)
+        demo.launch()