Create app.py

app.py

@@ -0,0 +1,49 @@
+import os
+import json
+import gradio as gr
+
+from groq import Groq
+
+client = Groq(api_key=os.environ.get("GROQ_API_KEY"))
+
+def summarize_process(text: str):
+        """
+        summarizes provided description of the proccess in Russian
+
+        text: provided source
+        """
+        summarization_prompt = """
+        Summarize the provided text in Russian. Use Russian language only.
+        Extract the main process and briefly summarize it.
+        Include key steps, participants and final result in summary.
+        Add those who are responsible for the whole process.
+        Return the summarized text in Russian only without any comments and explanations.
+
+        Return valid JSON with the following schema:
+        {
+        "summary": "string (generated summary of the provided source)"
+        }
+
+        Text for summarization:\n\n
+        """
+        summary = client.chat.completions.create(messages=[{"role": "user",
+                                                           "content": summarization_prompt + text}],
+                                                 model= "deepseek-r1-distill-llama-70b",
+                                                 response_format={"type": "json_object"},
+                                                 stream=False,
+                                                 max_tokens=1024,
+                                                 temperature=0.5,
+                                                 top_p=0.1
+                                                 ).choices[0].message.content
+        return json.loads(summary)["summary"]
+
+summary_bot = gr.Interface(fn=summarize_process,
+                    inputs=gr.Textbox(lines=2, placeholder="Ваш текст..."),
+                    outputs="text",
+                    title="Summary",
+                    description="Вставьте сюда описание процесса, и я перескажу его!"
+                    )
+
+
+if __name__ == "__main__":
+    summary_bot.launch()