mini

app.py

@@ -2,14 +2,55 @@ import os
 import gradio as gr
 from huggingface_hub import InferenceClient
 
-# Получаем токен из окружения
-hf_token = os.getenv("HUGGINGFACE_TOKEN")
-client = InferenceClient("sambanovasystems/SambaLingo-Russian-Chat", token=hf_token)
+# Получаем токен из переменных окружения
+client = InferenceClient(os.getenv("HUGGINGFACE_TOKEN"))
 
-def respond(message):
-    response = client.chat_completion(messages=[{"role": "user", "content": message}])
-    return response['choices'][0]['message']['content']
+def respond(
+    message,
+    history: list[tuple[str, str]],
+    system_message,
+    max_tokens,
+    temperature,
+    top_p,
+):
+    messages = [{"role": "system", "content": system_message}]
 
-# Интерфейс Gradio
-iface = gr.Interface(fn=respond, inputs="text", outputs="text", title="AI Chat Bot")
-iface.launch()
+    for val in history:
+        if val[0]:
+            messages.append({"role": "user", "content": val[0]})
+        if val[1]:
+            messages.append({"role": "assistant", "content": val[1]})
+
+    messages.append({"role": "user", "content": message})
+
+    response = ""
+
+    for message in client.chat_completion(
+        messages,
+        max_tokens=max_tokens,
+        stream=True,
+        temperature=temperature,
+        top_p=top_p,
+    ):
+        token = message.choices[0].delta.content
+        response += token
+        yield response
+
+demo = gr.ChatInterface(
+    respond,
+    additional_inputs=[
+        gr.Textbox(value="You are a friendly Chatbot.", label="System message"),
+        gr.Slider(minimum=1, maximum=2048, value=512, step=1, label="Max new tokens"),
+        gr.Slider(minimum=0.1, maximum=4.0, value=0.7, step=0.1, label="Temperature"),
+        gr.Slider(
+            minimum=0.1,
+            maximum=1.0,
+            value=0.95,
+            step=0.05,
+            label="Top-p (nucleus sampling)",
+        ),
+    ],
+)
+
+if __name__ == "__main__":
+    demo.launch()

requirements.txt

@@ -1 +1,2 @@
-huggingface_hub==0.22.2
+huggingface_hub==0.22.2
+minijinja