Lesson 11 -> Practice for generative AI

app.py

@@ -1,6 +1,22 @@
 import gradio as gr
 import random
+from huggingface_hub import InferenceClient
 
+client = InferenceClient("HuggingFaceH4/zephyr-7b-beta")
+
+def respond(message, history):
+    messages = [{"role": "system", "content": "You are a friendly chatbot."}]
+    if history:
+        messages.extend(history)
+
+    message.appened({"role": "user", "content": message})
+
+    response = client.chat_completion(messages, max_tokens = 100)
+
+    print(response['choices'][0]['message']['content'].strip())
+    
+    return response['choices'][0]['message']['content'].strip()
+    
 def random_message(message, history):
     choices = [
     "It is certain",
@@ -27,6 +43,6 @@ def random_message(message, history):
     chat_answer = random.choice(choices)
     return chat_answer
 
-chatbot = gr.ChatInterface(random_message, type = "messages", title = "Your Virtual 8 Ball", description = "<center>Ask me any question and I will answer.</center>")
+chatbot = gr.ChatInterface(respond, type = "messages")
 
 chatbot.launch()