Create app.py

app.py

@@ -0,0 +1,25 @@
+import streamlit as st
+import warnings
+from transformers import pipeline
+
+warnings.filterwarnings('ignore', category=UserWarning, message='TypedStorage is deprecated')
+
+if "pipe" not in st.session_state:
+    st.session_state.pipe = pipeline('text-generation', model='mistralai/Mixtral-8x7B-Instruct-v0.1')
+
+
+st.title("Turk-GPT Chatbot")
+st.caption("🚀 A streamlit chatbot")
+if "messages" not in st.session_state:
+    st.session_state["messages"] = [{"role": "assistant", "content": "How can I help you?"}]
+
+for msg in st.session_state.messages:
+    st.chat_message(msg["role"]).write(msg["content"])
+
+if prompt := st.chat_input():
+    st.session_state.messages.append({"role": "user", "content": prompt})
+    st.chat_message("user").write(prompt)
+    response = st.session_state.pipe(prompt, max_length=50)
+    msg = response[0]['generated_text']
+    st.session_state.messages.append({"role": "assistant", "content": msg})
+    st.chat_message("assistant").write(msg)