added temperature and chat history

app.py

@@ -14,6 +14,7 @@ schemer = client.get_collection(
 )
 DATA_AVAL: bool = schemer.count() > 0
 APP_NAME: str = "Groove-GPT"
+history: list(str) = []
 
 st.title(APP_NAME)
 st.header("What is Groovy-GPT?")
@@ -22,16 +23,21 @@ st.write("The model is trained on the MIT Scheme textbook and a handful of Discr
 st.write("Data Avaliable: ", DATA_AVAL)
 
 user_question: str = st.text_area("Enter your groovy questions here")
+remember_chat_history = st.toggle("Remember This Chat's History")
+temperature = st.slider("Creativity of Model", 0, 2, 1, 'float')
+st.markdown("High creativity will make it go crazy - keep it low")
+
 access_key: str = st.text_input("Enter your gpt key here", type="password")
 st.markdown("*For more information about how to get an access key, read [this article](https://platform.openai.com/api-keys). Make sure it has money in it ☠️*", unsafe_allow_html=True)
 gpt_type: str = st.selectbox(label="Choose GPT Type", options=["gpt-3.5-turbo", "gpt-3.5-turbo-1106", "gpt-3.5-turbo-0125", "gpt-4-32k-0613", "gpt-4-0613", "gpt-4-0125-preview"], index=0)
 st.markdown("*For more information about GPT types, read [this article](https://platform.openai.com/docs/models).*", unsafe_allow_html=True)
 
+st.divider()
+
 if st.button('Query Database') & (access_key != "") & (user_question != ""):
     openai_client = OpenAI(api_key=access_key)
 
     with st.spinner('Loading...'):
-        st.header("Results")
         # Perform the Chromadb query.
         results = schemer.query(
             query_texts=[user_question],
@@ -42,12 +48,17 @@ if st.button('Query Database') & (access_key != "") & (user_question != ""):
         response = openai_client.chat.completions.create(
             model="gpt-3.5-turbo",
             messages=[
-                {"role": "system", "content": "You are an expert in functional programming in Scheme, with great knowledge on programming paradigms."},
+                {"role": "system", "content": "You are an expert in functional programming in Scheme, with great knowledge on programming paradigms. You wish to teach the user everything you know about programming paradigms in scheme - so you explain everything thoroughly"},
                 {"role": "user", "content": user_question},
                 {"role": "assistant", "content": str(documents)},
-            ]
+                {"role": "assistant", "history": str(history)}
+            ],
+            temperature=temperature
         )
-
+        
+    history.append({user_question : response.choices[0].message.content})
+        
+    st.header("Prof Says ...")
     st.write(response.choices[0].message.content)