add toggle for expert model with info note

app.py

@@ -54,13 +54,30 @@ adapter_path = HOME + "/LLaMA-TOMMI-1.0/"
 base_model_path = "meta-llama/Llama-3.2-11B-Vision-Instruct"
 base_model_path_3B = "meta-llama/Llama-3.2-3B-Instruct"
 
-st.title(":red[AI University] :gray[/] FEM")
-# st.markdown("### Finite Element Method")
-st.markdown("Welcome to :red[AI University]—an AI-powered platform designed to address scientific course queries, dynamically adapting to instructors' teaching styles and students' learning needs. This prototype demonstrates the capabilities of the AI University platform by providing expert answers to queries related to a graduate-level :red[Finite Element Method (FEM)] course")
+# ---------------------------------------
+# ---------------------------------------
+
+st.markdown("""
+Welcome to <span style='color:red'><a href='https://my-ai-university.com/' target='_blank' style='text-decoration: none; color: red;'>AI University</a></span> — an AI-powered platform designed to address scientific course queries, dynamically adapting to instructors' teaching styles and students' learning needs.
+This prototype showcases the capabilities of the <span style='color:red'><a href='https://github.com/my-ai-university' target='_blank' style='text-decoration: none; color: red;'>AI University platform</a></span> by providing expert answers to queries related to a graduate-level <span style='color:red'><a href='https://www.youtube.com/playlist?list=PLJhG_d-Sp_JHKVRhfTgDqbic_4MHpltXZ' target='_blank' style='text-decoration: none; color: red;'>Finite Element Method (FEM)</a></span> course.
+""", unsafe_allow_html=True)
+
+st.markdown(" ")
+with st.container(border=False):
+
+    st.info("""
+     Heavy traffic or GPU limits may increase response time or cause errors. Disable expert model for faster replies or try again later.
+    """, icon="📌")
+
+    if 'activate_expert' in st.session_state:
+        st.session_state.activate_expert = st.toggle("Use expert model", value=st.session_state.activate_expert, key="use_expert_model1")
+    else:
+        st.session_state.activate_expert = st.toggle("Use expert model", value=True, key="use_expert_model1", help='More accurate but slower')
 
 st.markdown(" ")
 st.markdown(" ")
 # st.divider()
+
 # Sidebar for settings
 with st.sidebar:
     st.header("Settings")
@@ -111,8 +128,10 @@ with st.sidebar:
 
     st.write(' ')
     with st.expander('Expert model', expanded=False):
-            use_expert_answer = st.toggle("Use expert answer", value=True)
-            show_expert_responce = st.toggle("Show initial expert answer", value=False)
+            if st.session_state.activate_expert:
+                st.session_state.activate_expert = st.toggle("Use expert model", value=True)
+            else:
+                st.session_state.activate_expert = st.toggle("Use expert model", value=False)
 
             st.session_state.expert_model = st.selectbox(
                 "Choose the LLM model",
@@ -285,7 +304,7 @@ if submit_button_placeholder.button("AI Answer", type="primary"):
             #-------------------------
             # getting expert answer
             #-------------------------
-            if use_expert_answer:
+            if st.session_state.activate_expert:
                 if st.session_state.expert_model in ["LLaMA-TOMMI-1.0-11B", "LLaMA-3.2-11B"]:
 
                     if st.session_state.expert_model == "LLaMA-TOMMI-1.0-11B":

utils/help.py

@@ -1,7 +1,16 @@
 
 def get_disclaimer():
     return """
-:gray[**Main Data Sources:**] [Introduction to Finite Element Methods (FEM) by Prof. Krishna Garikipati](https://www.youtube.com/playlist?list=PLJhG_d-Sp_JHKVRhfTgDqbic_4MHpltXZ) :gray[and] [The Finite Element Method: Linear Static and Dynamic Finite Element Analysis by Thomas J. R. Hughes](https://www.google.com/books/edition/_/cHH2n_qBK0IC?hl=en).
+:gray[**Resources:**]
+[AI University](https://my-ai-university.com/),
+  [ArXiv]() (*coming soon*),
+  [GitHub](https://github.com/my-ai-university/finite-element-method),
+  [HuggingFace](https://huggingface.co/my-ai-university),
+  [WandB](https://wandb.ai/my-ai-university/finite-element-method)
+
+:gray[**Main Data Sources:**] 
+[Introduction to Finite Element Methods (FEM) by Prof. Krishna Garikipati](https://www.youtube.com/playlist?list=PLJhG_d-Sp_JHKVRhfTgDqbic_4MHpltXZ),
+  [The Finite Element Method: Linear Static and Dynamic Finite Element Analysis by Thomas J. R. Hughes](https://www.google.com/books/edition/_/cHH2n_qBK0IC?hl=en).
 
 :gray[**Disclaimer and Copyright Notice:**] :gray[1. AI-Generated Responses: Answers are generated using AI and, while thorough, may not always be 100% accurate. Please verify the information independently. 2. Content Ownership: All video content and lecture material referenced belong to their original creators. We encourage users to view the original material on verified platforms to ensure authenticity and accuracy. 3. Educational Fair Use: This tool is intended solely for educational purposes and operates under the principles of fair use. It is not authorized for commercial applications.]
 """