init

app.py

@@ -360,19 +360,7 @@ def render_brainstorm_page():
             st.info("No products yet. Create one to get started!")
 
 
-class LLaMAAssistant:
-    def __init__(self, model_name="meta-llama/Llama-2-7b-chat-hf"):
-        try:
-            self.tokenizer = AutoTokenizer.from_pretrained(model_name)
-            self.model = AutoModelForCausalLM.from_pretrained(
-                model_name, 
-                torch_dtype=torch.float16, 
-                device_map="auto"
-            )
-        except Exception as e:
-            st.error(f"Model loading error: {e}")
-            self.model = None
-            self.tokenizer = None
+
 
     def generate_response(self, prompt: str, context: list = None) -> str:
         if not self.model or not self.tokenizer:
@@ -420,20 +408,6 @@ def render_chat():
     ></iframe>
     """, unsafe_allow_html=True)
 
-def render_home():
-    st.title("🚀 Welcome to Prospira")
-    st.subheader("📊 Data-Driven Solutions for Businesses and Creators")
-    st.markdown("""
-    **Prospira** empowers businesses and creators to enhance their content, products, and marketing strategies using AI-driven insights.
-    
-    ### **✨ Key Features**
-    - **📈 Performance Analytics:** Real-time insights into business metrics.
-    - **🔎 Competitive Analysis:** Benchmark your business against competitors.
-    - **💡 Smart Product Ideas:** AI-generated recommendations for future products and content.
-    - **🧠 AI Business Mentor:** Personalized AI guidance for strategy and growth.
-    Explore how **Prospira** can help optimize your decision-making and drive success! 💡🚀
-    """)
-
 def main():
     st.set_page_config(
         page_title="Prospira",
@@ -443,7 +417,19 @@ def main():
             ["Home", "Dashboard", "Analytics", "Brainstorm", "Chat"]
         )
     if page == "Home":
-        render_home()
+        st.title("🚀 Welcome to Prospira")
+        st.subheader("📊 Data-Driven Solutions for Businesses and Creators")
+        st.markdown("""
+        **Prospira** empowers businesses and creators to enhance their content, products, and marketing strategies using AI-driven insights.
+        
+        ### **✨ Key Features**
+        - **📈 Performance Analytics:** Real-time insights into business metrics.
+        - **🔎 Competitive Analysis:** Benchmark your business against competitors.
+        - **💡 Smart Product Ideas:** AI-generated recommendations for future products and content.
+        - **🧠 AI Business Mentor:** Personalized AI guidance for strategy and growth.
+        Explore how **Prospira** can help optimize your decision-making and drive success! 💡🚀
+        """)
+
     if page == "Dashboard":
         render_dashboard()
     elif page == "Analytics":