Update app.py

app.py

@@ -7,7 +7,7 @@ import tempfile
 import subprocess
 from groq import Groq
 
-# Groq API Key setup .
+# Groq API Key setup
 GROQ_API_KEY = "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"
 client = Groq(api_key=GROQ_API_KEY)
 
@@ -79,10 +79,6 @@ def analyze_data(data, visualization_type):
         ax.set_xlabel(x_col)
         ax.set_ylabel(y_col)
         st.pyplot(fig)
-    # Visualization logic
-
-
-
 
     elif visualization_type == "Line Graph" and not numeric_data.empty:
         st.subheader("Line Graph")
@@ -95,9 +91,6 @@ def analyze_data(data, visualization_type):
         ax.set_ylabel(y_col)
         st.pyplot(fig)
 
-
-
-
     elif visualization_type == "Area Chart" and not numeric_data.empty:
         st.subheader("Area Chart")
         column = st.selectbox("Select a column for the Area Chart:", numeric_data.columns)
@@ -123,7 +116,7 @@ def generate_groq_prompt(data, visualization_type):
     Here is the summary statistics for the dataset:
     {data_without_index}
 
-    The user has selected the '{visualization_type}' visualization type .
+    The user has selected the '{visualization_type}' visualization type.
     Please generate Python code that does this and for any data, please don't use any file input. Write the data in the code.
     """
 
@@ -141,20 +134,20 @@ if uploaded_file is not None:
         if data is not None:
             data = preprocess_dataframe(data)  # Fix serialization issues
             st.subheader("Uploaded Data")
-            st.write(data.head())
+            st.write(data)  # Display the full dataset without truncation
 
             # Visualization Selection
             visualization_type = st.selectbox(
                 "Select a visualization type:",
-                [ "Bar Chart", "Line Graph",  "Area Chart"]
+                ["Bar Chart", "Line Graph", "Area Chart"]
             )
 
-            # User input for class size customization
-  
-
             # Perform Analysis and Visualization
             prompt = analyze_data(data, visualization_type)
 
+            # Show the prompt sent to Groq
+            st.subheader("Prompt Sent to Groq")
+            st.text(prompt)
 
             # Chat with Groq Section
             st.subheader("Chat with Groq")
@@ -182,3 +175,4 @@ if uploaded_file is not None:
 
 
 
+