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import os | |
import streamlit as st | |
from groq import Groq | |
api = "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" # Replace with your actual API key | |
# --- Groq API Setup --- | |
client = Groq(api_key=api) | |
# Function to get code from StarCoder model | |
def generate_code(summary, language): | |
try: | |
chat_completion = client.chat.completions.create( | |
messages=[ | |
{ | |
"role": "user", | |
"content": f"Generate efficient {language} code for the following task without any explanations or comments: {summary}", | |
} | |
], | |
model="starcoder", # Specify the model you want to use | |
stream=False, | |
) | |
generated_code = chat_completion.choices[0].message.content | |
return generated_code | |
except Exception as e: | |
st.error(f"Error generating code: {e}") | |
return "" | |
# --- Streamlit Interface --- | |
st.set_page_config(page_title="Generative AI Code Generator", page_icon="π¨βπ»", layout="wide") | |
# Page Title | |
st.title("Generative AI Code Generator Using StarCoder") | |
# Summary Input | |
summary = st.text_area("Enter the Summary of the Task", "For example: Create a function to add two numbers.") | |
language = st.selectbox("Select the Programming Language", ["Python", "Java", "JavaScript", "C++"]) | |
# Generate Code Button | |
if st.button("Generate Code"): | |
if summary: | |
# Generate the code using Groq and StarCoder | |
generated_code = generate_code(summary, language) | |
if generated_code: | |
st.subheader(f"Generated {language} Code:") | |
st.code(generated_code, language=language.lower()) | |
# Modify or remove sections of code (optional) | |
modified_code = st.text_area("Modify the Code (Optional)", value=generated_code, height=200) | |
# Download Code Button (Download as TXT) | |
st.download_button( | |
label="Download Code", | |
data=modified_code or generated_code, # Use modified_code if edited, otherwise generated_code | |
file_name="generated_code.txt", | |
mime="text/plain" | |
) | |
# New Code Button | |
if st.button("Generate New Code"): | |
summary = "" # Clear the summary input | |
st.rerun() # Refresh the page to clear inputs | |
# Footer Information | |
st.markdown("---") | |
st.write("π» Powered by Streamlit | AI Code Generation by Groq and StarCoder") |