import streamlit as st import requests import os # Ensure the Hugging Face API Token is available API_TOKEN = os.getenv("HF_API_TOKEN") if not API_TOKEN: st.error("⚠️ API Token is missing! Please set HF_API_TOKEN as an environment variable.") st.stop() # Define Hugging Face Model and API Endpoint MODEL_ID = "bigcode/starcoder" API_URL = f"https://api-inference.huggingface.co/models/{MODEL_ID}" HEADERS = {"Authorization": f"Bearer {API_TOKEN}"} def translate_code(code_snippet, source_lang, target_lang): """Translate code between languages using Hugging Face API.""" prompt = f"""You are an expert AI in code translation. Convert the following {source_lang} code to {target_lang}: {source_lang} Code: ```{source_lang.lower()} {code_snippet} ``` Now, provide the equivalent {target_lang} code: """ try: response = requests.post(API_URL, headers=HEADERS, json={"inputs": prompt}) # Handle API response if response.status_code == 200: result = response.json() if isinstance(result, list) and result: generated_text = result[0].get("generated_text", "") translated_code = generated_text.split(f"```{target_lang.lower()}")[-1].strip("```").strip() return translated_code else: return "⚠️ Error: Unexpected API response format." elif response.status_code == 400: return "⚠️ Error: Bad request. Please check your input." elif response.status_code == 401: return "⚠️ Error: Unauthorized. Check your API token." elif response.status_code == 403: return "⚠️ Error: Access Forbidden. You may need special model access." elif response.status_code == 503: return "⚠️ Error: Model is loading. Please wait a moment and try again." else: return f"⚠️ API Error {response.status_code}: {response.text}" except requests.exceptions.RequestException as e: return f"⚠️ Network Error: {str(e)}" # Streamlit UI st.title("🔄 AI Code Translator") st.write("Convert code between Python, Java, C++, and C.") languages = ["Python", "Java", "C++", "C"] source_lang = st.selectbox("Select Source Language", languages) target_lang = st.selectbox("Select Target Language", languages) code_input = st.text_area("Enter your code:", height=200) if st.button("Translate"): if source_lang == target_lang: st.warning("⚠️ Source and target languages must be different!") elif not code_input.strip(): st.warning("⚠️ Please enter some code before translating.") else: with st.spinner("Translating... ⏳"): translated_code = translate_code(code_input, source_lang, target_lang) st.subheader(f"Translated {target_lang} Code:") st.code(translated_code, language=target_lang.lower())