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app.py

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+import streamlit as st
+import requests
+import os  # Import os to access environment variables
+
+# Get API token from environment variable
+API_TOKEN = os.getenv("HF_API_TOKEN")  # Fetch token securely
+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 using Hugging Face API securely."""
+    prompt = f"Translate the following {source_lang} code to {target_lang}:\n\n{code_snippet}\n\nTranslated {target_lang} Code:\n"
+
+    response = requests.post(API_URL, headers=HEADERS, json={
+        "inputs": prompt,
+        "parameters": {
+            "max_new_tokens": 150,
+            "temperature": 0.2,
+            "top_k": 50,
+            "stop": ["\n\n", "#", "//", "'''"]
+        }
+    })
+
+    if response.status_code == 200:
+        generated_text = response.json()[0]["generated_text"]
+        translated_code = generated_text.split(f"Translated {target_lang} Code:\n")[-1].strip()
+        return translated_code
+    else:
+        return f"Error: {response.status_code}, {response.text}"
+
+# Streamlit UI
+st.title("🔄 Code Translator using StarCoder")
+st.write("Translate code between different programming languages using AI.")
+
+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 here:", height=200)
+
+if st.button("Translate"):
+    if code_input.strip():
+        with st.spinner("Translating..."):
+            translated_code = translate_code(code_input, source_lang, target_lang)
+            st.subheader("Translated Code:")
+            st.code(translated_code, language=target_lang.lower())
+    else:
+        st.warning("⚠️ Please enter some code before translating.")

requirements.txt

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+torch
+torchvision
+torchaudio
+transformers
+tree_sitter
+fastapi
+uvicorn
+sentencepiece
+accelerate
+streamlit