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app.py
#1
by Karmastudios - opened
- app.py +24 -40
- requirements.txt +1 -3
app.py
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@@ -2,65 +2,49 @@ import gradio as gr
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import requests
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import os
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#
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MODEL_ID = "bigcode/starcoder2-3b" # Free multi-language code model
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languages = ["Python", "C", "C++", "Java", "JavaScript", "Solidity", "SQL", "Bash"]
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def code_assistant(prompt, language="Python"):
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if
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# Prepend language info to prompt for multi-language generation
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full_prompt = f"# Language: {language}\n{prompt}"
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headers = {
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"Authorization": f"Bearer {HF_TOKEN}",
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"Content-Type": "application/json"
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}
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payload = {
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"inputs": full_prompt,
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"options": {"use_cache": False} # optional
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}
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try:
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response = requests.post(
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headers=
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json=
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)
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#
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if isinstance(data, dict) and "generated_text" in data:
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text = data["generated_text"]
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elif isinstance(data, dict) and "error" in data:
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return f"Error from model: {data['error']}"
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else:
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text = str(data)
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# Wrap in Markdown code block
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if not text.startswith("```"):
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text = f"```{language.lower()}\n{text}\n```"
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return text
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except Exception as e:
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return f"Error: {e}"
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# Gradio UI
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iface = gr.Interface(
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fn=code_assistant,
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inputs=[
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title="TheWizard 💬 — Free Code Assistant",
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description="Ask for code, explanations, or debugging in multiple languages using free HF models."
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)
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iface.launch()
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import requests
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import os
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# Read API key from environment variable
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API_KEY = os.getenv("OPENAI_API_KEY")
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languages = ["Python", "C", "C++", "Java", "JavaScript", "Solidity", "SQL", "Bash"]
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def code_assistant(prompt, language="Python"):
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# Check if API key exists
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if not API_KEY:
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return "Error: API key not set. Please add your OPENAI_API_KEY in Space Secrets and restart the Space."
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system_prompt = f"You are an expert {language} programmer. Only respond with code or explanation as requested. Wrap code in Markdown-style code blocks."
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try:
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response = requests.post(
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"https://api.openai.com/v1/chat/completions",
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headers={"Authorization": f"Bearer {API_KEY}"},
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json={
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"model": "gpt-4o-mini",
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"messages": [
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{"role": "system", "content": system_prompt},
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{"role": "user", "content": prompt}
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]
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}
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)
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text = response.json()["choices"][0]["message"]["content"]
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# Ensure output is wrapped in Markdown code block
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if not text.startswith("```"):
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text = f"```{language.lower()}\n{text}\n```"
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return text
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except Exception as e:
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return f"Error: {e}\nResponse: {response.text if 'response' in locals() else 'No response'}"
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# Gradio UI
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iface = gr.Interface(
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fn=code_assistant,
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inputs=[gr.Textbox(label="Your Prompt", placeholder="Write, explain, or debug code..."),
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gr.Dropdown(languages, label="Language")],
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outputs=gr.Textbox(label="Output", lines=20, interactive=False),
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title="TheWizard 💬 — Code Assistant",
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description="Ask for code, explanations, or debugging in multiple languages. Focused only on coding."
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)
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iface.launch()
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requirements.txt
CHANGED
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@@ -1,3 +1 @@
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requests
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python-dotenv
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huggingface_hub==0.22.2
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