Spaces:
Sleeping
Sleeping
usmansafdarktk
commited on
Commit
·
0bd46d0
1
Parent(s):
f418bc1
upgraded ui and api end points
Browse files- index.html +0 -167
- main.py +5 -5
- static/index.html +1 -1
index.html
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<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>LaMini-LM API</title>
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<script src="https://cdn.jsdelivr.net/npm/react@18.2.0/umd/react.production.min.js"></script>
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<script src="https://cdn.jsdelivr.net/npm/react-dom@18.2.0/umd/react-dom.production.min.js"></script>
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<script src="https://cdn.jsdelivr.net/npm/babel-standalone@7.22.9/babel.min.js"></script>
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<script src="https://cdn.tailwindcss.com"></script>
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</head>
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<body class="bg-gray-100 min-h-screen flex items-center justify-center">
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<div id="root"></div>
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<script type="text/babel">
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function App() {
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const [instruction, setInstruction] = React.useState('');
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const [maxLength, setMaxLength] = React.useState(100);
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const [temperature, setTemperature] = React.useState(1.0);
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const [topP, setTopP] = React.useState(0.9);
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const [generatedText, setGeneratedText] = React.useState('');
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const [error, setError] = React.useState('');
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const [isLoading, setIsLoading] = React.useState(false);
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const handleSubmit = async (e) => {
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e.preventDefault();
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setError('');
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setGeneratedText('');
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setIsLoading(true);
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if (!instruction.trim()) {
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setError('Instruction cannot be empty.');
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setIsLoading(false);
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return;
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}
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if (maxLength < 10 || maxLength > 500) {
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setError('Max length must be between 10 and 500.');
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setIsLoading(false);
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return;
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}
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if (temperature <= 0 || temperature > 2) {
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setError('Temperature must be between 0 and 2.');
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setIsLoading(false);
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return;
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}
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if (topP <= 0 || topP > 1) {
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setError('Top P must be between 0 and 1.');
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setIsLoading(false);
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return;
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}
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try {
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const response = await fetch('/generate', {
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method: 'POST',
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headers: { 'Content-Type': 'application/json' },
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body: JSON.stringify({
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instruction,
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max_length: maxLength,
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temperature,
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top_p: topP,
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}),
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});
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const data = await response.json();
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if (response.ok) {
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setGeneratedText(data.generated_text);
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} else {
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setError(data.detail?.[0]?.msg || 'Failed to generate text.');
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}
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} catch (err) {
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setError('Error connecting to the API. Please try again.');
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} finally {
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setIsLoading(false);
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}
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};
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return (
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<div className="max-w-2xl mx-auto p-6 bg-white rounded-lg shadow-lg">
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<h1 className="text-3xl font-bold text-center text-gray-800 mb-6">
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LaMini-LM Text Generator
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</h1>
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<form onSubmit={handleSubmit} className="space-y-4">
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<div>
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<label htmlFor="instruction" className="block text-sm font-medium text-gray-700">
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Instruction
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</label>
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<textarea
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id="instruction"
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value={instruction}
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onChange={(e) => setInstruction(e.target.value)}
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className="mt-1 w-full p-2 border border-gray-300 rounded-md focus:ring-blue-500 focus:border-blue-500"
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rows="4"
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placeholder="e.g., Tell me about camels"
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></textarea>
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</div>
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<div>
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<label htmlFor="maxLength" className="block text-sm font-medium text-gray-700">
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Max Length (10–500)
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</label>
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<input
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id="maxLength"
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type="number"
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value={maxLength}
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onChange={(e) => setMaxLength(Number(e.target.value))}
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min="10"
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max="500"
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className="mt-1 w-full p-2 border border-gray-300 rounded-md focus:ring-blue-500 focus:border-blue-500"
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/>
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</div>
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<div>
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<label htmlFor="temperature" className="block text-sm font-medium text-gray-700">
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Temperature (0–2)
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</label>
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<input
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id="temperature"
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type="number"
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step="0.1"
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value={temperature}
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onChange={(e) => setTemperature(Number(e.target.value))}
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min="0"
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max="2"
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className="mt-1 w-full p-2 border border-gray-300 rounded-md focus:ring-blue-500 focus:border-blue-500"
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/>
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</div>
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<div>
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<label htmlFor="topP" className="block text-sm font-medium text-gray-700">
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Top P (0–1)
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</label>
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<input
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id="topP"
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type="number"
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step="0.1"
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value={topP}
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onChange={(e) => setTopP(Number(e.target.value))}
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min="0"
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max="1"
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className="mt-1 w-full p-2 border border-gray-300 rounded-md focus:ring-blue-500 focus:border-blue-500"
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/>
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</div>
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<button
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type="submit"
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disabled={isLoading}
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className={`w-full py-2 px-4 bg-blue-600 text-white rounded-md hover:bg-blue-700 focus:outline-none focus:ring-2 focus:ring-blue-500 focus:ring-offset-2 ${
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isLoading ? 'opacity-50 cursor-not-allowed' : ''
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}`}
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>
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{isLoading ? 'Generating...' : 'Generate Text'}
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</button>
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</form>
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{error && (
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<div className="mt-4 p-4 bg-red-100 text-red-700 rounded-md">
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{error}
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</div>
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)}
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{generatedText && (
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<div className="mt-4 p-4 bg-gray-100 rounded-md">
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<h2 className="text-lg font-semibold text-gray-800">Generated Text:</h2>
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<p className="mt-2 text-gray-600">{generatedText}</p>
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</div>
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)}
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</div>
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);
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}
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const root = ReactDOM.createRoot(document.getElementById('root'));
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root.render(<App />);
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</script>
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</body>
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</html>
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main.py
CHANGED
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@@ -22,8 +22,8 @@ app.add_middleware(
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allow_headers=["*"],
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)
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# Mount static files at
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app.mount("/
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class TextGenerationRequest(BaseModel):
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instruction: str
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@@ -48,15 +48,15 @@ def load_model():
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generator = None
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raise HTTPException(status_code=503, detail=f"Model loading failed: {str(e)}")
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@app.get("/health")
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async def health_check():
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return {"status": "healthy"}
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@app.get("/")
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async def root():
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return {"message": "Welcome to the LaMini-LM API. Use POST /generate to generate text or visit /ui for the web interface."}
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@app.post("/generate")
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async def generate_text(request: TextGenerationRequest):
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logger.info(f"Received request: {request.dict()}")
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if generator is None:
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allow_headers=["*"],
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)
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# Mount static files at root
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app.mount("/", StaticFiles(directory="static", html=True), name="static")
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class TextGenerationRequest(BaseModel):
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instruction: str
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generator = None
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raise HTTPException(status_code=503, detail=f"Model loading failed: {str(e)}")
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@app.get("/api/health")
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async def health_check():
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return {"status": "healthy"}
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@app.get("/api")
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async def root():
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return {"message": "Welcome to the LaMini-LM API. Use POST /generate to generate text or visit /ui for the web interface."}
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@app.post("/api/generate")
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async def generate_text(request: TextGenerationRequest):
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logger.info(f"Received request: {request.dict()}")
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if generator is None:
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static/index.html
CHANGED
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@@ -126,7 +126,7 @@
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}
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try {
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const response = await fetch('
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method: 'POST',
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headers: {
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'Content-Type': 'application/json',
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}
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try {
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const response = await fetch('/api/generate', {
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method: 'POST',
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headers: {
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'Content-Type': 'application/json',
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