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from fastapi import FastAPI | |
from fastapi.middleware.cors import CORSMiddleware | |
from src.TinyLLama import text_generation | |
from src.classmodels.inputforgeneration import InputForGeneration | |
import uvicorn | |
app = FastAPI() | |
origins = ["*"] | |
app.add_middleware( | |
CORSMiddleware, | |
allow_origins=origins, | |
allow_credentials=True, | |
allow_methods=["*"], | |
allow_headers=["*"] | |
) | |
def warmupGenerationModel(): | |
warmupModelMessage = text_generation.warmupTextGenerationModel() | |
return warmupModelMessage | |
async def generateTextUsingLLama(inputSettings:InputForGeneration): | |
try: | |
output = text_generation.generateText(inputSettings) | |
if output is not None: | |
return output | |
else: | |
return "error when generating text" | |
except Exception as e: | |
return str(e) | |
if __name__ == "__main__": | |
uvicorn.run(app=app) |