File size: 742 Bytes
aef06f1 add0ece aef06f1 add0ece aef06f1 add0ece aef06f1 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 |
from fastapi import FastAPI, UploadFile, File
from transformers import AutoModelForCausalLM, AutoTokenizer
app = FastAPI()
# Charger DeepSeek depuis Hugging Face
model = AutoModelForCausalLM.from_pretrained("deepseek-ai/DeepSeek-V2-Chat")
tokenizer = AutoTokenizer.from_pretrained("deepseek-ai/DeepSeek-V2-Chat")
@app.post("/summarization/text")
async def summarize_text(file: UploadFile = File(...)):
content = await file.read()
text = content.decode("utf-8")
prompt = f"Résume ce texte en 3 phrases courtes : {text}"
inputs = tokenizer(prompt, return_tensors="pt")
outputs = model.generate(**inputs, max_length=100)
summary = tokenizer.decode(outputs[0], skip_special_tokens=True)
return {"summary": summary} |