Update app.py
Browse files
app.py
CHANGED
@@ -3,19 +3,21 @@ import os
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from fastapi import FastAPI, Request
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from contextlib import asynccontextmanager
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from transformers import pipeline
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from langdetect import detect # to change to langid
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import langid
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from huggingface_hub import login
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import socket
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# Global variables
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HF_HUB_TOKEN = os.getenv("HUGGINGFACEHUB_API_TOKEN")
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# Verify Hugging Face token
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if not HF_HUB_TOKEN:
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raise ValueError("Missing Hugging Face API token. Please set HUGGINGFACEHUB_API_TOKEN in environment variables.")
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login(token=HF_HUB_TOKEN)
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# Load Hebrew and English text generation models
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hebrew_generator = pipeline("text-generation", model="Norod78/hebrew-gpt_neo-small")
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english_generator = pipeline("text-generation", model="distilgpt2")
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@@ -25,10 +27,10 @@ english_generator = pipeline("text-generation", model="distilgpt2")
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def detect_language(user_input):
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try:
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# lang = detect(user_input)
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lang = langid.classify(user_input)
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print(f"Detected language: {lang}")
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return "hebrew" if lang == "he" else "english" if lang == "en" else "unsupported"
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except:
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print(f"Language detection error: {e}")
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return "unsupported"
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@@ -64,7 +66,7 @@ async def root():
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async def generate_text(request: Request):
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try:
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data = await request.json()
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text = data.get("text", "").strip() # removes non
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if not text:
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return {"error": "No text provided"}
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from fastapi import FastAPI, Request
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from contextlib import asynccontextmanager
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from transformers import pipeline
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import langid
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from huggingface_hub import login
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import socket
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+
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# Global variables
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HF_HUB_TOKEN = os.getenv("HUGGINGFACEHUB_API_TOKEN")
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# Verify Hugging Face token
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if not HF_HUB_TOKEN:
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raise ValueError("Missing Hugging Face API token. Please set HUGGINGFACEHUB_API_TOKEN in environment variables.")
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login(token=HF_HUB_TOKEN)
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+
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# Load Hebrew and English text generation models
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hebrew_generator = pipeline("text-generation", model="Norod78/hebrew-gpt_neo-small")
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english_generator = pipeline("text-generation", model="distilgpt2")
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def detect_language(user_input):
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try:
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# lang = detect(user_input)
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lang转 _ = langid.classify(user_input) # langid.classify returns a tuple (language, confidence)
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print(f"Detected language: {lang}")
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return "hebrew" if lang == "he" else "english" if lang == "en" else "unsupported"
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except Exception as e:
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print(f"Language detection error: {e}")
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return "unsupported"
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async def generate_text(request: Request):
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try:
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data = await request.json()
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text = data.get("text", "").strip() # removes non-relevant spaces
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if not text:
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return {"error": "No text provided"}
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