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Update app.py
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app.py
CHANGED
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@@ -1,4 +1,4 @@
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from flask import Flask, request, jsonify
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from flask_cors import CORS
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from transformers import AutoModelForSequenceClassification, AutoTokenizer
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from sentence_transformers import SentenceTransformer
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@@ -109,10 +109,10 @@ def load_ood_thresholds(model_path):
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def load_intent_resources():
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global intent_model, intent_tokenizer, intent_classes, intent_thresholds
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try:
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print("⏳ Loading intent model
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intent_model = AutoModelForSequenceClassification.from_pretrained(
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print("✅ Model loaded")
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intent_tokenizer = AutoTokenizer.from_pretrained(
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print("✅ Tokenizer loaded")
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with open(os.path.join(INTENT_MODEL_PATH, "intent_classes.pkl"), "rb") as f:
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intent_classes = pickle.load(f)
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""from flask import Flask, request, jsonify
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from flask_cors import CORS
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from transformers import AutoModelForSequenceClassification, AutoTokenizer
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from sentence_transformers import SentenceTransformer
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def load_intent_resources():
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global intent_model, intent_tokenizer, intent_classes, intent_thresholds
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try:
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print("⏳ Loading local intent model from model/")
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intent_model = AutoModelForSequenceClassification.from_pretrained(INTENT_MODEL_PATH)
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print("✅ Model loaded")
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intent_tokenizer = AutoTokenizer.from_pretrained(INTENT_MODEL_PATH)
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print("✅ Tokenizer loaded")
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with open(os.path.join(INTENT_MODEL_PATH, "intent_classes.pkl"), "rb") as f:
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intent_classes = pickle.load(f)
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