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.gitattributes

@@ -32,3 +32,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+hub_model/variables/variables.data-00000-of-00001 filter=lfs diff=lfs merge=lfs -text

app.py

@@ -0,0 +1,94 @@
+from flask import Flask
+from flask import request
+from flask import render_template
+from flask import redirect
+from flask import jsonify
+from flask import send_from_directory
+import json
+import numpy as np
+import moduli
+from hugchat import hugchat
+from numpy.linalg import norm
+import datetime
+import tensorflow as tf
+import tensorflow_hub as hub
+import tensorflow_text
+
+model_url = "./hub_model/"
+hub_layer = hub.load(model_url)
+path='./'
+app = Flask(__name__, template_folder=path+'/templates',static_url_path='',static_folder=path+'/static')
+
+def support_jsonp(func):
+    """Wraps JSONified output for JSONP requests."""
+    @wraps(func)
+    def decorated_function(*args, **kwargs):
+        callback = request.args.get('callback', False)
+        if callback:
+            resp = func(*args, **kwargs)
+            resp.set_data('{}({})'.format(
+                str(callback),
+                resp.get_data(as_text=True)
+            ))
+            resp.mimetype = 'application/javascript'
+            return resp
+        else:
+            return func(*args, **kwargs)
+    return decorated_function
+
+@app.route("/")
+def flask_app():
+    return '<br>' \
+    '<h3><a href="https://www.aubaypoc.altervista.org/la7_demo.php" target="_blank">Vai alla 7Demo!</a></h3>' \
+    '<br>' \
+    '<h3><a href="https://www.ftintelligence.altervista.org/qa.php" target="_blank">Vai alla Question Answering Demo!</a></h3>'
+
+@app.route('/broadcast_labels',methods=['POST','GET'])
+def broadcast_labels():
+    if request.method == 'GET':
+      s=request.args.get('S')
+      dati=moduli.la7_labels(s)
+      output=dati
+      response = jsonify(output)
+      return response
+
+@app.route('/requestsQA',methods=['POST','GET'])
+def tasksQA():
+    ris=''
+    if request.method == 'POST':
+      domanda = str(request.form['domanda']).strip()
+      s = str(request.form['S']).strip()
+      ris=moduli.la7_QA(s,domanda,nlp_p)
+    return ris
+
+@app.route('/requestsSearch',methods=['POST','GET'])
+def tasksSearch():
+    response=''
+    if request.method == 'POST':
+      domanda = str(request.form['frase']).strip()
+      s = str(request.form['S']).strip()
+      dati=moduli.la7_Search(s,domanda,hub_layer)
+      output=dati
+      response = jsonify(output)
+    return response
+
+@app.route('/predict', methods=['POST','GET'])
+def predict():
+    dati=[]
+    #context=request.args.get('testo')
+    context=str(request.form['testo']).strip()
+    #question=request.args.get('testo_domanda')
+    question=str(request.form['testo_domanda']).strip()
+    w=moduli.la7_Bot(context,question,hugchat)
+    d={} 
+    d['risultato']=w
+    d['nome']='ok'
+    data=jsonify(d)
+    data.headers.add('Access-Control-Allow-Origin', '*')
+    return data
+
+
+if __name__ == "__main__":
+    #app.run(host="0.0.0.0")
+    #app.run(debug=False)
+    app.run()

cookies.json

@@ -0,0 +1,119 @@
+[
+    {
+        "domain": ".huggingface.co",
+        "expirationDate": 1716383545,
+        "hostOnly": false,
+        "httpOnly": false,
+        "name": "__stripe_mid",
+        "path": "/",
+        "sameSite": "strict",
+        "secure": true,
+        "session": false,
+        "storeId": null,
+        "value": "b33726b4-9262-430e-9269-49173b842270e2b841"
+    },
+    {
+        "domain": ".huggingface.co",
+        "expirationDate": 1719407767.751054,
+        "hostOnly": false,
+        "httpOnly": false,
+        "name": "_ga",
+        "path": "/",
+        "sameSite": null,
+        "secure": false,
+        "session": false,
+        "storeId": null,
+        "value": "GA1.2.1073053110.1681987579"
+    },
+    {
+        "domain": ".huggingface.co",
+        "expirationDate": 1713523934.53824,
+        "hostOnly": false,
+        "httpOnly": true,
+        "name": "token",
+        "path": "/",
+        "sameSite": "lax",
+        "secure": true,
+        "session": false,
+        "storeId": null,
+        "value": "EyuZYTjUSrTonRhGoMVFTlJQbPrqrTyBTkyElCsKeusiJeISYLAnTsQSIIGDmGaQQNXVtkDuWONXdmPxcKmqxzetHgGgaYlHzqDzdKIbdmAOuAtlbtatbBNJGchblEsn"
+    },
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+        "expirationDate": 1706086451,
+        "hostOnly": false,
+        "httpOnly": false,
+        "name": "intercom-device-id-hgve3glw",
+        "path": "/",
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+    {
+        "domain": "huggingface.co",
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+        "hostOnly": true,
+        "httpOnly": true,
+        "name": "hf-chat",
+        "path": "/",
+        "sameSite": "no_restriction",
+        "secure": true,
+        "session": false,
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+        "value": "3f4fb6bf-5291-47c3-980a-1512cb244a9d"
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+    }
+]

hub_model/saved_model.pb

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aea05ab4f38b378ed33359e7ae9b759b388c27a7267e26ee1fabf1f12a15caaf
+size 9339616

hub_model/variables/variables.data-00000-of-00001

@@ -0,0 +1,3 @@
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+oid sha256:6dcbc87e48438f803b0237fbb0941e8dec12f1c28ef5fc738ed7ba0a9a1ec182
+size 341194862

requirements.txt

@@ -0,0 +1,5 @@
+flask
+numpy
+tensorflow
+tensorflow_text
+hugchat