Spaces:
Sleeping
Sleeping
- One_model.py +8 -8
- data/user_data/user_data_0724077190.json +266 -1
- pages/Two_models.py +9 -9
One_model.py
CHANGED
@@ -88,7 +88,7 @@ def parseBill(data):
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return {
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"Data factura": billDate,
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"Serie numar factura": billNo,
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-
"
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"Costuri suplimentare": extraCharge,
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"Total plata factura": totalBillCosts,
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"Costuri utilizatori": subscriberCosts,
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@@ -101,7 +101,7 @@ def check_related_keys(question, user_id):
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categories = set()
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for bill in user_data.get("bills", []):
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categories.update(bill.get("Entities", []))
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-
st.write(f"Entities: {categories}")
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return [category for category in categories if any(word.lower() in question.lower() for word in category.split())]
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def process_query(query, user_id, model_name):
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@@ -112,16 +112,16 @@ def process_query(query, user_id, model_name):
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if related_keys_str != "N/A":
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context = (
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-
f"Citeste informatiile despre
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-
f"si raspunde la intrebarea: '{query}' dar
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)
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else:
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context = (
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-
f"Citeste informatiile despre costrurile in lei facturate din json: {bill_info}
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-
f"si raspunde la intrebarea: '{query}'
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)
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-
max_input_length =
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#st.write(f"Context:\n{context}")
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st.write(f"Context size: {len(context)} characters")
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@@ -205,7 +205,7 @@ def main():
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st.write({
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"Data factura": bill.get("Data factura"),
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"Serie numar factura": bill.get("Serie numar factura"),
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-
"
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"Costuri suplimentare": bill.get("Costuri suplimentare")
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})
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if not st.session_state.user_data:
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return {
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"Data factura": billDate,
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"Serie numar factura": billNo,
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+
"Total de plata": amountDue,
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"Costuri suplimentare": extraCharge,
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"Total plata factura": totalBillCosts,
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"Costuri utilizatori": subscriberCosts,
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categories = set()
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for bill in user_data.get("bills", []):
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categories.update(bill.get("Entities", []))
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+
#st.write(f"Entities: {categories}")
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return [category for category in categories if any(word.lower() in question.lower() for word in category.split())]
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def process_query(query, user_id, model_name):
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if related_keys_str != "N/A":
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context = (
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+
f"Citeste informatiile despre costrurile in lei facturate din json: {bill_info}"
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+
f"si raspunde la intrebarea sau afirmatia: '{query}' dar mai ales cu info legate de: {related_keys_str}. Pentru orice alt subiect raspunde ca nu poti oferi decat informatii despre facturi."
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)
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else:
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context = (
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+
f"Citeste informatiile despre costrurile in lei facturate din json: {bill_info}"
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+
f"si raspunde la intrebarea sau afirmatia: '{query}' mai ales cu info din factura. Pentru orice alt subiect raspunde ca nu poti oferi decat informatii despre facturi."
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)
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+
max_input_length = 7550
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#st.write(f"Context:\n{context}")
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st.write(f"Context size: {len(context)} characters")
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st.write({
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"Data factura": bill.get("Data factura"),
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"Serie numar factura": bill.get("Serie numar factura"),
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+
"Total de plata": bill.get("Total de plata"),
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"Costuri suplimentare": bill.get("Costuri suplimentare")
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})
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if not st.session_state.user_data:
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data/user_data/user_data_0724077190.json
CHANGED
@@ -1 +1,266 @@
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-
{
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1 |
+
{
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+
"bills": [
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+
{
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4 |
+
"Data factura": "2025-01-06",
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+
"Serie numar factura": "VDF685952701",
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6 |
+
"Total de plata": 5550.46,
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+
"Costuri suplimentare": 5445.53,
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+
"Total plata factura": [
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+
{
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+
"categorie": "Total factura curenta",
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+
"amount": 104.93
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+
},
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+
{
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+
"categorie": "TVA 19%",
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+
"amount": 16.75
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+
},
|
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+
{
|
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+
"categorie": "Total rate terminal",
|
19 |
+
"amount": 5445.53
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+
},
|
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+
{
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+
"categorie": "Abonamente si extraoptiuni",
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+
"amount": 91.17
|
24 |
+
},
|
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+
{
|
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+
"categorie": "Reduceri",
|
27 |
+
"amount": -2.99
|
28 |
+
},
|
29 |
+
{
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+
"categorie": "Rest plata",
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31 |
+
"amount": -5073.74
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32 |
+
},
|
33 |
+
{
|
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+
"categorie": "Sold precedent",
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35 |
+
"amount": -5073.74
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36 |
+
},
|
37 |
+
{
|
38 |
+
"categorie": "Total de plata",
|
39 |
+
"amount": 476.72
|
40 |
+
}
|
41 |
+
],
|
42 |
+
"Costuri utilizatori": [
|
43 |
+
{
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44 |
+
"Numar telefon": "724015962",
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45 |
+
"Categorie cost": "Abonamente si extraoptiuni",
|
46 |
+
"Cost": "Red 11",
|
47 |
+
"Valoare": 34.08
|
48 |
+
},
|
49 |
+
{
|
50 |
+
"Numar telefon": "724015962",
|
51 |
+
"Categorie cost": "Abonamente si extraoptiuni",
|
52 |
+
"Cost": "Reducere promo",
|
53 |
+
"Valoare": -8.52
|
54 |
+
},
|
55 |
+
{
|
56 |
+
"Numar telefon": "724015962",
|
57 |
+
"Categorie cost": "Abonamente si extraoptiuni",
|
58 |
+
"Cost": "Secure Net",
|
59 |
+
"Valoare": 2.99
|
60 |
+
},
|
61 |
+
{
|
62 |
+
"Numar telefon": "724015962",
|
63 |
+
"Categorie cost": "Abonamente si extraoptiuni",
|
64 |
+
"Cost": "Reducere promotionala 12 luni",
|
65 |
+
"Valoare": -4.26
|
66 |
+
},
|
67 |
+
{
|
68 |
+
"Numar telefon": "724015962",
|
69 |
+
"Categorie cost": "Rate terminal",
|
70 |
+
"Cost": "Promotie Vodafone Smartphone cu plata in rate 12/36",
|
71 |
+
"Valoare": 70.99
|
72 |
+
},
|
73 |
+
{
|
74 |
+
"Numar telefon": "373920691",
|
75 |
+
"Categorie cost": "Abonamente si extraoptiuni",
|
76 |
+
"Cost": "Abonament Vodafone WiFi Instant Nelimitat+",
|
77 |
+
"Valoare": 29.82
|
78 |
+
},
|
79 |
+
{
|
80 |
+
"Numar telefon": "724077190",
|
81 |
+
"Categorie cost": "Reduceri",
|
82 |
+
"Cost": "Reducere Secure Net",
|
83 |
+
"Valoare": -2.99
|
84 |
+
},
|
85 |
+
{
|
86 |
+
"Numar telefon": "724077190",
|
87 |
+
"Categorie cost": "Abonamente si extraoptiuni",
|
88 |
+
"Cost": "RED Start",
|
89 |
+
"Valoare": 38.33
|
90 |
+
},
|
91 |
+
{
|
92 |
+
"Numar telefon": "724077190",
|
93 |
+
"Categorie cost": "Abonamente si extraoptiuni",
|
94 |
+
"Cost": "Secure Net",
|
95 |
+
"Valoare": 2.99
|
96 |
+
},
|
97 |
+
{
|
98 |
+
"Numar telefon": "724077190",
|
99 |
+
"Categorie cost": "Abonamente si extraoptiuni",
|
100 |
+
"Cost": "Reducere promotionala 12 luni",
|
101 |
+
"Valoare": -4.26
|
102 |
+
},
|
103 |
+
{
|
104 |
+
"Numar telefon": "724077190",
|
105 |
+
"Categorie cost": "Rate terminal",
|
106 |
+
"Cost": "Valoare rate ramase pana la expirare contract",
|
107 |
+
"Valoare": 5374.54
|
108 |
+
}
|
109 |
+
],
|
110 |
+
"Entities": [
|
111 |
+
"Rate terminal",
|
112 |
+
"Reducere promotionala 12 luni",
|
113 |
+
"Total sume datorate rate terminal",
|
114 |
+
"Total de plata",
|
115 |
+
"Secure Net",
|
116 |
+
"Promotie Vodafone Smartphone cu plata in rate 12/36",
|
117 |
+
"Red 11",
|
118 |
+
"Reducere Secure Net",
|
119 |
+
"Rest plata",
|
120 |
+
"TVA 19%",
|
121 |
+
"Reduceri",
|
122 |
+
"Abonamente si extraoptiuni",
|
123 |
+
"RED Start",
|
124 |
+
"Reducere promo",
|
125 |
+
"Total rate terminal",
|
126 |
+
"Sold precedent",
|
127 |
+
"Valoare rate ramase pana la expirare contract",
|
128 |
+
"Abonament Vodafone WiFi Instant Nelimitat+",
|
129 |
+
"Total factura curenta"
|
130 |
+
],
|
131 |
+
"Costuri": [
|
132 |
+
"RED Start",
|
133 |
+
"Secure Net",
|
134 |
+
"Promotie Vodafone Smartphone cu plata in rate 12/36",
|
135 |
+
"Red 11",
|
136 |
+
"Valoare rate ramase pana la expirare contract",
|
137 |
+
"Reducere promotionala 12 luni",
|
138 |
+
"Reducere Secure Net",
|
139 |
+
"Abonament Vodafone WiFi Instant Nelimitat+",
|
140 |
+
"Reducere promo"
|
141 |
+
]
|
142 |
+
},
|
143 |
+
{
|
144 |
+
"Data factura": "2024-12-06",
|
145 |
+
"Serie numar factura": "VDF685952700",
|
146 |
+
"Total de plata": 550.21,
|
147 |
+
"Costuri suplimentare": 54.53,
|
148 |
+
"Total plata factura": [
|
149 |
+
{
|
150 |
+
"categorie": "Total factura curenta",
|
151 |
+
"amount": 5104.93
|
152 |
+
},
|
153 |
+
{
|
154 |
+
"categorie": "TVA 19%",
|
155 |
+
"amount": 716.75
|
156 |
+
},
|
157 |
+
{
|
158 |
+
"categorie": "Total rate terminal",
|
159 |
+
"amount": 5445.53
|
160 |
+
},
|
161 |
+
{
|
162 |
+
"categorie": "Abonamente si extraoptiuni",
|
163 |
+
"amount": 91.17
|
164 |
+
},
|
165 |
+
{
|
166 |
+
"categorie": "Total de plata",
|
167 |
+
"amount": 476.72
|
168 |
+
}
|
169 |
+
],
|
170 |
+
"Costuri utilizatori": [
|
171 |
+
{
|
172 |
+
"Numar telefon": "724015962",
|
173 |
+
"Categorie cost": "Abonamente si extraoptiuni",
|
174 |
+
"Cost": "Red 11",
|
175 |
+
"Valoare": 34.08
|
176 |
+
},
|
177 |
+
{
|
178 |
+
"Numar telefon": "724015962",
|
179 |
+
"Categorie cost": "Abonamente si extraoptiuni",
|
180 |
+
"Cost": "Reducere promo",
|
181 |
+
"Valoare": -8.52
|
182 |
+
},
|
183 |
+
{
|
184 |
+
"Numar telefon": "724015962",
|
185 |
+
"Categorie cost": "Abonamente si extraoptiuni",
|
186 |
+
"Cost": "Secure Net",
|
187 |
+
"Valoare": 2.99
|
188 |
+
},
|
189 |
+
{
|
190 |
+
"Numar telefon": "724015962",
|
191 |
+
"Categorie cost": "Abonamente si extraoptiuni",
|
192 |
+
"Cost": "Reducere promotionala 12 luni",
|
193 |
+
"Valoare": -4.26
|
194 |
+
},
|
195 |
+
{
|
196 |
+
"Numar telefon": "724015962",
|
197 |
+
"Categorie cost": "Rate terminal",
|
198 |
+
"Cost": "Promotie Vodafone Smartphone cu plata in rate 12/36",
|
199 |
+
"Valoare": 70.99
|
200 |
+
},
|
201 |
+
{
|
202 |
+
"Numar telefon": "373920691",
|
203 |
+
"Categorie cost": "Abonamente si extraoptiuni",
|
204 |
+
"Cost": "Abonament Vodafone WiFi Instant Nelimitat+",
|
205 |
+
"Valoare": 29.82
|
206 |
+
},
|
207 |
+
{
|
208 |
+
"Numar telefon": "724077190",
|
209 |
+
"Categorie cost": "Reduceri",
|
210 |
+
"Cost": "Reducere Secure Net",
|
211 |
+
"Valoare": -2.99
|
212 |
+
},
|
213 |
+
{
|
214 |
+
"Numar telefon": "724077190",
|
215 |
+
"Categorie cost": "Abonamente si extraoptiuni",
|
216 |
+
"Cost": "RED Start",
|
217 |
+
"Valoare": 38.33
|
218 |
+
},
|
219 |
+
{
|
220 |
+
"Numar telefon": "724077190",
|
221 |
+
"Categorie cost": "Abonamente si extraoptiuni",
|
222 |
+
"Cost": "Secure Net",
|
223 |
+
"Valoare": 2.99
|
224 |
+
},
|
225 |
+
{
|
226 |
+
"Numar telefon": "724077190",
|
227 |
+
"Categorie cost": "Abonamente si extraoptiuni",
|
228 |
+
"Cost": "Reducere promotionala 12 luni",
|
229 |
+
"Valoare": -4.26
|
230 |
+
}
|
231 |
+
],
|
232 |
+
"Entities": [
|
233 |
+
"Rate terminal",
|
234 |
+
"Reducere promotionala 12 luni",
|
235 |
+
"Total sume datorate rate terminal",
|
236 |
+
"Total de plata",
|
237 |
+
"Secure Net",
|
238 |
+
"Promotie Vodafone Smartphone cu plata in rate 12/36",
|
239 |
+
"Red 11",
|
240 |
+
"Reducere Secure Net",
|
241 |
+
"Rest plata",
|
242 |
+
"TVA 19%",
|
243 |
+
"Reduceri",
|
244 |
+
"Abonamente si extraoptiuni",
|
245 |
+
"RED Start",
|
246 |
+
"Reducere promo",
|
247 |
+
"Total rate terminal",
|
248 |
+
"Sold precedent",
|
249 |
+
"Valoare rate ramase pana la expirare contract",
|
250 |
+
"Abonament Vodafone WiFi Instant Nelimitat+",
|
251 |
+
"Total factura curenta"
|
252 |
+
],
|
253 |
+
"Costuri": [
|
254 |
+
"RED Start",
|
255 |
+
"Secure Net",
|
256 |
+
"Promotie Vodafone Smartphone cu plata in rate 12/36",
|
257 |
+
"Red 11",
|
258 |
+
"Valoare rate ramase pana la expirare contract",
|
259 |
+
"Reducere promotionala 12 luni",
|
260 |
+
"Reducere Secure Net",
|
261 |
+
"Abonament Vodafone WiFi Instant Nelimitat+",
|
262 |
+
"Reducere promo"
|
263 |
+
]
|
264 |
+
}
|
265 |
+
]
|
266 |
+
}
|
pages/Two_models.py
CHANGED
@@ -84,8 +84,8 @@ def check_related_keys(question, user_id):
|
|
84 |
user_data = load_user_data(user_id)
|
85 |
categories = set()
|
86 |
for bill in user_data.get("bills", []):
|
87 |
-
categories.update(bill.get("
|
88 |
-
st.write(f"Entities: {categories}")
|
89 |
return [category for category in categories if any(word.lower() in question.lower() for word in category.split())]
|
90 |
|
91 |
def process_query(query, user_id, model_name):
|
@@ -96,16 +96,16 @@ def process_query(query, user_id, model_name):
|
|
96 |
|
97 |
if related_keys_str != "N/A":
|
98 |
context = (
|
99 |
-
f"Citeste informatiile despre costurile in lei facturate din json: {bill_info}
|
100 |
-
f"si raspunde la intrebarea: '{query}' dar
|
101 |
)
|
102 |
else:
|
103 |
context = (
|
104 |
-
f"Citeste informatiile despre
|
105 |
-
f"si raspunde la intrebarea: '{query}'
|
106 |
)
|
107 |
|
108 |
-
max_input_length =
|
109 |
#st.write(f"Context:\n{context}")
|
110 |
st.write(f"Context size: {len(context)} characters")
|
111 |
|
@@ -151,7 +151,7 @@ def main():
|
|
151 |
st.image("https://miro.medium.com/v2/resize:fit:100/format:webp/1*NfE0G4nEj4xX7Z_8dSx83g.png")
|
152 |
|
153 |
# Create a sidebar menu to choose between models
|
154 |
-
model_name = st.sidebar.selectbox("Choose OpenAI Model", ["gpt-4o-mini", "gpt-4o"])
|
155 |
if "user_id" not in st.session_state:
|
156 |
st.session_state.user_id = None
|
157 |
|
@@ -189,7 +189,7 @@ def main():
|
|
189 |
st.write({
|
190 |
"Data factura": bill.get("Data factura"),
|
191 |
"Serie numar factura": bill.get("Serie numar factura"),
|
192 |
-
"
|
193 |
"Costuri suplimentare": bill.get("Costuri suplimentare")
|
194 |
})
|
195 |
if not st.session_state.user_data:
|
|
|
84 |
user_data = load_user_data(user_id)
|
85 |
categories = set()
|
86 |
for bill in user_data.get("bills", []):
|
87 |
+
categories.update(bill.get("Entities", []))
|
88 |
+
#st.write(f"Entities: {categories}")
|
89 |
return [category for category in categories if any(word.lower() in question.lower() for word in category.split())]
|
90 |
|
91 |
def process_query(query, user_id, model_name):
|
|
|
96 |
|
97 |
if related_keys_str != "N/A":
|
98 |
context = (
|
99 |
+
f"Citeste informatiile despre costurile in lei facturate din json: {bill_info}"
|
100 |
+
f"si raspunde la intrebarea sau afirmatia: '{query}' dar mai ales cu info legate de: {related_keys_str}. Pentru orice alt subiect raspunde ca nu poti oferi decat informatii despre facturi."
|
101 |
)
|
102 |
else:
|
103 |
context = (
|
104 |
+
f"Citeste informatiile despre costurile in lei facturate din json: {bill_info}"
|
105 |
+
f"si raspunde la intrebarea sau afirmatia: '{query}' mai ales cu info din factura. Pentru orice alt subiect raspunde ca nu poti oferi decat informatii despre facturi."
|
106 |
)
|
107 |
|
108 |
+
max_input_length = 7550
|
109 |
#st.write(f"Context:\n{context}")
|
110 |
st.write(f"Context size: {len(context)} characters")
|
111 |
|
|
|
151 |
st.image("https://miro.medium.com/v2/resize:fit:100/format:webp/1*NfE0G4nEj4xX7Z_8dSx83g.png")
|
152 |
|
153 |
# Create a sidebar menu to choose between models
|
154 |
+
#model_name = st.sidebar.selectbox("Choose OpenAI Model", ["gpt-4o-mini", "gpt-4o"])
|
155 |
if "user_id" not in st.session_state:
|
156 |
st.session_state.user_id = None
|
157 |
|
|
|
189 |
st.write({
|
190 |
"Data factura": bill.get("Data factura"),
|
191 |
"Serie numar factura": bill.get("Serie numar factura"),
|
192 |
+
"Total de plata": bill.get("Total de plata"),
|
193 |
"Costuri suplimentare": bill.get("Costuri suplimentare")
|
194 |
})
|
195 |
if not st.session_state.user_data:
|