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
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@@ -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
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@@ -1 +1,266 @@
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-
{
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| 1 |
+
{
|
| 2 |
+
"bills": [
|
| 3 |
+
{
|
| 4 |
+
"Data factura": "2025-01-06",
|
| 5 |
+
"Serie numar factura": "VDF685952701",
|
| 6 |
+
"Total de plata": 5550.46,
|
| 7 |
+
"Costuri suplimentare": 5445.53,
|
| 8 |
+
"Total plata factura": [
|
| 9 |
+
{
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| 10 |
+
"categorie": "Total factura curenta",
|
| 11 |
+
"amount": 104.93
|
| 12 |
+
},
|
| 13 |
+
{
|
| 14 |
+
"categorie": "TVA 19%",
|
| 15 |
+
"amount": 16.75
|
| 16 |
+
},
|
| 17 |
+
{
|
| 18 |
+
"categorie": "Total rate terminal",
|
| 19 |
+
"amount": 5445.53
|
| 20 |
+
},
|
| 21 |
+
{
|
| 22 |
+
"categorie": "Abonamente si extraoptiuni",
|
| 23 |
+
"amount": 91.17
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"categorie": "Reduceri",
|
| 27 |
+
"amount": -2.99
|
| 28 |
+
},
|
| 29 |
+
{
|
| 30 |
+
"categorie": "Rest plata",
|
| 31 |
+
"amount": -5073.74
|
| 32 |
+
},
|
| 33 |
+
{
|
| 34 |
+
"categorie": "Sold precedent",
|
| 35 |
+
"amount": -5073.74
|
| 36 |
+
},
|
| 37 |
+
{
|
| 38 |
+
"categorie": "Total de plata",
|
| 39 |
+
"amount": 476.72
|
| 40 |
+
}
|
| 41 |
+
],
|
| 42 |
+
"Costuri utilizatori": [
|
| 43 |
+
{
|
| 44 |
+
"Numar telefon": "724015962",
|
| 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:
|