File size: 6,901 Bytes
ce3f6c1 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 | {
"framework": "langchain-core",
"execution": "BayesianRetriever(BaseRetriever) -> BayesianRAG RunnableLambda -> grounded answer/abstention",
"clean": {
"n_cases": 8,
"passed": 8,
"accuracy": 1.0,
"rows": [
{
"id": "c1",
"ok": true,
"answer": "The observatory opens to visitors at 9 AM every Saturday. [C1]",
"citations": [
"C1"
],
"abstained": false,
"top_doc": "C1"
},
{
"id": "c2",
"ok": true,
"answer": "The chemistry safety briefing is held in Hall 7. [C2]",
"citations": [
"C2"
],
"abstained": false,
"top_doc": "C2"
},
{
"id": "c3",
"ok": true,
"answer": "Library books may be borrowed for 21 days. [C3]",
"citations": [
"C3"
],
"abstained": false,
"top_doc": "C3"
},
{
"id": "c4",
"ok": true,
"answer": "The robotics club meets on Thursday evenings. [C4]",
"citations": [
"C4"
],
"abstained": false,
"top_doc": "C4"
},
{
"id": "c5",
"ok": true,
"answer": "Visitor parking is located beside Gate 3. [C5]",
"citations": [
"C5"
],
"abstained": false,
"top_doc": "C5"
},
{
"id": "c6",
"ok": true,
"answer": "The campus shuttle begins service at 6:30 AM. [C6]",
"citations": [
"C6"
],
"abstained": false,
"top_doc": "C6"
},
{
"id": "c7",
"ok": true,
"answer": "The data science seminar carries two academic credits. [C7]",
"citations": [
"C7"
],
"abstained": false,
"top_doc": "C7"
},
{
"id": "c8",
"ok": true,
"answer": "The emergency assembly point is the North Lawn. [C8]",
"citations": [
"C8"
],
"abstained": false,
"top_doc": "C8"
}
]
},
"conflict": {
"n_cases": 18,
"passed": 18,
"accuracy": 1.0,
"rows": [
{
"id": "q1",
"ok": true,
"answer": "All employee self-service tasks, including leave requests and payslips, are now handled in PeopleHub. [OFF-HR-PORTAL]",
"citations": [
"OFF-HR-PORTAL"
],
"abstained": false,
"top_doc": "OFF-HR-PORTAL"
},
{
"id": "q2",
"ok": true,
"answer": "The 2026 employee benefits policy grants 18 paid leave days per calendar year. [OFF-LEAVE]",
"citations": [
"OFF-LEAVE"
],
"abstained": false,
"top_doc": "OFF-LEAVE"
},
{
"id": "q3",
"ok": true,
"answer": "Under the active flexible-work policy, employees may work remotely up to two days per week with manager approval. [OFF-REMOTE]",
"citations": [
"OFF-REMOTE"
],
"abstained": false,
"top_doc": "OFF-REMOTE"
},
{
"id": "q4",
"ok": true,
"answer": "Payroll publishes salary slips by the fifth working day of each month. [OFF-PAYSLIP]",
"citations": [
"OFF-PAYSLIP"
],
"abstained": false,
"top_doc": "OFF-PAYSLIP"
},
{
"id": "q5",
"ok": true,
"answer": "The security baseline now requires WireGuard for the standard corporate VPN profile. [OFF-VPN]",
"citations": [
"OFF-VPN"
],
"abstained": false,
"top_doc": "OFF-VPN"
},
{
"id": "q6",
"ok": true,
"answer": "Production database backups have a retention period of 30 days. [OFF-BACKUP]",
"citations": [
"OFF-BACKUP"
],
"abstained": false,
"top_doc": "OFF-BACKUP"
},
{
"id": "q7",
"ok": true,
"answer": "The current gateway quota permits 120 requests per minute per token. [OFF-RATE]",
"citations": [
"OFF-RATE"
],
"abstained": false,
"top_doc": "OFF-RATE"
},
{
"id": "q8",
"ok": true,
"answer": "The production primary region is ap-south-1; disaster recovery remains in a separate region. [OFF-REGION]",
"citations": [
"OFF-REGION"
],
"abstained": false,
"top_doc": "OFF-REGION"
},
{
"id": "q9",
"ok": true,
"answer": "For domestic business travel, reimbursable meals are capped at INR 4,500 per day. [OFF-EXPENSE]",
"citations": [
"OFF-EXPENSE"
],
"abstained": false,
"top_doc": "OFF-EXPENSE"
},
{
"id": "q10",
"ok": true,
"answer": "Expense claims must be submitted within 15 days of the transaction date. [OFF-REIMB]",
"citations": [
"OFF-REIMB"
],
"abstained": false,
"top_doc": "OFF-REIMB"
},
{
"id": "q11",
"ok": true,
"answer": "Approved business travel must be booked through TripDesk. [OFF-TRAVEL]",
"citations": [
"OFF-TRAVEL"
],
"abstained": false,
"top_doc": "OFF-TRAVEL"
},
{
"id": "q12",
"ok": true,
"answer": "Procurement review is mandatory for purchases above INR 50,000. [OFF-PROC]",
"citations": [
"OFF-PROC"
],
"abstained": false,
"top_doc": "OFF-PROC"
},
{
"id": "q13",
"ok": true,
"answer": "I do not know based on the provided documents.",
"citations": [],
"abstained": true,
"top_doc": "LEG-RATE"
},
{
"id": "q14",
"ok": true,
"answer": "I do not know based on the provided documents.",
"citations": [],
"abstained": true,
"top_doc": "OFF-HR-PORTAL"
},
{
"id": "q15",
"ok": true,
"answer": "I do not know based on the provided documents.",
"citations": [],
"abstained": true,
"top_doc": "OFF-HR-PORTAL"
},
{
"id": "q16",
"ok": true,
"answer": "I do not know based on the provided documents.",
"citations": [],
"abstained": true,
"top_doc": "OFF-REIMB"
},
{
"id": "q17",
"ok": true,
"answer": "I do not know based on the provided documents.",
"citations": [],
"abstained": true,
"top_doc": "OFF-LAB-A"
},
{
"id": "q18",
"ok": true,
"answer": "I do not know based on the provided documents.",
"citations": [],
"abstained": true,
"top_doc": "OFF-OFFICE-A"
}
]
}
} |