mirror of
https://github.com/meta-llama/llama-stack.git
synced 2025-10-14 14:27:58 +00:00
478b4ff1e6
# What does this PR do? migrates VectorDBWithIndex to use openai_embeddings part of #2365 ## Test Plan existing unit tests
422 lines
11 KiB
JSON
422 lines
11 KiB
JSON
{
|
|
"request": {
|
|
"method": "POST",
|
|
"url": "http://0.0.0.0:11434/v1/v1/embeddings",
|
|
"headers": {},
|
|
"body": {
|
|
"model": "all-minilm:l6-v2",
|
|
"input": [
|
|
"Python programming language"
|
|
],
|
|
"encoding_format": "float"
|
|
},
|
|
"endpoint": "/v1/embeddings",
|
|
"model": "all-minilm:l6-v2"
|
|
},
|
|
"response": {
|
|
"body": {
|
|
"__type__": "openai.types.create_embedding_response.CreateEmbeddingResponse",
|
|
"__data__": {
|
|
"data": [
|
|
{
|
|
"embedding": [
|
|
-0.06384743,
|
|
0.013436034,
|
|
-0.054533605,
|
|
0.011913119,
|
|
-0.074255615,
|
|
-0.13346045,
|
|
0.04293264,
|
|
0.045415178,
|
|
-0.069499195,
|
|
-0.03594047,
|
|
0.012013141,
|
|
0.0068701585,
|
|
0.088894635,
|
|
0.0025958198,
|
|
0.03248322,
|
|
-0.00781389,
|
|
-0.05045716,
|
|
0.0066499636,
|
|
0.02780642,
|
|
-0.1278895,
|
|
0.00061722804,
|
|
0.04524771,
|
|
-0.036062278,
|
|
0.044238217,
|
|
0.012931149,
|
|
-0.009267752,
|
|
0.011908537,
|
|
0.026050908,
|
|
0.020050693,
|
|
-0.033657826,
|
|
-0.028060015,
|
|
0.08754526,
|
|
0.059001748,
|
|
0.053905424,
|
|
0.020296838,
|
|
0.06843132,
|
|
-0.031828973,
|
|
-0.08757766,
|
|
-0.11278083,
|
|
0.022646705,
|
|
-0.09042749,
|
|
-0.0033280335,
|
|
-0.04013833,
|
|
-0.03408772,
|
|
-0.032974605,
|
|
0.029246835,
|
|
-0.03902113,
|
|
0.045517426,
|
|
-0.0331051,
|
|
-0.006541718,
|
|
-0.09631428,
|
|
-0.011705091,
|
|
-0.052590065,
|
|
-0.064790964,
|
|
0.03107029,
|
|
-0.012614695,
|
|
0.0973954,
|
|
0.0052277497,
|
|
-0.035061166,
|
|
-0.14041117,
|
|
-0.06678556,
|
|
0.03656035,
|
|
-0.039271023,
|
|
0.070130296,
|
|
-0.001007227,
|
|
-0.026842492,
|
|
-0.017554138,
|
|
0.030476976,
|
|
0.0640168,
|
|
-0.03162716,
|
|
-0.1459817,
|
|
-0.04540497,
|
|
-0.018482737,
|
|
0.06690258,
|
|
0.030561155,
|
|
-0.12253459,
|
|
0.06106281,
|
|
-0.05676725,
|
|
-0.005102081,
|
|
-0.008781471,
|
|
0.0065009934,
|
|
-0.016409436,
|
|
-0.033660814,
|
|
0.084904715,
|
|
-0.000299427,
|
|
-0.073421866,
|
|
0.038623117,
|
|
0.15695204,
|
|
0.010100481,
|
|
0.025317656,
|
|
-0.0021393092,
|
|
-0.046127863,
|
|
0.062426485,
|
|
-0.019896954,
|
|
-0.054696236,
|
|
0.097949564,
|
|
0.038487267,
|
|
-0.072427474,
|
|
-0.038710196,
|
|
0.07158003,
|
|
0.0073204385,
|
|
-0.051196836,
|
|
0.031370413,
|
|
-0.032227658,
|
|
0.03930787,
|
|
-0.009667071,
|
|
0.06993779,
|
|
-0.052014988,
|
|
0.049430363,
|
|
-0.04273174,
|
|
-0.003752437,
|
|
-0.041564792,
|
|
-0.056199003,
|
|
-0.033390746,
|
|
0.05104195,
|
|
0.038621522,
|
|
-0.002969481,
|
|
0.08187672,
|
|
-0.0035807535,
|
|
0.045314044,
|
|
0.0068791825,
|
|
0.016496154,
|
|
0.016330697,
|
|
0.007280202,
|
|
-0.021685049,
|
|
-0.004648767,
|
|
-0.007916633,
|
|
-4.153803e-33,
|
|
-0.045814347,
|
|
-0.050876923,
|
|
-0.038647644,
|
|
0.010091659,
|
|
0.0700144,
|
|
-0.025181346,
|
|
0.10506424,
|
|
-0.0049788426,
|
|
-0.0641887,
|
|
-0.047635607,
|
|
0.012736192,
|
|
0.051960304,
|
|
-0.0160108,
|
|
0.08172301,
|
|
0.023975011,
|
|
-0.02088898,
|
|
0.04570414,
|
|
0.09154945,
|
|
0.025109906,
|
|
0.019044904,
|
|
0.048153024,
|
|
0.097932264,
|
|
0.034160685,
|
|
0.035437047,
|
|
0.0114016645,
|
|
-0.043437798,
|
|
-0.0041986653,
|
|
-0.055648174,
|
|
0.011477498,
|
|
0.0071031414,
|
|
-0.06427046,
|
|
-0.02060021,
|
|
-0.004527582,
|
|
-0.012953201,
|
|
0.026594209,
|
|
-0.012370914,
|
|
0.008425176,
|
|
-0.06823755,
|
|
0.046840925,
|
|
-0.041645527,
|
|
-0.025629306,
|
|
-0.0038959885,
|
|
0.050076205,
|
|
-0.008090696,
|
|
-0.023280276,
|
|
0.023890443,
|
|
0.0015592615,
|
|
0.04615769,
|
|
-0.06899702,
|
|
0.041591667,
|
|
0.0045278594,
|
|
-0.047615696,
|
|
0.054234404,
|
|
0.06972373,
|
|
-0.016879166,
|
|
0.04805917,
|
|
0.012710964,
|
|
0.0022028312,
|
|
-0.00632154,
|
|
-0.03153454,
|
|
0.02372792,
|
|
0.06859583,
|
|
0.07721348,
|
|
-0.012276763,
|
|
0.039006572,
|
|
0.03434665,
|
|
0.030310014,
|
|
0.058712285,
|
|
0.08029841,
|
|
0.06976497,
|
|
-0.09046315,
|
|
0.02376487,
|
|
-0.008737595,
|
|
0.038339745,
|
|
-0.027534455,
|
|
0.02316122,
|
|
0.027078442,
|
|
-0.081344925,
|
|
-0.010344974,
|
|
0.04727033,
|
|
-0.020315375,
|
|
-0.025998361,
|
|
-0.017408848,
|
|
-0.0035885328,
|
|
-0.018698875,
|
|
-0.0374002,
|
|
0.041077297,
|
|
0.05317115,
|
|
-0.00557377,
|
|
-0.058558866,
|
|
-0.07202089,
|
|
-0.0750218,
|
|
0.04825297,
|
|
0.011333554,
|
|
-0.022591913,
|
|
1.3509705e-33,
|
|
0.006217277,
|
|
0.03161211,
|
|
-0.036121942,
|
|
-0.0016698099,
|
|
-0.08257381,
|
|
-0.060688194,
|
|
0.059951965,
|
|
0.014476651,
|
|
0.05951137,
|
|
0.027058002,
|
|
-0.0116078025,
|
|
-0.05761336,
|
|
0.103633516,
|
|
-0.0028178988,
|
|
0.07695233,
|
|
0.019430202,
|
|
-0.052228313,
|
|
0.015157555,
|
|
-0.001314194,
|
|
0.027793957,
|
|
-0.11528974,
|
|
0.047293015,
|
|
-0.075984485,
|
|
-0.07435121,
|
|
-0.029174728,
|
|
-0.020066952,
|
|
-0.03471861,
|
|
-0.057671476,
|
|
-0.030140208,
|
|
0.047475602,
|
|
0.0122009255,
|
|
0.011492795,
|
|
-0.051974766,
|
|
0.059714273,
|
|
0.03282909,
|
|
0.0013831124,
|
|
0.0577218,
|
|
-0.04120374,
|
|
-0.021517176,
|
|
-0.0067665633,
|
|
0.14197157,
|
|
0.057943344,
|
|
0.010075872,
|
|
0.096026145,
|
|
0.014512136,
|
|
0.021362338,
|
|
-0.07552857,
|
|
0.07883896,
|
|
-0.042723794,
|
|
-0.06604244,
|
|
-0.03871113,
|
|
-0.008144072,
|
|
0.014999539,
|
|
-0.049409784,
|
|
-0.037078433,
|
|
-0.023772687,
|
|
0.03742616,
|
|
0.008203275,
|
|
-0.08696922,
|
|
-0.05963844,
|
|
-0.07733288,
|
|
-0.056535304,
|
|
0.029040048,
|
|
0.007370859,
|
|
-0.07786975,
|
|
0.0025485628,
|
|
-0.10403352,
|
|
-0.04738507,
|
|
-0.015877869,
|
|
-0.11589796,
|
|
0.09726567,
|
|
0.0049555353,
|
|
-0.010271941,
|
|
0.0066397907,
|
|
-0.060328998,
|
|
0.025491165,
|
|
-0.052938554,
|
|
-0.0038485127,
|
|
-0.050254337,
|
|
0.07681007,
|
|
0.046079025,
|
|
0.0074015437,
|
|
0.0047005047,
|
|
0.07386609,
|
|
-0.077935226,
|
|
0.001350664,
|
|
0.01371514,
|
|
0.056624677,
|
|
0.021921877,
|
|
0.0072018835,
|
|
0.0076770596,
|
|
0.1022247,
|
|
0.06007294,
|
|
0.036791492,
|
|
-0.03775615,
|
|
-1.1873974e-08,
|
|
-0.008835198,
|
|
0.017599683,
|
|
0.0622159,
|
|
0.03203167,
|
|
-0.011572803,
|
|
0.051924217,
|
|
-0.011727461,
|
|
-0.06392444,
|
|
-0.029854134,
|
|
0.03257704,
|
|
0.005516639,
|
|
-0.012049206,
|
|
-0.054406274,
|
|
-0.056717165,
|
|
-0.030638915,
|
|
0.14277336,
|
|
0.028553458,
|
|
-0.028731374,
|
|
0.019938445,
|
|
0.025647435,
|
|
0.07379124,
|
|
-0.006680472,
|
|
0.0061455644,
|
|
0.09610866,
|
|
-0.0880125,
|
|
-0.00892061,
|
|
0.038242683,
|
|
0.04831363,
|
|
0.018802335,
|
|
-0.10537713,
|
|
0.048258167,
|
|
-0.022250284,
|
|
0.020506755,
|
|
0.014618206,
|
|
0.03079222,
|
|
-0.029113656,
|
|
0.008291428,
|
|
-0.045047753,
|
|
0.002552782,
|
|
0.02174108,
|
|
-0.0081180185,
|
|
0.009036818,
|
|
-0.013369313,
|
|
-0.014042713,
|
|
0.06843612,
|
|
0.045168996,
|
|
-0.034600396,
|
|
-0.07275618,
|
|
-0.0041681295,
|
|
-0.05823282,
|
|
-0.03303698,
|
|
0.0040505864,
|
|
-0.020017866,
|
|
-0.020105122,
|
|
0.05537091,
|
|
0.102509096,
|
|
-0.10799596,
|
|
-0.013787153,
|
|
-0.009659191,
|
|
0.015613784,
|
|
-0.031229256,
|
|
0.13294649,
|
|
0.15243623,
|
|
-0.022428894
|
|
],
|
|
"index": 0,
|
|
"object": "embedding"
|
|
}
|
|
],
|
|
"model": "all-minilm:l6-v2",
|
|
"object": "list",
|
|
"usage": {
|
|
"prompt_tokens": 3,
|
|
"total_tokens": 3
|
|
}
|
|
}
|
|
},
|
|
"is_streaming": false
|
|
}
|
|
}
|