mirror of
https://github.com/meta-llama/llama-stack.git
synced 2025-10-14 14:27:58 +00:00
# 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": [
|
|
"Why are data structures important?"
|
|
],
|
|
"encoding_format": "float"
|
|
},
|
|
"endpoint": "/v1/embeddings",
|
|
"model": "all-minilm:l6-v2"
|
|
},
|
|
"response": {
|
|
"body": {
|
|
"__type__": "openai.types.create_embedding_response.CreateEmbeddingResponse",
|
|
"__data__": {
|
|
"data": [
|
|
{
|
|
"embedding": [
|
|
-0.003989132,
|
|
0.051404107,
|
|
-0.00056249514,
|
|
-0.038048144,
|
|
0.00023617804,
|
|
-0.07165115,
|
|
-0.032934345,
|
|
0.029131265,
|
|
0.089478746,
|
|
0.027012052,
|
|
0.022988115,
|
|
0.029467529,
|
|
0.013449345,
|
|
0.02187333,
|
|
0.024701167,
|
|
0.02318687,
|
|
-0.067904875,
|
|
0.042214446,
|
|
-0.06686454,
|
|
-0.044817198,
|
|
-0.019499827,
|
|
-0.017647728,
|
|
-0.047033403,
|
|
0.01010371,
|
|
-0.035198584,
|
|
0.1279292,
|
|
-0.03992792,
|
|
-0.03702997,
|
|
0.021821143,
|
|
-0.06663628,
|
|
0.020529605,
|
|
0.03141518,
|
|
0.121698014,
|
|
0.037880983,
|
|
-0.07562467,
|
|
0.035962664,
|
|
0.11100028,
|
|
-0.025674157,
|
|
-0.0779127,
|
|
0.016963888,
|
|
-0.0807954,
|
|
0.042507604,
|
|
0.00820509,
|
|
0.07316419,
|
|
0.01111272,
|
|
0.01623341,
|
|
0.019468198,
|
|
-0.05727617,
|
|
-0.026948903,
|
|
0.02756721,
|
|
-0.10366233,
|
|
0.061819006,
|
|
-0.02805692,
|
|
0.04555006,
|
|
0.038514387,
|
|
0.102219224,
|
|
0.010187554,
|
|
0.0038878673,
|
|
-0.07438772,
|
|
-0.009772767,
|
|
-0.014589378,
|
|
0.005427063,
|
|
-0.04896932,
|
|
0.024673788,
|
|
0.08042059,
|
|
-0.0013942291,
|
|
0.0008588407,
|
|
0.0016949617,
|
|
0.016265066,
|
|
0.0036070896,
|
|
0.05801152,
|
|
-0.010051563,
|
|
-0.008403578,
|
|
0.06814287,
|
|
0.03398574,
|
|
-0.011672763,
|
|
-0.049353864,
|
|
-0.034604926,
|
|
0.022498535,
|
|
0.016111419,
|
|
0.02527047,
|
|
0.03502525,
|
|
-0.018208683,
|
|
0.068031214,
|
|
0.059953574,
|
|
-0.025391363,
|
|
0.04580482,
|
|
-0.04296594,
|
|
-0.10485879,
|
|
-0.028135728,
|
|
0.079018995,
|
|
-0.01712349,
|
|
0.012407565,
|
|
0.04061926,
|
|
-0.020135157,
|
|
0.026930887,
|
|
0.041811634,
|
|
-0.04416108,
|
|
0.080970354,
|
|
0.021775935,
|
|
0.081765614,
|
|
0.033288363,
|
|
0.021744251,
|
|
0.0920779,
|
|
-0.052091073,
|
|
-0.13620377,
|
|
0.01355201,
|
|
-0.019836528,
|
|
-0.03622741,
|
|
-0.050273415,
|
|
-0.03297705,
|
|
0.046637394,
|
|
-0.062427662,
|
|
-0.05683662,
|
|
-0.027652364,
|
|
-0.15121156,
|
|
-0.09399186,
|
|
-0.011023118,
|
|
-0.024265675,
|
|
-0.046763826,
|
|
-0.002908067,
|
|
-0.066486366,
|
|
-0.025612496,
|
|
0.018278103,
|
|
0.0020231954,
|
|
-0.062278572,
|
|
-0.11748546,
|
|
-4.4292726e-33,
|
|
-0.009130088,
|
|
-0.037159156,
|
|
-0.026047857,
|
|
0.052019667,
|
|
0.00085722556,
|
|
0.006592443,
|
|
-0.0045248135,
|
|
-0.04015857,
|
|
0.004117024,
|
|
0.0428665,
|
|
-0.049716696,
|
|
0.045335494,
|
|
0.042848498,
|
|
0.044919603,
|
|
0.11100728,
|
|
0.021570923,
|
|
-0.031257298,
|
|
0.07225882,
|
|
-0.01912497,
|
|
-0.034713253,
|
|
0.06771385,
|
|
-0.016151445,
|
|
0.05971066,
|
|
-0.022954458,
|
|
0.028852448,
|
|
0.015406495,
|
|
-0.00031955744,
|
|
-0.012751747,
|
|
-0.03327897,
|
|
-0.00012636236,
|
|
-0.02479355,
|
|
-0.042213496,
|
|
-0.002454921,
|
|
0.041260865,
|
|
0.0919246,
|
|
0.06857511,
|
|
-0.0152807245,
|
|
-0.12649235,
|
|
0.016997697,
|
|
-0.08620996,
|
|
0.055064507,
|
|
0.030273788,
|
|
0.00431866,
|
|
0.031995468,
|
|
-0.03225614,
|
|
0.004922506,
|
|
0.009020533,
|
|
-0.023137338,
|
|
-0.040697925,
|
|
-0.09105851,
|
|
0.03639921,
|
|
0.024429396,
|
|
0.013554936,
|
|
0.032427397,
|
|
0.04099883,
|
|
0.037522644,
|
|
-0.041546755,
|
|
-0.079021014,
|
|
-0.053779483,
|
|
0.06449904,
|
|
-0.08023162,
|
|
0.021288263,
|
|
0.062299646,
|
|
0.0457609,
|
|
0.03245626,
|
|
0.08930955,
|
|
-0.040566627,
|
|
-0.031877786,
|
|
0.09784694,
|
|
0.018440586,
|
|
0.0055373674,
|
|
0.033386778,
|
|
-0.069314316,
|
|
0.0050042598,
|
|
-0.011121069,
|
|
0.04041817,
|
|
-0.018704956,
|
|
-0.06160915,
|
|
-0.019937823,
|
|
0.05572433,
|
|
-0.033941865,
|
|
-0.03284764,
|
|
0.039774805,
|
|
0.032533348,
|
|
-0.014803814,
|
|
-0.04081455,
|
|
0.090428285,
|
|
-0.07119735,
|
|
-0.045317948,
|
|
0.0044284705,
|
|
-0.011297022,
|
|
0.010466631,
|
|
-0.0050936122,
|
|
-0.032272205,
|
|
-0.014571677,
|
|
1.9730937e-33,
|
|
-0.014730757,
|
|
-0.011375904,
|
|
-0.018987043,
|
|
-0.030017996,
|
|
-0.03238378,
|
|
0.00021963792,
|
|
-0.012572021,
|
|
-0.121466525,
|
|
0.0020859565,
|
|
0.031917855,
|
|
-0.0047694035,
|
|
0.009451863,
|
|
0.07091064,
|
|
-0.10059175,
|
|
0.025064182,
|
|
0.06191513,
|
|
-0.0040704445,
|
|
-0.09924964,
|
|
-0.011796679,
|
|
-0.047690243,
|
|
-0.030504584,
|
|
0.06266709,
|
|
-0.07385124,
|
|
-0.0061550937,
|
|
-0.01423386,
|
|
0.0073556406,
|
|
-0.12380783,
|
|
-0.12357105,
|
|
0.049844977,
|
|
0.013651552,
|
|
-0.042339053,
|
|
-0.05773099,
|
|
0.008854461,
|
|
-0.039381962,
|
|
-0.010391537,
|
|
0.01995317,
|
|
0.06865881,
|
|
-0.0034758614,
|
|
0.034933414,
|
|
0.016901772,
|
|
-0.041236185,
|
|
0.1275965,
|
|
-0.010944973,
|
|
-0.038379222,
|
|
0.03352998,
|
|
0.024260346,
|
|
-0.009189018,
|
|
0.08945688,
|
|
-0.037322775,
|
|
-0.033685952,
|
|
0.083590224,
|
|
0.024379434,
|
|
0.013052954,
|
|
-0.082478285,
|
|
0.081726134,
|
|
0.025851976,
|
|
-0.040732652,
|
|
0.011625263,
|
|
0.045134045,
|
|
0.05800952,
|
|
-0.043148052,
|
|
-0.02189082,
|
|
0.0076365937,
|
|
0.07503425,
|
|
-0.0371004,
|
|
-0.04029487,
|
|
-0.044494897,
|
|
-0.10995023,
|
|
-0.024031844,
|
|
-0.08961193,
|
|
0.020242436,
|
|
0.030619737,
|
|
-0.021178389,
|
|
0.04682225,
|
|
-0.08384518,
|
|
-0.04420498,
|
|
-0.041840017,
|
|
0.031129008,
|
|
0.010757745,
|
|
0.06393576,
|
|
-0.0031622013,
|
|
-0.012325239,
|
|
0.03960315,
|
|
0.038744513,
|
|
0.04009258,
|
|
0.012087899,
|
|
0.060512736,
|
|
-0.04624927,
|
|
0.00929668,
|
|
-0.051231515,
|
|
-0.0496359,
|
|
-0.015559894,
|
|
-0.08582702,
|
|
0.07392022,
|
|
-0.02927744,
|
|
-1.4551534e-08,
|
|
-0.060233776,
|
|
-0.056502644,
|
|
-0.0039323824,
|
|
-0.030575769,
|
|
0.033688147,
|
|
-0.051516674,
|
|
0.011328192,
|
|
0.14126065,
|
|
0.02396768,
|
|
0.019315943,
|
|
0.06601706,
|
|
0.030757405,
|
|
-0.106958,
|
|
0.0033853063,
|
|
0.073158585,
|
|
0.024177559,
|
|
0.08089344,
|
|
-0.078784004,
|
|
-0.032134753,
|
|
0.07526011,
|
|
0.054319587,
|
|
0.009856976,
|
|
-0.12708029,
|
|
0.06313889,
|
|
0.09004333,
|
|
-0.0015960654,
|
|
0.058387086,
|
|
0.059561662,
|
|
-0.0047651688,
|
|
0.0229759,
|
|
0.03569084,
|
|
-0.034010228,
|
|
0.07279012,
|
|
0.07974487,
|
|
0.091203436,
|
|
0.022210982,
|
|
0.04596847,
|
|
0.044025153,
|
|
-0.083589375,
|
|
-0.10002216,
|
|
0.020842535,
|
|
0.023079954,
|
|
-0.04795557,
|
|
0.08441458,
|
|
0.0771154,
|
|
0.009332128,
|
|
-0.08095578,
|
|
0.092889085,
|
|
-0.020154007,
|
|
-0.0008010522,
|
|
-0.03861009,
|
|
0.016097447,
|
|
0.0070208795,
|
|
-0.017685603,
|
|
-0.002207989,
|
|
-0.02192508,
|
|
0.033382397,
|
|
-0.03214206,
|
|
-0.012332422,
|
|
-0.002134471,
|
|
0.021111421,
|
|
0.016544258,
|
|
0.017546006,
|
|
-0.07716502
|
|
],
|
|
"index": 0,
|
|
"object": "embedding"
|
|
}
|
|
],
|
|
"model": "all-minilm:l6-v2",
|
|
"object": "list",
|
|
"usage": {
|
|
"prompt_tokens": 6,
|
|
"total_tokens": 6
|
|
}
|
|
}
|
|
},
|
|
"is_streaming": false
|
|
}
|
|
}
|