mirror of
https://github.com/meta-llama/llama-stack.git
synced 2025-10-15 06:37:58 +00:00
bba9957edd
Some checks failed
SqlStore Integration Tests / test-postgres (3.12) (push) Failing after 0s
Integration Auth Tests / test-matrix (oauth2_token) (push) Failing after 1s
Test External Providers Installed via Module / test-external-providers-from-module (venv) (push) Has been skipped
Integration Tests (Replay) / Integration Tests (, , , client=, ) (push) Failing after 2s
Python Package Build Test / build (3.13) (push) Failing after 0s
Python Package Build Test / build (3.12) (push) Failing after 2s
SqlStore Integration Tests / test-postgres (3.13) (push) Failing after 5s
Vector IO Integration Tests / test-matrix (push) Failing after 4s
API Conformance Tests / check-schema-compatibility (push) Successful in 9s
Unit Tests / unit-tests (3.12) (push) Failing after 3s
Test External API and Providers / test-external (venv) (push) Failing after 5s
Unit Tests / unit-tests (3.13) (push) Failing after 3s
UI Tests / ui-tests (22) (push) Successful in 40s
Pre-commit / pre-commit (push) Successful in 1m28s
# What does this PR do? Add Open AI Compatible vector store file batches api. This functionality is needed to attach many files to a vector store as a batch. https://github.com/llamastack/llama-stack/issues/3533 API Stubs have been merged https://github.com/llamastack/llama-stack/pull/3615 Adds persistence for file batches as discussed in diff https://github.com/llamastack/llama-stack/pull/3544 (Used claude code for generation and reviewed by me) ## Test Plan 1. Unit tests pass 2. Also verified the cc-vec integration with LLamaStackClient works with the file batches api. https://github.com/raghotham/cc-vec 2. Integration tests pass
423 lines
11 KiB
JSON
423 lines
11 KiB
JSON
{
|
|
"test_id": null,
|
|
"request": {
|
|
"method": "POST",
|
|
"url": "http://0.0.0.0:11434/v1/v1/embeddings",
|
|
"headers": {},
|
|
"body": {
|
|
"model": "all-minilm:l6-v2",
|
|
"input": [
|
|
"This is batch test file 0"
|
|
],
|
|
"encoding_format": "float"
|
|
},
|
|
"endpoint": "/v1/embeddings",
|
|
"model": "all-minilm:l6-v2"
|
|
},
|
|
"response": {
|
|
"body": {
|
|
"__type__": "openai.types.create_embedding_response.CreateEmbeddingResponse",
|
|
"__data__": {
|
|
"data": [
|
|
{
|
|
"embedding": [
|
|
0.020637129,
|
|
0.048547756,
|
|
-0.12516363,
|
|
0.01991118,
|
|
-0.006535745,
|
|
-0.017178575,
|
|
0.027727997,
|
|
0.032170568,
|
|
-0.07302972,
|
|
0.008939002,
|
|
0.11493648,
|
|
0.0058907545,
|
|
0.0058539375,
|
|
-0.077171296,
|
|
-0.06883132,
|
|
0.0039748913,
|
|
-0.046849657,
|
|
-0.072902456,
|
|
-0.010890429,
|
|
-0.0019311906,
|
|
-0.011614798,
|
|
0.003689495,
|
|
-0.03695609,
|
|
-0.009029024,
|
|
0.017461002,
|
|
-0.004713484,
|
|
-0.010254731,
|
|
-0.026636763,
|
|
-0.026125714,
|
|
-0.046913657,
|
|
0.017024228,
|
|
0.0713477,
|
|
0.07881179,
|
|
0.03789051,
|
|
0.21716279,
|
|
-0.0077837943,
|
|
0.04686894,
|
|
0.020414647,
|
|
7.314368e-05,
|
|
0.0103133675,
|
|
0.059848394,
|
|
-0.04321678,
|
|
-0.011937493,
|
|
-0.021149047,
|
|
0.021315353,
|
|
-0.00072822213,
|
|
-0.046116166,
|
|
-0.0046820445,
|
|
0.016943695,
|
|
-0.03249135,
|
|
-0.055184096,
|
|
4.1543382e-05,
|
|
-0.034172166,
|
|
-0.023247559,
|
|
0.020267941,
|
|
0.012827845,
|
|
0.065036125,
|
|
0.07180022,
|
|
-0.013490698,
|
|
0.06376413,
|
|
-0.017730094,
|
|
-0.01806601,
|
|
-0.034191083,
|
|
0.008955718,
|
|
0.098446764,
|
|
-0.0061265854,
|
|
-0.06815829,
|
|
-0.039525956,
|
|
0.060588058,
|
|
-0.094874755,
|
|
-0.11774928,
|
|
0.019538416,
|
|
-0.014697532,
|
|
0.04773719,
|
|
-0.061298393,
|
|
0.030337377,
|
|
-0.0022184649,
|
|
0.019007793,
|
|
0.024370821,
|
|
-0.07063359,
|
|
-0.07582954,
|
|
-0.10816809,
|
|
0.031845964,
|
|
-0.057830192,
|
|
-0.04169559,
|
|
0.0752806,
|
|
0.019289386,
|
|
0.028845867,
|
|
0.0077010663,
|
|
0.013930818,
|
|
-0.067987345,
|
|
0.012679873,
|
|
-0.07907268,
|
|
0.0143718915,
|
|
-0.021433424,
|
|
0.11880779,
|
|
-0.016258432,
|
|
0.07099568,
|
|
0.035778854,
|
|
0.028776454,
|
|
0.013304291,
|
|
-0.05192297,
|
|
0.026758345,
|
|
0.10282426,
|
|
-0.003306269,
|
|
-0.03239622,
|
|
0.083044045,
|
|
-0.0412691,
|
|
0.043435257,
|
|
-0.043423533,
|
|
-0.013239603,
|
|
-0.0029038454,
|
|
0.038365215,
|
|
-0.10401672,
|
|
0.012744224,
|
|
-0.122984126,
|
|
-0.008942817,
|
|
0.06162198,
|
|
-0.120285526,
|
|
0.043005254,
|
|
0.04814879,
|
|
-0.036352232,
|
|
-0.003885529,
|
|
-0.018503373,
|
|
-0.088186465,
|
|
-0.0031517749,
|
|
0.09290919,
|
|
-1.1695094e-33,
|
|
-0.015589721,
|
|
-0.13189551,
|
|
0.008088751,
|
|
0.06899503,
|
|
0.07353927,
|
|
-0.030646399,
|
|
0.05110342,
|
|
0.03081624,
|
|
-0.07850498,
|
|
-0.021147482,
|
|
0.00017823944,
|
|
-0.10502706,
|
|
0.030078856,
|
|
0.02572523,
|
|
-0.068158925,
|
|
-0.025015576,
|
|
0.021830637,
|
|
0.049748335,
|
|
0.01520941,
|
|
-0.080153145,
|
|
0.06796621,
|
|
0.021865685,
|
|
-0.034017574,
|
|
-0.030821111,
|
|
-0.048006665,
|
|
0.0005615041,
|
|
-0.0137883695,
|
|
-0.04500587,
|
|
0.015368256,
|
|
-0.0043663937,
|
|
0.037706476,
|
|
0.0049090013,
|
|
-0.06216566,
|
|
0.03060772,
|
|
0.030548712,
|
|
0.029262561,
|
|
0.020701125,
|
|
0.0056516766,
|
|
0.010610447,
|
|
0.019530762,
|
|
-0.05664136,
|
|
-0.022654066,
|
|
-0.0010107337,
|
|
-0.020805702,
|
|
-0.012242364,
|
|
-0.05591731,
|
|
-0.049421698,
|
|
0.024721064,
|
|
0.05803342,
|
|
0.010474127,
|
|
-0.008790625,
|
|
0.025362873,
|
|
0.020258408,
|
|
0.004368581,
|
|
-0.01018003,
|
|
0.012385932,
|
|
-0.037656736,
|
|
-0.05642639,
|
|
0.020923307,
|
|
0.022813153,
|
|
-0.005735433,
|
|
0.015326356,
|
|
-0.108707875,
|
|
0.048076265,
|
|
0.023256551,
|
|
-0.10311626,
|
|
0.061980195,
|
|
-0.07340407,
|
|
0.051583096,
|
|
0.07360003,
|
|
-0.029443117,
|
|
-0.014564469,
|
|
0.042043358,
|
|
-0.020252181,
|
|
0.0147808045,
|
|
-0.0285806,
|
|
0.07891856,
|
|
0.056849223,
|
|
-0.106308356,
|
|
0.0197874,
|
|
0.0269322,
|
|
-0.04749746,
|
|
-0.066681586,
|
|
-0.10474516,
|
|
0.012599429,
|
|
-0.056163482,
|
|
-0.04901015,
|
|
-0.04571026,
|
|
0.09704481,
|
|
-0.105899766,
|
|
0.044303197,
|
|
-0.020125533,
|
|
-0.0368709,
|
|
-0.015417924,
|
|
0.042297333,
|
|
-8.289866e-35,
|
|
0.07415767,
|
|
0.10998298,
|
|
-0.016995763,
|
|
0.01066263,
|
|
-0.0012327223,
|
|
0.028000232,
|
|
0.0714317,
|
|
-0.02320065,
|
|
-0.07778205,
|
|
0.11864239,
|
|
-0.016559754,
|
|
0.037961867,
|
|
0.02930022,
|
|
-0.008237686,
|
|
0.059777655,
|
|
0.008086454,
|
|
0.02075205,
|
|
0.025284613,
|
|
-0.055471037,
|
|
0.0073576584,
|
|
-0.013398135,
|
|
0.11896543,
|
|
-0.014611002,
|
|
0.07691816,
|
|
-0.019711656,
|
|
-0.01920917,
|
|
-0.004744884,
|
|
0.08173054,
|
|
0.019665759,
|
|
-0.013193461,
|
|
0.06215852,
|
|
0.07420406,
|
|
-0.073212065,
|
|
0.036052067,
|
|
0.07328616,
|
|
-0.057373393,
|
|
0.08346425,
|
|
0.018834447,
|
|
0.03309735,
|
|
0.041197047,
|
|
0.033917964,
|
|
0.09151449,
|
|
-0.051731598,
|
|
0.049615093,
|
|
0.01124018,
|
|
0.06661862,
|
|
0.07268375,
|
|
-0.013245848,
|
|
-0.039673895,
|
|
-0.012173254,
|
|
0.0017787582,
|
|
-0.05746287,
|
|
-0.013884767,
|
|
0.020205025,
|
|
-0.029692367,
|
|
-0.031010685,
|
|
0.0149556715,
|
|
0.026381323,
|
|
-0.025382591,
|
|
0.0074336748,
|
|
-0.00949915,
|
|
0.015655186,
|
|
-0.0012397208,
|
|
-0.0032508406,
|
|
-0.046632554,
|
|
-0.0030316226,
|
|
-0.007273208,
|
|
0.064231135,
|
|
-0.034431897,
|
|
-0.06433184,
|
|
0.045421343,
|
|
-0.010773523,
|
|
-0.017881984,
|
|
0.010312532,
|
|
-0.024369273,
|
|
-0.008478495,
|
|
-0.02457377,
|
|
-0.0263535,
|
|
-0.027263613,
|
|
0.047060315,
|
|
0.08128726,
|
|
0.0045517692,
|
|
-0.010821656,
|
|
0.026526682,
|
|
0.018961033,
|
|
0.059243083,
|
|
0.001561823,
|
|
0.09838158,
|
|
0.00822081,
|
|
0.008796511,
|
|
-0.0060577285,
|
|
0.028892087,
|
|
0.08253284,
|
|
0.049560018,
|
|
0.023363132,
|
|
-1.498271e-08,
|
|
-0.036891207,
|
|
-0.10629833,
|
|
0.030452948,
|
|
0.049268734,
|
|
-0.0030453752,
|
|
0.07413954,
|
|
-0.07043819,
|
|
-0.034285706,
|
|
-0.009679971,
|
|
-0.046219327,
|
|
0.013510038,
|
|
-0.018686565,
|
|
-0.048570327,
|
|
0.0028313443,
|
|
-0.06190722,
|
|
-0.053201936,
|
|
0.0060967463,
|
|
-0.043467365,
|
|
0.042226154,
|
|
0.03455835,
|
|
-0.0375257,
|
|
0.023590367,
|
|
0.054896712,
|
|
0.029878648,
|
|
0.019286606,
|
|
0.026097741,
|
|
0.06938145,
|
|
0.06272366,
|
|
-0.09566521,
|
|
-0.07481147,
|
|
0.025204772,
|
|
0.039396077,
|
|
0.036375154,
|
|
-0.01104443,
|
|
-0.028223084,
|
|
0.111878626,
|
|
0.13400707,
|
|
0.06680113,
|
|
-0.011737675,
|
|
-0.03585406,
|
|
-0.07978788,
|
|
0.032793757,
|
|
-0.0021075818,
|
|
-0.028365146,
|
|
-0.042218164,
|
|
-0.08132239,
|
|
-0.0753423,
|
|
-0.043771427,
|
|
-0.015633285,
|
|
-0.14193884,
|
|
-0.055949364,
|
|
0.025526602,
|
|
-0.023186589,
|
|
0.061106257,
|
|
-0.056208834,
|
|
0.00838827,
|
|
0.014720396,
|
|
-0.014650135,
|
|
-0.012830787,
|
|
0.08434067,
|
|
0.024660436,
|
|
0.05366935,
|
|
0.005782819,
|
|
-0.10599063
|
|
],
|
|
"index": 0,
|
|
"object": "embedding"
|
|
}
|
|
],
|
|
"model": "all-minilm:l6-v2",
|
|
"object": "list",
|
|
"usage": {
|
|
"prompt_tokens": 6,
|
|
"total_tokens": 6
|
|
}
|
|
}
|
|
},
|
|
"is_streaming": false
|
|
}
|
|
}
|