Dontopedia

vectors

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-11.)

vectors is Input data for index creation and training.

448 facts·148 predicates·131 sources·49 in dispute

Mostly:rdf:type(103), generated by(20), used in(19)

Maturity scale raw canonical shape-checked rule-derived certified

Rdf:typein disputerdf:type

Generated byin disputegeneratedBy

Used inin disputeusedIn

Has Shapein disputehasShape

  • [50000,128][2]all time · 1c15ce9d 230c 41b8 8891 A614a9f2a469
  • num_vectors, 128[3]all time · 4eed705e 28f3 4510 875f 12a2587676fc
  • 1000-by-128[9]all time · Ca4e289b 7c67 4d84 A25e 6049f8b30fd0
  • 1000[12]all time · 3b1e0a95 Da47 45cb 81f4 B8a0f4b99a3c
  • 1000 by Dimension[14]all time · Fc7cf36b Fb78 4d1e 89ff 75395398d5c6
  • 1000 Elements[14]all time · Fc7cf36b Fb78 4d1e 89ff 75395398d5c6
  • Vector Shape[20]all time · 24609436 74f2 4564 988e 86e3e75d7114
  • 200000[22]all time · 0acf2b58 C3f3 461c Bfe2 21a5cea3bfc9
  • [1000000, 128][29]all time · E70e984f Eeaf 44fe 899d D8d35782f18e
  • (100000, 128)[57]all time · Ab3629d0 D64c 4269 9fba A1fda057b157

Containsin disputecontains

Other facts (244)

The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.

244 facts
PredicateValueRef
Has Data Typefloat32[2]
Has Data Typefloat32[9]
Has Data Typefloat32[12]
Has Data Typefloat32[57]
Has Data Typefloat32[78]
Has Data TypeFloat32[103]
Has Data Typenp.float32[108]
Has Data Typefloat32[117]
Shape1000-by-128[8]
Shape1000x128[13]
Shape100000x128[83]
Shape10000x128[104]
Shape10000x128[105]
Shape5000x128[111]
Shape5000 X 128[113]
Shape[2500, 128][128]
Has Dimension128[12]
Has Dimension128[22]
Has Dimension128[23]
Has DimensionD[107]
Has Dimension128[117]
Has Dimension128[119]
Has Dimension2500[126]
Has Dimension128[126]
Dimension128[15]
Dimension128[19]
Dimension128[20]
Dimension128[56]
Dimension3[70]
Dimension128[85]
Dimension128[91]
Dimension128[101]
Data Structurenumpy array[7]
Data StructureArray[15]
Data StructureArray[19]
Data StructureNumpy Array[62]
Data Structurenumpy-array[87]
Dimensionality128[7]
Dimensionality128[29]
Dimensionality128[82]
Dimensionality128[87]
Dimensionality128[95]
Dtypenp.float32[8]
Dtypenp.float32[62]
Dtypefloat32[101]
Dtypefloat32[104]
Dtypefloat32[105]
PurposeDemonstration[14]
Purposedemonstration[60]
Purposetraining-and-search-data[97]
PurposeAdd vectors to the index[105]
Element Typefloat32[15]
Element TypeFloat32[19]
Element TypeNp.ndarray[61]
Element Typefloat32[87]
Added toAnnoy Index[1]
Added toIndex[86]
Added toFaiss Index[109]
Created byNumpy Random[5]
Created byNp.random.rand[92]
Created byNumpy Random Rand[101]
Cast toFloat32[9]
Cast toNp Float32[60]
Cast toFloat32[101]
Data Typefloat32[17]
Data Typefloat32[85]
Data Typefloat32[92]
Data Typefloat32[20]
Data Typefloat32[101]
Data TypeFloat32[115]
Contains VectorVector 1 2 3[25]
Contains VectorVector 4 5 6[25]
Contains VectorVector 7 8 9[25]
Initial Valueempty list[36]
Initial Value[][48]
Initial ValueEmpty List[49]
Is Output ofVectorize Documents[38]
Is Output ofList Comprehension[42]
Is Output ofVectorize Pipeline[50]
Is aArray[41]
Is aList[43]
Is aArray[47]
Assigned FromVectorize Pipeline[50]
Assigned FromVectorize Pipeline[51]
Assigned FromVectorize Documents Function[79]
Multi PurposeTraining Data[56]
Multi PurposeAddition Data[56]
Multi PurposeSearch Query[56]
Initialized Withrandom values[57]
Initialized WithNumpy Array[106]
Initialized WithNp Random Rand[128]
Ex:used inTrain Index[58]
Ex:used inAdd Vectors[58]
Ex:used inPerform Search[58]
Is Added toFaiss Index[95]
Is Added toIndex Ivfpq Index[97]
Is Added toFaiss Index[104]
Is Parameterfor index.train[100]
Is Parameterfor index.add[100]
Is Parameterfor index.search[100]

Timeline

Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.

generatedBybeam
numpy-random
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num_vectors, 128
castToDataTypebeam/4eed705e-28f3-4510-875f-12a2587676fc
float32
hasIdFormatbeam/4eed705e-28f3-4510-875f-12a2587676fc
str(i)
hasVectorDatabeam/4eed705e-28f3-4510-875f-12a2587676fc
np.random.rand(128).tolist()
constructedBybeam/a8f67d55-3f5b-482e-baf0-c19fe090aa05
range(num_vectors)
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vectors
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128
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10000
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128
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true
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isRandomlyGeneratedbeam/6961b6ed-4b6c-4738-9673-b0a1fa92819b
true
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vectors
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isNormalizedBybeam/3b1e0a95-da47-45cb-81f4-b8a0f4b99a3c
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isRandomlyGeneratedbeam/3b1e0a95-da47-45cb-81f4-b8a0f4b99a3c
true
isConvertedTobeam/3b1e0a95-da47-45cb-81f4-b8a0f4b99a3c
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isContainedInbeam/3b1e0a95-da47-45cb-81f4-b8a0f4b99a3c
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hasShapeTuplebeam/3b1e0a95-da47-45cb-81f4-b8a0f4b99a3c
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200000
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vectors
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hasTypebeam/ab3629d0-d64c-4269-9fba-a1fda057b157
2D numpy array
hasShapebeam/ab3629d0-d64c-4269-9fba-a1fda057b157
(100000, 128)
hasDataTypebeam/ab3629d0-d64c-4269-9fba-a1fda057b157
float32
initializedWithbeam/ab3629d0-d64c-4269-9fba-a1fda057b157
random values
generatedBybeam/ab3629d0-d64c-4269-9fba-a1fda057b157
np.random.rand
typebeam/9f354551-a9f5-474b-a587-082e952c4a41
ex:VectorDataset
usedInbeam/9f354551-a9f5-474b-a587-082e952c4a41
ex:train-index
usedInbeam/9f354551-a9f5-474b-a587-082e952c4a41
ex:add-vectors
usedInbeam/9f354551-a9f5-474b-a587-082e952c4a41
ex:perform-search
typebeam/56b422f7-45b6-49d7-9022-6df268bf77c3
ex:List
labelbeam/56b422f7-45b6-49d7-9022-6df268bf77c3
vectors
typebeam/9332fcc7-474b-41b9-a0f0-ff0d7fdb2bfa
ex:NumpyArray
generatedBybeam/9332fcc7-474b-41b9-a0f0-ff0d7fdb2bfa
ex:numpy-random-rand
castTobeam/9332fcc7-474b-41b9-a0f0-ff0d7fdb2bfa
ex:np-float32
purposebeam/9332fcc7-474b-41b9-a0f0-ff0d7fdb2bfa
demonstration
typebeam/018071ba-eeb7-46eb-9af2-e3728d58c1d6
ex:Variable
initializedAsbeam/018071ba-eeb7-46eb-9af2-e3728d58c1d6
ex:list_of_random_vectors

References (131)

131 references
  1. [1]Beam3 facts
    ctx:claims/beam
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  3. ctx:claims/beam/4eed705e-28f3-4510-875f-12a2587676fc
  4. ctx:claims/beam/a8f67d55-3f5b-482e-baf0-c19fe090aa05
  5. ctx:claims/beam/6deee081-c9a8-4ef0-b743-a35ef9816a7d
  6. ctx:claims/beam/eb0f5387-b78a-4881-9da0-60145598e762
  7. ctx:claims/beam/49bb8319-f0dd-4dfe-93e8-bcf8d163e4c4
  8. ctx:claims/beam/abb758df-23da-408b-81ce-541878733128
  9. ctx:claims/beam/ca4e289b-7c67-4d84-a25e-6049f8b30fd0
  10. ctx:claims/beam/3f377ff8-5ab0-4f45-8051-3f8faa4ee182
  11. ctx:claims/beam/6961b6ed-4b6c-4738-9673-b0a1fa92819b
  12. ctx:claims/beam/3b1e0a95-da47-45cb-81f4-b8a0f4b99a3c
  13. ctx:claims/beam/cd357396-3d15-4187-a06d-464838aefe07
  14. ctx:claims/beam/fc7cf36b-fb78-4d1e-89ff-75395398d5c6
  15. ctx:claims/beam/9080e26c-2d73-4ed8-801c-d290a10ff5c0
  16. ctx:claims/beam/aaea2d5a-2786-4bf1-840d-700a9d6307af
  17. ctx:claims/beam/16e9db16-998a-4eca-a07b-3f3899f1a427
  18. ctx:claims/beam/6ec3a2c8-a4c5-4d8f-b39a-c00b8aac8e2c
  19. ctx:claims/beam/01d47e70-2678-4424-bb6e-17ebfb57cf51
  20. ctx:claims/beam/24609436-74f2-4564-988e-86e3e75d7114
  21. ctx:claims/beam/b222b434-28c0-401c-a90b-2eaae728b594
  22. ctx:claims/beam/0acf2b58-c3f3-461c-bfe2-21a5cea3bfc9
  23. ctx:claims/beam/9c3d6c77-2b58-4a3b-9618-59e705c00dfd
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  28. ctx:claims/beam/6dbe8f35-74b9-40c2-9797-0debc6fb19f9
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  45. ctx:claims/beam/8553b295-cede-4178-bea9-cab1e33c4e5c
  46. ctx:claims/beam/571a2d0a-68b3-41f5-b75b-6f292d8afe9b
  47. ctx:claims/beam/c4fcea0b-8cce-430f-9e1a-62a972bd998c
  48. ctx:claims/beam/a9842358-41de-4273-822b-701844d8794e
  49. ctx:claims/beam/37a12805-3cc4-4be6-ac7b-3001d1e16078
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  51. ctx:claims/beam/5c4582ee-3a18-4413-b455-ae06e9177a81
  52. ctx:claims/beam/02df5a23-a0cb-4bd5-a427-4196ea4eb80c
  53. ctx:claims/beam/e9d5d5c6-ca57-465d-aceb-d1b6d012cb4f
  54. ctx:claims/beam/87bdc02b-139b-4600-adce-9e8c3aad41b9
  55. ctx:claims/beam/8c2a3b82-efd0-4f8b-ac35-4f5154e36e3a
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  63. ctx:claims/beam/4535d44f-1056-49f7-96af-c2dc8742c822
  64. ctx:claims/beam/84374ede-abf6-45be-8655-597249e8102e
  65. ctx:claims/beam/c9fb5d03-21a9-4fec-954f-8c2ceb15ff5d
  66. ctx:claims/beam/e84015fa-c493-4afc-989d-244a981b70fe
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  68. ctx:claims/beam/64b78ef0-51e8-44c3-8e8b-4efc1e6f6610
  69. ctx:claims/beam/6665cccb-1b90-4f25-94a0-43fe19e150f6
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  73. ctx:claims/beam/86785515-9f1f-4fdd-887b-9264324ad027
  74. ctx:claims/beam/03c0955b-904b-4323-8c94-44e2f6dc6bc5
  75. ctx:claims/beam/e86f763f-d636-49fc-ae60-790b1d02125e
  76. ctx:claims/beam/5e937662-abc6-4623-b5b6-7b168728e324
  77. ctx:claims/beam/9d96f8cb-54e9-48bd-a699-50a1796601b9
  78. ctx:claims/beam/d3060ac4-5d8b-4c26-9520-70ab56f38813
  79. ctx:claims/beam/eb6de05c-caac-4d49-924f-3462052d1139
  80. ctx:claims/beam/406dd8a8-9b3a-4822-bc8b-168d05c875b4
  81. ctx:claims/beam/9bef49d0-7623-4f5c-8e00-f769e885a383
  82. ctx:claims/beam/49101dfd-4fc4-460c-9cd9-8e0457730c83
  83. ctx:claims/beam/fc9fb759-b847-44b6-9f48-8861ff00bc49
  84. ctx:claims/beam/f5f66e1a-01a9-4eb3-81b7-fc768e5be38a
  85. ctx:claims/beam/12837bf3-f708-4353-a996-9a353976e7d7
  86. ctx:claims/beam/27831356-38d9-4289-97d2-9a64e0fff953
  87. ctx:claims/beam/954ed438-d3a7-48b9-aa5b-485032720bf2
  88. ctx:claims/beam/c009543e-d977-49f4-b8bc-7da1f5b80464
  89. ctx:claims/beam/f71bbefb-0e91-4dbb-b658-7d7201b83918
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  92. ctx:claims/beam/f9d7604e-d22e-4ead-884d-c0c9204f8d52
  93. ctx:claims/beam/f026078e-8f4c-49fe-81e1-c274e43d2156
  94. ctx:claims/beam/6496cb96-ccfe-4ec6-a519-16a7270f4904
  95. ctx:claims/beam/0a1b05c8-1cd8-4ec2-9816-a3d7635066b1
  96. ctx:claims/beam/6a1b250b-4390-4a0e-80ef-1ef7ebaea52b
  97. ctx:claims/beam/8c21f541-c703-4998-aae0-19638ef54326
  98. ctx:claims/beam/411a1538-884c-4c53-bd88-0a36a9406f98
  99. ctx:claims/beam/e216baa7-a91d-4dbf-a97e-32db6cedee20
  100. ctx:claims/beam/f1d44342-2a97-4d27-8633-2b8cdeffb413
  101. ctx:claims/beam/daafd359-0fc9-4026-9a83-26b7334abfe5
  102. ctx:claims/beam/9716813b-c618-4e47-aa86-e46a63863cb4
  103. ctx:claims/beam/8f02d253-d718-473b-88e1-f541e73862ae
  104. ctx:claims/beam/5a92a7f8-dbf8-4e2c-bec0-f0a72a9230c9
  105. ctx:claims/beam/fbf615f8-f981-4f39-81d3-8564b83a0629
  106. ctx:claims/beam/0ce2f149-2a0d-4bbb-878b-c3f3fc631640
  107. ctx:claims/beam/16e72a23-0e74-4398-83f0-1a6963cbc18d
  108. ctx:claims/beam/9170f193-72c4-43d3-9c09-87f869d91b8b
  109. ctx:claims/beam/f3d5dce4-0492-435e-9a07-8eec7bd68f9b
  110. ctx:claims/beam/8d17276c-d339-4933-883c-826cf94298b6
  111. ctx:claims/beam/4302622f-39d0-4cfd-84c7-01f4211acd8d
  112. ctx:claims/beam/965ce5aa-4b97-4ef4-bd05-6adb98366389
  113. ctx:claims/beam/3ba123af-19c4-4039-a571-0da2efd7f8db
  114. ctx:claims/beam/6260578c-fa34-4b5f-871e-0d090a2956db
  115. ctx:claims/beam/2fcc4e7a-d497-4bfa-b889-84fb8a9dfe40
  116. ctx:claims/beam/88bd05bd-f58b-4516-adae-bf469048d980
  117. ctx:claims/beam/ba589c7d-42fa-4113-9014-51eef5b32677
  118. ctx:claims/beam/78884303-75a2-43c8-9f0e-a7c86b59303a
  119. ctx:claims/beam/97be8b15-c3b6-4489-b398-6a37a9bde5f9
  120. ctx:claims/beam/3847d028-3728-4fbc-84ff-a66c525e6892
  121. ctx:claims/beam/383dfbf8-614b-4b5d-8da3-18a63352cf93
  122. ctx:claims/beam/21161d14-2a7b-4ed6-958b-ed9a13664c7a
  123. ctx:claims/beam/80cae577-647d-49e4-8fe0-3d51dda1720c
  124. ctx:claims/beam/9fb26e3a-bc1c-45c0-8a4d-409f0964c39b
  125. ctx:claims/beam/d54f3e5e-ccc2-4c97-af3f-87f12376efce
  126. ctx:claims/beam/d84b528f-21b5-4986-a008-71507d1b4394
  127. ctx:claims/beam/dc98ebe3-101b-47db-87d8-d036294d45c5
  128. ctx:claims/beam/9e5c3595-3f3d-4a73-a70b-a74beec8b366
  129. ctx:claims/beam/68bac076-2ee0-40c6-b87f-5fe08729cd72
  130. ctx:claims/beam/75f2f2f9-8e61-404d-a29c-3684c40a8612
  131. ctx:claims/beam/0fd182b2-896f-42c4-9b74-717be1468c7c

See also

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