vectors

as donto believed on

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-08.)

vectors has 31 facts recorded in Dontopedia across 7 references, with 3 live disagreements.

31 facts·21 predicates·7 sources·3 in dispute

Mostly:rdf:type(5), has method(3), created with(2)

Inbound mentions (22)

Other subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. "X motherOf this subject" — and answer questions the forward facts can't. Grouped by predicate.

`isMethodOf`Is Method of(3)

Add Vector Methodex:add-vector-method
Get Vectors Methodex:get-vectors-method
Resize Methodex:resize-method

`isPropertyOf`Is Property of(2)

Capacityex:capacity
Vector Countex:vector-count

`iteratesOver`Iterates Over(2)

Faiss Insertion Benchmarkex:faiss-insertion-benchmark
Weaviate Insertion Benchmarkex:weaviate-insertion-benchmark

`operatesOn`Operates on(2)

Dot Productex:dot-product
Norm Calculationex:norm-calculation

`addsVectorTo`Adds Vector to(1)

Add Vector Methodex:add-vector-method

`appliedTo`Applied to(1)

Point Paddingex:point-padding

`creates`Creates(1)

Faiss Setupex:faiss-setup

`dependsOn`Depends on(1)

Memory Usageex:memory-usage

`describes`Describes(1)

Preallocate Memory Pointex:preallocate-memory-point

`encapsulates`Encapsulates(1)

Standard Storage Classex:standard-storage-class

`hasAttribute`Has Attribute(1)

Standard Storage Classex:standard-storage-class

`hasSameDimension`Has Same Dimension(1)

Target Vectorex:target-vector

`instantiates`Instantiates(1)

Vector Storage Classex:vector-storage-class

`isIndependentOf`Is Independent of(1)

Target Vectorex:target-vector

`passesArgument`Passes Argument(1)

Accuracy Callex:accuracy-call

`receivesArgument`Receives Argument(1)

Faiss Index.addex:faiss-index.add

`selects`Selects(1)

Query Vector Selectionex:query-vector-selection

Other facts (28)

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.

28 facts

Predicate	Value	Ref
Rdf:type	Variable	[1]
Rdf:type	Array	[2]
Rdf:type	Numpy Array	[3]
Rdf:type	Numpy Array	[4]
Rdf:type	Array	[6]
Has Method	Add Vector Method	[3]
Has Method	Get Vectors Method	[3]
Has Method	Resize Method	[3]
Created With	Initial Capacity Parameter	[3]
Created With	Vector Size Parameter	[3]
Is Initialized With	Random Array Generation	[1]
Array Dimensions	[10000, 128]	[1]
Has Shape	[num_vectors, 128]	[1]
Has Second Dimension	128	[1]
Serves As	Database	[1]
Is of Type	Numpy Array	[3]
Has Initial Capacity	specified	[3]
Has Vector Size	specified	[3]
Is Preallocated	true	[4]
Preallocated With	zeros	[4]
Created by	Numpy Zeros Call	[4]
Has Data Type	np.float32	[5]
Initialized by	Np Zeros Function	[5]
Uses	Numpy Random	[7]
Has Dtype	float32	[7]
Generated by	Numpy Random Rand	[7]
Has Shape	300000x128	[7]
Has Element Type	Float32 Type	[7]

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.

31 undated

—

typebeam/1c92d7b3-5e81-4735-8dba-06ce859d99dc

ex:Variable

—

labelbeam/1c92d7b3-5e81-4735-8dba-06ce859d99dc

vectors

—

isInitializedWithbeam/1c92d7b3-5e81-4735-8dba-06ce859d99dc

ex:random-array-generation

—

arrayDimensionsbeam/1c92d7b3-5e81-4735-8dba-06ce859d99dc

[10000, 128]

—

hasShapebeam/1c92d7b3-5e81-4735-8dba-06ce859d99dc

[num_vectors, 128]

—

hasSecondDimensionbeam/1c92d7b3-5e81-4735-8dba-06ce859d99dc

128

—

servesAsbeam/1c92d7b3-5e81-4735-8dba-06ce859d99dc

ex:database

—

typebeam/202a3697-e562-4fba-bbf7-cecbb06b3cd0

ex:Array

—

isOfTypebeam/0e98f2e1-cdc0-4a33-868b-98a143f5105d

ex:numpy-array

—

hasInitialCapacitybeam/0e98f2e1-cdc0-4a33-868b-98a143f5105d

specified

—

hasVectorSizebeam/0e98f2e1-cdc0-4a33-868b-98a143f5105d

specified

—

typebeam/0e98f2e1-cdc0-4a33-868b-98a143f5105d

ex:NumpyArray

—

labelbeam/0e98f2e1-cdc0-4a33-868b-98a143f5105d

vectors

—

hasMethodbeam/0e98f2e1-cdc0-4a33-868b-98a143f5105d

ex:add-vector-method

—

hasMethodbeam/0e98f2e1-cdc0-4a33-868b-98a143f5105d

ex:get-vectors-method

—

hasMethodbeam/0e98f2e1-cdc0-4a33-868b-98a143f5105d

ex:resize-method

—

createdWithbeam/0e98f2e1-cdc0-4a33-868b-98a143f5105d

ex:initial-capacity-parameter

—

createdWithbeam/0e98f2e1-cdc0-4a33-868b-98a143f5105d

ex:vector-size-parameter

—

typebeam/8db83f0d-819a-4f3b-b500-3a38a63092b2

ex:NumpyArray

—

labelbeam/8db83f0d-819a-4f3b-b500-3a38a63092b2

vectors

—

isPreallocatedbeam/8db83f0d-819a-4f3b-b500-3a38a63092b2

true

—

preallocatedWithbeam/8db83f0d-819a-4f3b-b500-3a38a63092b2

zeros

—

createdBybeam/8db83f0d-819a-4f3b-b500-3a38a63092b2

ex:numpy-zeros-call

—

hasDataTypebeam/1d97c824-a92f-4574-8a4f-ad59542ea9aa

np.float32

—

initializedBybeam/1d97c824-a92f-4574-8a4f-ad59542ea9aa

ex:np-zeros-function

—

typebeam/e84015fa-c493-4afc-989d-244a981b70fe

ex:Array

—

usesbeam/5e937662-abc6-4623-b5b6-7b168728e324

ex:numpy-random

—

has-dtypebeam/5e937662-abc6-4623-b5b6-7b168728e324

float32

—

generated-bybeam/5e937662-abc6-4623-b5b6-7b168728e324

ex:numpy-random-rand

—

has-shapebeam/5e937662-abc6-4623-b5b6-7b168728e324

300000x128

—

has-element-typebeam/5e937662-abc6-4623-b5b6-7b168728e324

ex:float32-type

References (7)

7 references

[1]1c92d7b3 5e81 4735 8dba 06ce859d99dc7 facts
ctx:claims/beam/1c92d7b3-5e81-4735-8dba-06ce859d99dc
[2]202a3697 E562 4fba Bbf7 Cecbb06b3cd01 fact
ctx:claims/beam/202a3697-e562-4fba-bbf7-cecbb06b3cd0
- full textbeam-chunk
  text/plain1 KBdoc:beam/202a3697-e562-4fba-bbf7-cecbb06b3cd0
  Show excerpt
  # Simulate memory usage and storage size memory_usage = len(vectors) * 128 * 8 / (1024 * 1024) # in MB storage_size = memory_usage # Assuming similar size for simplicity results['memory_usage'] = memory_usage results['…
[3]0e98f2e1 Cdc0 4a33 868b 98a143f5105d10 facts
ctx:claims/beam/0e98f2e1-cdc0-4a33-868b-98a143f5105d
- full textbeam-chunk
  text/plain1 KBdoc:beam/0e98f2e1-cdc0-4a33-868b-98a143f5105d
  Show excerpt
  - A NumPy array `vectors` is created with the specified initial capacity and vector size. 2. **Adding Vectors**: - The `add_vector` method checks if the current number of vectors has reached the capacity. If so, it resizes the array …
[4]8db83f0d 819a 4f3b B500 3a38a63092b25 facts
ctx:claims/beam/8db83f0d-819a-4f3b-b500-3a38a63092b2
[5]1d97c824 A92f 4574 8a4f Ad59542ea9aa2 facts
ctx:claims/beam/1d97c824-a92f-4574-8a4f-ad59542ea9aa
- full textbeam-chunk
  text/plain1 KBdoc:beam/1d97c824-a92f-4574-8a4f-ad59542ea9aa
  Show excerpt
  2. **Performance**: Accessing and traversing a trie can be slower compared to direct array access. 3. **Alternative Data Structures**: Depending on your use case, other data structures like NumPy arrays, sparse matrices, or even specialized…
[6]E84015fa C493 4afc 989d 244a981b70fe1 fact
ctx:claims/beam/e84015fa-c493-4afc-989d-244a981b70fe
- full textbeam-chunk
  text/plain1 KBdoc:beam/e84015fa-c493-4afc-989d-244a981b70fe
  Show excerpt
  - The `add_vector` method checks if the current number of vectors has reached the capacity. If so, it resizes the array to accommodate more vectors. - The new vector is added to the array, and the count of vectors is incremented. 3. …
[7]5e937662 Abc6 4623 B5b6 7b168728e3245 facts
ctx:claims/beam/5e937662-abc6-4623-b5b6-7b168728e324
- full textbeam-chunk
  text/plain1 KBdoc:beam/5e937662-abc6-4623-b5b6-7b168728e324
  Show excerpt
  print(f"Weaviate time: {weaviate_time} seconds") print(f"FAISS time: {faiss_time} seconds") ``` ->-> 5,10 [Turn 4941] Assistant: Certainly! To properly benchmark Weaviate and FAISS, you'll want to measure both the indexing time and the sea…

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vectors

Inbound mentions (22)

isMethodOfIs Method of(3)

isPropertyOfIs Property of(2)

iteratesOverIterates Over(2)

operatesOnOperates on(2)

addsVectorToAdds Vector to(1)

appliedToApplied to(1)

createsCreates(1)

dependsOnDepends on(1)

describesDescribes(1)

encapsulatesEncapsulates(1)

hasAttributeHas Attribute(1)

hasSameDimensionHas Same Dimension(1)

instantiatesInstantiates(1)

isIndependentOfIs Independent of(1)

passesArgumentPasses Argument(1)

receivesArgumentReceives Argument(1)

selectsSelects(1)

Other facts (28)

Timeline

References (7)

See also

Keep researching

`isMethodOf`Is Method of(3)

`isPropertyOf`Is Property of(2)

`iteratesOver`Iterates Over(2)

`operatesOn`Operates on(2)

`addsVectorTo`Adds Vector to(1)

`appliedTo`Applied to(1)

`creates`Creates(1)

`dependsOn`Depends on(1)

`describes`Describes(1)

`encapsulates`Encapsulates(1)

`hasAttribute`Has Attribute(1)

`hasSameDimension`Has Same Dimension(1)

`instantiates`Instantiates(1)

`isIndependentOf`Is Independent of(1)

`passesArgument`Passes Argument(1)

`receivesArgument`Receives Argument(1)

`selects`Selects(1)