segment_input

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From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-09.)

segment_input is Segment the input sequence into smaller chunks that fit within the max token limit..

161 facts·113 predicates·8 sources·19 in dispute

Mostly:uses(7), rdf:type(6), implementation detail(6)

Inbound mentions (31)

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.

`hasMethod`Has Method(5)

Context Window Managerex:context-window-manager
Input Segmenter Classex:input-segmenter-class
Segmentation Systemex:segmentation-system
Token Overflow Handlerex:token-overflow-handler
Token Processorex:token-processor

`calls`Calls(2)

Handle Token Overflowex:handle-token-overflow
Handle Token Overflowex:handle-token-overflow

`dependsOn`Depends on(2)

Get Embeddingsex:get-embeddings
Handle Token Overflowex:handle-token-overflow

`invokes`Invokes(2)

Handle Token Overflowex:handle-token-overflow
Handle Token Overflowex:handle-token-overflow

`calls-method`Calls Method(1)

Example Usageex:example-usage

`complements`Complements(1)

Cache Resultex:cache-result

`comprisesMethod`Comprises Method(1)

Segmentation Systemex:segmentation-system

`containsFunction`Contains Function(1)

Python Codeex:python-code

`delegatesTo`Delegates to(1)

Handle Token Overflowex:handle-token-overflow

`encapsulates`Encapsulates(1)

Input Segmenter Classex:input-segmenter-class

`follows`Follows(1)

Refine Segmentsex:refine-segments

`hasPart`Has Part(1)

Token Overflow Solutionex:token-overflow-solution

`hasStage`Has Stage(1)

Text Processing Pipelineex:text-processing-pipeline

`inverseOf`Inverse of(1)

Handle Token Overflowex:handle-token-overflow

`isSplitBy`Is Split by(1)

Input Sequenceex:input sequence

`orchestrates`Orchestrates(1)

Handle Token Overflowex:handle-token-overflow

`parameterOf`Parameter of(1)

Input Sequenceex:input_sequence

`passesTo`Passes to(1)

Handle Token Overflowex:handle-token-overflow

`producedBy`Produced by(1)

Segments Listex:segments-list

`receivesFrom`Receives From(1)

Segmented Inputsex:segmented_inputs

`relatedMethod`Related Method(1)

Handle Token Overflowex:handle-token-overflow

`requires`Requires(1)

Model Process Methodex:model-process-method

`returnsValueOf`Returns Value of(1)

Handle Token Overflowex:handle-token-overflow

`usedIn`Used in(1)

Range Functionex:range-function

Other facts (158)

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.

158 facts

Predicate	Value	Ref
Uses	self.max_tokens	[1]
Uses	len function	[1]
Uses	min function	[1]
Uses	list append method	[1]
Uses	list slicing	[1]
Uses	Len Function	[8]
Uses	Len Function on Input Data	[8]
Rdf:type	Method	[1]
Rdf:type	Method	[5]
Rdf:type	Function	[6]
Rdf:type	Method	[7]
Rdf:type	Algorithm	[7]
Rdf:type	Method	[8]
Implementation Detail	uses while loop	[5]
Implementation Detail	calculates end_index	[5]
Implementation Detail	creates segment slice	[5]
Implementation Detail	appends segment to list	[5]
Implementation Detail	updates start_index with overlap	[5]
Implementation Detail	Uses for loop with range function	[6]
Has Parameter	input_sequence	[1]
Has Parameter	input_sequence	[5]
Has Parameter	Input Data	[8]
Has Parameter	Window Size	[8]
Has Parameter	Overlap	[8]
Returns	list of segmented input sequences	[1]
Returns	Segmented Inputs	[2]
Returns	List of Segments	[5]
Returns	Segments	[8]
Local Variable	segments	[1]
Local Variable	start_index	[1]
Local Variable	end_index	[1]
Local Variable	segment	[1]
Description	Segment the input sequence into smaller chunks that fit within the max token limit.	[1]
Description	Adjusted to account for overlap	[4]
Description	Segment the input sequence into smaller chunks that fit within the max token limit.	[5]
Produces	non-overlapping segments	[1]
Produces	Segments List	[6]
Produces	segment list	[7]
Handles	edge case of exact multiple	[1]
Handles	partial final chunk	[1]
Handles	sequence-segmentation	[3]
Modifies	segments list	[1]
Modifies	start_index	[1]
Modifies	start_index	[7]
List Operation	append	[1]
List Operation	append	[5]
Index Update	start_index += self.max_tokens	[1]
Index Update	start_index += (self.max_tokens - self.overlap)	[5]
Preserves	input order	[1]
Preserves	original sequence order	[1]
Return Statement	segments	[1]
Return Statement	segments	[5]
Initializes	Segments List	[5]
Initializes	Start Index	[5]
Uses Function	len	[5]
Uses Function	min	[5]
Calculates	end_index	[5]
Calculates	segment	[5]
Arithmetic Operation	addition	[5]
Arithmetic Operation	subtraction	[5]
Initializes Local Variable	Segments	[5]
Initializes Local Variable	Start Index	[5]
Uses Len Function	true	[5]
Uses Len Function	true	[6]
Depends on	Overlap	[7]
Depends on	Start Index	[7]
Control Structure	while loop	[1]
Is Method of	Token Overflow Handler	[1]
Is Part of	Token Overflow Handler	[1]
Contains	While Loop	[1]
Guarantees	complete processing	[1]
Processes	entire input_sequence	[1]
Docstring	Segment the input sequence into smaller chunks that fit within the max token limit.	[1]
Algorithm	sequential chunking	[1]
Complexity	linear in input length	[1]
Deterministic	true	[1]
Docstring Param Tag	:param input_sequence:	[1]
Docstring Return Tag	:return:	[1]
Return Value of	Handle Token Overflow	[1]
Enforces	non-overlapping segments	[1]
Terminates	guaranteed	[1]
Iteration Count	ceil(len/max_tokens)	[1]
Algorithmic Pattern	sliding window	[1]
Takes Parameter	Test Data	[2]
Applied to	Test Data	[2]
Belongs to	Context Window Manager	[4]
Docstring Param	input_sequence: The input sequence to be segmented.	[5]
Docstring Return	List of segmented input sequences.	[5]
Loop Condition	start_index < len(input_sequence)	[5]
Updates	start_index	[5]
Slice Operation	input_sequence[start_index:end_index]	[5]
Purpose	Segment input sequence	[5]
Returns Variable	segments	[5]
Creates Overlap	true	[5]
Segment Size	Max Tokens	[5]
Segment Overlap	Overlap	[5]
Boundary Check	len(input_sequence)	[5]
While Loop	true	[5]
Increment Strategy	max_tokens minus overlap	[5]
Returns List Type	list	[5]

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.

161 undated

—

hasParameterbeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

input_sequence

—

returnsbeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

list of segmented input sequences

—

descriptionbeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

Segment the input sequence into smaller chunks that fit within the max token limit.

—

localVariablebeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

segments

—

localVariablebeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

start_index

—

controlStructurebeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

while loop

—

localVariablebeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

end_index

—

localVariablebeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

segment

—

listOperationbeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

append

—

indexUpdatebeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

start_index += self.max_tokens

—

usesbeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

self.max_tokens

—

typebeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

ex:Method

—

labelbeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

segment_input

—

isMethodOfbeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

ex:token-overflow-handler

—

isPartOfbeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

ex:token-overflow-handler

—

containsbeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

ex:while-loop

—

guaranteesbeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

complete processing

—

processesbeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

entire input_sequence

—

usesbeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

len function

—

usesbeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

min function

—

usesbeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

list append method

—

usesbeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

list slicing

—

docstringbeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

Segment the input sequence into smaller chunks that fit within the max token limit.

—

algorithmbeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

sequential chunking

—

complexitybeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

linear in input length

—

deterministicbeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

true

—

producesbeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

non-overlapping segments

—

preservesbeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

input order

—

handlesbeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

edge case of exact multiple

—

modifiesbeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

segments list

—

modifiesbeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

start_index

—

returnStatementbeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

segments

—

docstringParamTagbeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

:param input_sequence:

—

docstringReturnTagbeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

:return:

—

returnValueOfbeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

ex:handle-token-overflow

—

enforcesbeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

non-overlapping segments

—

preservesbeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

original sequence order

—

handlesbeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

partial final chunk

—

terminatesbeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

guaranteed

—

iterationCountbeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

ceil(len/max_tokens)

—

algorithmicPatternbeam/1ec9efa8-81e4-43a7-95a4-6621a275f1dd

sliding window

—

returnsbeam/9432ba29-9fa1-4542-a509-5e7006311ffd

ex:segmented-inputs

—

takesParameterbeam/9432ba29-9fa1-4542-a509-5e7006311ffd

ex:test-data

—

appliedTobeam/9432ba29-9fa1-4542-a509-5e7006311ffd

ex:test-data

—

handlesbeam/88d7745a-6366-4f96-a851-9b4f4940ac19

sequence-segmentation

—

descriptionbeam/c43109f2-bc4a-4e39-87f2-80d5e710ec8d

Adjusted to account for overlap

—

belongs-tobeam/c43109f2-bc4a-4e39-87f2-80d5e710ec8d

ex:context-window-manager

—

typebeam/e289c8e8-c08e-4a54-868b-c45f93b97d50

ex:Method

—

hasParameterbeam/e289c8e8-c08e-4a54-868b-c45f93b97d50

input_sequence

—

returnsbeam/e289c8e8-c08e-4a54-868b-c45f93b97d50

ex:list-of-segments

—

descriptionbeam/e289c8e8-c08e-4a54-868b-c45f93b97d50

Segment the input sequence into smaller chunks that fit within the max token limit.

—