Tool Reference
Processing tools transform content as it streams through a flow — translating, validating, analyzing, and converting blocks. Tools are grouped by category below. Select one to read its documentation and configure its parameters live; the YAML output drops into a flow step. Each tool has a shareable link. Tools maintained in neokapi itself are tagged Built-in (34); installed plugins can add their own, tagged Plugin.
34 of 34 tools
analysis4
AI Brand Voice InferenceBuilt-inInfer a draft brand voice profile from a content corpus using an LLM provideranalysis6 paramsAI Entity ExtractBuilt-inDetect named entities and terminology candidates in source content using an LLM.analysis8 paramsAI Terminology ExtractionBuilt-inExtract candidate terminology from source text using an LLM provider.analysis4 paramsEncoding DetectBuilt-inClassify the source text of each block as ASCII, UTF-8, or unknown.analysis
quality8
AI Brand Voice CheckBuilt-inCheck text against a brand voice profile using an LLM and score brand compliance.quality4 paramsBrand Vocabulary CheckBuilt-inFlag forbidden, competitor, and preferred-term violations from a brand voice profile.qualityDo-Not-Translate CheckBuilt-inVerify that do-not-translate terms survive verbatim into the target.quality2 paramsPlaceholder CheckBuilt-inVerify interpolation placeholders and numbered tags are preserved in the target.quality1 paramQuality CheckBuilt-inCheck translation quality with rule-based checks, or an LLM when a provider is set.quality40 paramsReviewBuilt-inReview each translation with an LLM, producing a score, assessment, and suggestion.quality3 paramsTerminology CheckBuilt-inVerify that required target terms appear when their source terms are present.quality1 paramXML ValidationBuilt-inCheck that the source and/or target text of each block is well-formed XML.quality4 params
text-processing17
Batch CollectorBuilt-inCollect blocks into fixed-size batches before forwarding them downstream.text-processing1 paramCase TransformBuilt-inChange the letter case of source and/or target text to upper, lower, or title case.text-processing3 paramsCreate TargetBuilt-inCreate target segment containers for a locale, optionally seeded with the source text.text-processing4 paramsExternal CommandBuilt-inRun an external command-line program on block text and use its stdout as the result.text-processing7 paramsInline Codes RemoveBuilt-inStrip inline-code runs (placeholders and paired codes) from segments, leaving plain text.text-processing5 paramsLayer ProcessorBuilt-inApply format-specific tool chains to embedded child layers within a document.text-processingMedia RefineBuilt-inRe-read low-confidence OCR/ASR lines with a configurable multimodal LLMtext-processing4 paramsProperties SetBuilt-inSet or modify key-value properties on blocks.text-processing3 paramsRedactBuilt-inReplace sensitive spans with protected placeholders before processing.text-processing4 paramsRemove TargetBuilt-inRemove target segments from blocks, by locale or by selected text-unit IDs.text-processing4 paramsScriptBuilt-inRun a user-supplied ES5 JavaScript script over each part to inspect or modify block text.text-processing4 paramsSearch and ReplaceBuilt-inFind and replace text in blocks, with optional regular-expression matching and flags.text-processing7 paramsSegmentationBuilt-inSplit block text into sentence-level segments using SRX-style rules.text-processing15 paramsSpan ClassifyBuilt-inReclassify generic markup inline codes into semantic vocabulary types.text-processingTag ProtectBuilt-inIdentify tags and placeholders in source text and mark them for downstream protection.text-processing1 paramUnredactBuilt-inRestore original values into redacted content after processing.text-processingWhitespace CorrectBuilt-inNormalize and fix whitespace issues in target translations, including punctuation spacing.text-processing12 params
translation5
Diff LeverageBuilt-inReuse translations from a previous document version for unchanged source blocks.translation2 paramsPseudo TranslateBuilt-inGenerate deterministic pseudo-translations for localization-readiness testing.translation3 paramsRecycleBuilt-inPre-fill translations from a content memory using exact and fuzzy matching.translation8 paramsSource GateBuilt-intranslation1 paramTranslateBuilt-inTranslate block content with an LLM provider.translation10 params