| <html><head><meta charset="utf-8"></meta><meta name="viewport" content="width=device-width, initial-scale=1"></meta><title>NCPipeline</title><link rel="shortcut icon" type="image/x-icon" href="../../../favicon.ico"></link><script type="text/javascript" src="../../../scripts/theme.js"></script><script type="text/javascript" src="../../../scripts/searchData.js" defer="true"></script><script type="text/javascript" src="../../../scripts/scastieConfiguration.js" defer="true"></script><link rel="stylesheet" href="../../../styles/nord-light.css"></link><link rel="stylesheet" href="../../../styles/scalastyle.css"></link><link rel="stylesheet" href="../../../styles/colors.css"></link><link rel="stylesheet" href="../../../styles/dotty-icons.css"></link><link rel="stylesheet" href="../../../styles/diagram.css"></link><link rel="stylesheet" href="../../../styles/filter-bar.css"></link><link rel="stylesheet" href="../../../styles/code-snippets.css"></link><link rel="stylesheet" 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"><span class="nh "><a href="NCTokenEnricher.html"><span class="micon tr"></span><span>NCTokenEnricher</span></a></span></div><div class="ni "><span class="nh "><a href="NCTokenParser.html"><span class="micon tr"></span><span>NCTokenParser</span></a></span></div><div class="ni "><span class="nh "><a href="NCTokenValidator.html"><span class="micon tr"></span><span>NCTokenValidator</span></a></span></div><div class="ni "><span class="nh "><a href="NCVariant.html"><span class="micon tr"></span><span>NCVariant</span></a></span></div><div class="ni "><span class="nh "><a href="NCVariantFilter.html"><span class="micon tr"></span><span>NCVariantFilter</span></a></span></div></div><div class="ni"><span class="nh "><span class="ar"></span><a href="nlp/enrichers.html"><span class="micon pa"></span><span>org.apache.nlpcraft.nlp.enrichers</span></a></span><div class="ni "><span class="nh "><a href="nlp/enrichers/NCBracketsTokenEnricher.html"><span class="micon cl"></span><span>NCBracketsTokenEnricher</span></a></span></div><div class="ni "><span class="nh "><a href="nlp/enrichers/NCDictionaryTokenEnricher.html"><span class="micon cl"></span><span>NCDictionaryTokenEnricher</span></a></span></div><div class="ni "><span class="nh "><a href="nlp/enrichers/NCEnStopWordsTokenEnricher.html"><span class="micon cl"></span><span>NCEnStopWordsTokenEnricher</span></a></span></div><div class="ni "><span class="nh "><a href="nlp/enrichers/NCOpenNLPTokenEnricher.html"><span class="micon cl"></span><span>NCOpenNLPTokenEnricher</span></a></span></div><div class="ni "><span class="nh "><a href="nlp/enrichers/NCQuotesTokenEnricher.html"><span class="micon cl"></span><span>NCQuotesTokenEnricher</span></a></span></div><div class="ni "><span class="nh "><a href="nlp/enrichers/NCSwearWordsTokenEnricher.html"><span class="micon cl"></span><span>NCSwearWordsTokenEnricher</span></a></span></div></div><div class="ni"><span class="nh "><span class="ar"></span><a href="nlp/parsers.html"><span class="micon pa"></span><span>org.apache.nlpcraft.nlp.parsers</span></a></span><div class="ni "><span class="nh "><a href="nlp/parsers/NCNLPEntityParser.html"><span class="micon cl"></span><span>NCNLPEntityParser</span></a></span></div><div class="ni "><span class="nh "><a href="nlp/parsers/NCOpenNLPEntityParser.html"><span class="micon cl"></span><span>NCOpenNLPEntityParser</span></a></span></div><div class="ni "><span class="nh "><a href="nlp/parsers/NCOpenNLPTokenParser.html"><span class="micon cl"></span><span>NCOpenNLPTokenParser</span></a></span></div><div class="ni "><span class="nh "><a href="nlp/parsers/NCSemanticElement.html"><span class="micon tr"></span><span>NCSemanticElement</span></a></span></div><div class="ni "><span class="nh "><a href="nlp/parsers/NCSemanticEntityParser.html"><span class="micon cl"></span><span>NCSemanticEntityParser</span></a></span></div></div><div class="ni"><span class="nh "><span class="ar"></span><a href="nlp/stemmer.html"><span class="micon pa"></span><span>org.apache.nlpcraft.nlp.stemmer</span></a></span><div class="ni "><span class="nh "><a href="nlp/stemmer/NCEnStemmer.html"><span class="micon cl"></span><span>NCEnStemmer</span></a></span></div><div class="ni "><span class="nh "><a href="nlp/stemmer/NCStemmer.html"><span class="micon tr"></span><span>NCStemmer</span></a></span></div></div></div></nav></div><div id="main"><div id="leftToggler"><span class="icon-toggler"></span></div><div id="scaladoc-searchBar"></div><main id="main-content"><div class="breadcrumbs container"><a href="../../../index.html">NLPCraft</a>/<a href="../nlpcraft.html">org.apache.nlpcraft</a>/<a href="NCPipeline.html">NCPipeline</a></div><div id="content"><div><div class="cover-header"><span class="micon tr"></span><h1>NCPipeline</h1></div><div class="signature monospace"><span class="annotations monospace"></span><div class="signature"><span class="modifiers"></span><span class="kind"><span t="k">trait </span></span><a href="NCPipeline.html" class="documentableName ">NCPipeline</a><span></span></div></div><div class="cover"><div class="doc"><p>NLP processing pipeline for the input request. Pipeline is associated with the model.</p> |
| <p>An NLP pipeline is a container for the sequence of processing components that take the input text at the beginning |
| of the pipeline and produce the list of <a href="NCVariant.html">variants</a> at the end of the pipeline. |
| Schematically the pipeline looks like this:</p> |
| <pre> |
| +----------+ +-----------+ +--------+ |
| *=========* +---------+ +---+-------+ | +---+-------+ | +---+-----+ | |
| : Text : -> | Token | -> | Token | | -> | Token | | -> | Entity | | ----. |
| : Input : | Parser | | Enrichers |--+ | Validators |--+ | Parsers |--+ \ |
| *=========* +---------+ +-----------+ +------------+ +---------+ \ |
| } |
| +--------+ +--------+ +-----------+ +----------+ / |
| *============* +---+-----+ | +---+-----+ | +---+--------+ | +---+-------+ | / |
| : Variants : <- | Variant | | <- | Entity | | <- | Entity | | <- | Entity | | <-' |
| : List : | Filters |--+ | Mappers |--+ | Validators |--+ | Enrichers |--+ |
| *============* +----- ---+ +----- ---+ +------------+ +-----------+ |
| </pre> |
| <p>The result variants are then passed further to the intent matching. Note that only one token parser |
| and at least one entity parser is required for the minimal pipeline.</p> |
| </div><dl class="attributes"><dt>See also:</dt><dd><div><div><p><a href="NCToken.html">NCToken</a></p> |
| </div><div><p><a href="NCEntity.html">NCEntity</a></p> |
| </div><div><p><a href="NCVariant.html">NCVariant</a></p> |
| </div><div><p><a href="NCTokenParser.html">NCTokenParser</a></p> |
| </div><div><p><a href="NCTokenEnricher.html">NCTokenEnricher</a></p> |
| </div><div><p><a href="NCTokenValidator.html">NCTokenValidator</a></p> |
| </div><div><p><a href="NCEntityEnricher.html">NCEntityEnricher</a></p> |
| </div><div><p><a href="NCEntityMapper.html">NCEntityMapper</a></p> |
| </div><div><p><a href="NCEntityValidator.html">NCEntityValidator</a></p> |
| </div><div><p><a href="NCVariantFilter.html">NCVariantFilter</a></p> |
| </div><div><p><a href="NCEntityValidator.html">NCEntityValidator</a></p> |
| </div></div></dd><dt>Source:</dt><dd><a href="https://github.com/apache/incubator-nlpcraft/blob/master/nlpcraft/src/main/scala/org/apache/nlpcraft/NCPipeline.scala#L55">NCPipeline.scala</a></dd></dl></div><div class="tabs single"><div class="names"><button data-togglable="graph" class="tab showGraph">Graph</button><button data-togglable="supertypes" class="tab ">Supertypes</button></div><div class="contents"><div data-togglable="graph" class="tab showGraph"><div id="inheritance-diagram" class="diagram-class showGraph"><input value="Reset zoom" type="button" class="btn" onclick="zoomOut()"></input><svg id="graph"></svg><script type="text/dot" id="dot"> digraph g { |
| node0 [id=node0, label="<span style=\"color: #FFFFFF;\">trait <a href=\"NCPipeline.html\" t=\"t\">NCPipeline</a></span>", style="fill: #1CAACF;"]; |
| node1 [id=node1, label="<span style=\"color: #FFFFFF;\">class <span data-unresolved-link=\"\" t=\"t\">Object</span></span>", style="fill: #45AD7D;"]; |
| node2 [id=node2, label="<span style=\"color: #FFFFFF;\">class <span data-unresolved-link=\"\" t=\"t\">Any</span></span>", style="fill: #45AD7D;"]; |
| node3 [id=node3, label="<span style=\"color: #FFFFFF;\">trait <span data-unresolved-link=\"\" t=\"t\">Matchable</span></span>", style="fill: #1CAACF;"]; |
| |
| |
| node0 -> node1; |
| node1 -> node2; |
| node1 -> node3; |
| node3 -> node2; |
| |
| } |
| </script></div></div><div data-togglable="supertypes" class="tab "><div class="symbol monospace"><div>class <span data-unresolved-link="" t="t">Object</span></div><div>trait <span data-unresolved-link="" t="t">Matchable</span></div><div>class <span data-unresolved-link="" t="t">Any</span></div></div></div></div></div><div class="documentableFilter"><div class="filterUpperContainer"><button class="filterToggleButton" data-test-id="filterToggleButton"> |
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| <path d="M10 6L8.59 7.41 13.17 12l-4.58 4.59L10 18l6-6z"/> |
| </svg> |
| </button><input class="filterableInput" placeholder="Filter all members" data-test-id="filterBarInput"></input></div><div class="filterLowerContainer"></div></div><div class="membersList"><div class="tabs"><div class="names"><button data-togglable="Value members" class="tab selected">Value members</button></div><div class="contents"><div data-togglable="Value members" class="tab selected"><h2 data-togglable="Value members">Value members</h2><div class="documentableList"><h3 class="groupHeader">Abstract methods</h3><div class="documentableElement" id="getEntityParsers-0"><a link="NCPipeline.html#getEntityParsers-0" class="documentableAnchor"></a><div><span class="annotations monospace"></span></div><div class="header monospace"><div class="signature"><span class="modifiers"></span><span class="kind"><span t="k">def </span></span><a href="NCPipeline.html#getEntityParsers-0" class="documentableName ">getEntityParsers</a><span>: <a href="https://www.scala-lang.org/api/2.13.8/scala/collection/immutable/List.html" t="t">List</a>[<a href="NCEntityParser.html" t="t">NCEntityParser</a>]</span></div></div><div class="docs"><span class="modifiers"></span><div><div class="originInfo"></div><div class="memberDocumentation"><div class="documentableBrief doc"><p>Gets the list of entity parser. At least one entity parser is required.</p> |
| </div><div class="cover"><div class="doc"><p>Gets the list of entity parser. At least one entity parser is required.</p> |
| </div><dl class="attributes"><dt>Source:</dt><dd><a href="https://github.com/apache/incubator-nlpcraft/blob/master/nlpcraft/src/main/scala/org/apache/nlpcraft/NCPipeline.scala#L64">NCPipeline.scala</a></dd></dl></div></div></div></div></div><div class="documentableElement" id="getTokenParser-0"><a link="NCPipeline.html#getTokenParser-0" class="documentableAnchor"></a><div><span class="annotations monospace"></span></div><div class="header monospace"><div class="signature"><span class="modifiers"></span><span class="kind"><span t="k">def </span></span><a href="NCPipeline.html#getTokenParser-0" class="documentableName ">getTokenParser</a><span>: <a href="NCTokenParser.html" t="t">NCTokenParser</a></span></div></div><div class="docs"><span class="modifiers"></span><div><div class="originInfo"></div><div class="memberDocumentation"><div class="documentableBrief doc"><p>Get the token parser. One token parser is required for the pipeline.</p> |
| </div><div class="cover"><div class="doc"><p>Get the token parser. One token parser is required for the pipeline.</p> |
| </div><dl class="attributes"><dt>Source:</dt><dd><a href="https://github.com/apache/incubator-nlpcraft/blob/master/nlpcraft/src/main/scala/org/apache/nlpcraft/NCPipeline.scala#L59">NCPipeline.scala</a></dd></dl></div></div></div></div></div></div><div class="documentableList"><h3 class="groupHeader">Concrete methods</h3><div class="documentableElement" id="getEntityEnrichers-0"><a link="NCPipeline.html#getEntityEnrichers-0" class="documentableAnchor"></a><div><span class="annotations monospace"></span></div><div class="header monospace"><div class="signature"><span class="modifiers"></span><span class="kind"><span t="k">def </span></span><a href="NCPipeline.html#getEntityEnrichers-0" class="documentableName ">getEntityEnrichers</a><span>: <a href="https://www.scala-lang.org/api/2.13.8/scala/collection/immutable/List.html" t="t">List</a>[<a href="NCEntityEnricher.html" t="t">NCEntityEnricher</a>]</span></div></div><div class="docs"><span class="modifiers"></span><div><div class="originInfo"></div><div class="memberDocumentation"><div class="documentableBrief doc"><p>Gets optional list of entity enrichers. Can return an empty list but never <code>null</code>.</p> |
| </div><div class="cover"><div class="doc"><p>Gets optional list of entity enrichers. Can return an empty list but never <code>null</code>.</p> |
| </div><dl class="attributes"><dt>Source:</dt><dd><a href="https://github.com/apache/incubator-nlpcraft/blob/master/nlpcraft/src/main/scala/org/apache/nlpcraft/NCPipeline.scala#L74">NCPipeline.scala</a></dd></dl></div></div></div></div></div><div class="documentableElement" id="getEntityMappers-0"><a link="NCPipeline.html#getEntityMappers-0" class="documentableAnchor"></a><div><span class="annotations monospace"></span></div><div class="header monospace"><div class="signature"><span class="modifiers"></span><span class="kind"><span t="k">def </span></span><a href="NCPipeline.html#getEntityMappers-0" class="documentableName ">getEntityMappers</a><span>: <a href="https://www.scala-lang.org/api/2.13.8/scala/collection/immutable/List.html" t="t">List</a>[<a href="NCEntityMapper.html" t="t">NCEntityMapper</a>]</span></div></div><div class="docs"><span class="modifiers"></span><div><div class="originInfo"></div><div class="memberDocumentation"><div class="documentableBrief doc"><p>Gets optional list of entity mappers. Can return an empty list but never <code>null</code>.</p> |
| </div><div class="cover"><div class="doc"><p>Gets optional list of entity mappers. Can return an empty list but never <code>null</code>.</p> |
| </div><dl class="attributes"><dt>Source:</dt><dd><a href="https://github.com/apache/incubator-nlpcraft/blob/master/nlpcraft/src/main/scala/org/apache/nlpcraft/NCPipeline.scala#L94">NCPipeline.scala</a></dd></dl></div></div></div></div></div><div class="documentableElement" id="getEntityValidators-0"><a link="NCPipeline.html#getEntityValidators-0" class="documentableAnchor"></a><div><span class="annotations monospace"></span></div><div class="header monospace"><div class="signature"><span class="modifiers"></span><span class="kind"><span t="k">def </span></span><a href="NCPipeline.html#getEntityValidators-0" class="documentableName ">getEntityValidators</a><span>: <a href="https://www.scala-lang.org/api/2.13.8/scala/collection/immutable/List.html" t="t">List</a>[<a href="NCEntityValidator.html" t="t">NCEntityValidator</a>]</span></div></div><div class="docs"><span class="modifiers"></span><div><div class="originInfo"></div><div class="memberDocumentation"><div class="documentableBrief doc"><p>Gets optional list of entity validators. Can return an empty list but never <code>null</code>.</p> |
| </div><div class="cover"><div class="doc"><p>Gets optional list of entity validators. Can return an empty list but never <code>null</code>.</p> |
| </div><dl class="attributes"><dt>Source:</dt><dd><a href="https://github.com/apache/incubator-nlpcraft/blob/master/nlpcraft/src/main/scala/org/apache/nlpcraft/NCPipeline.scala#L84">NCPipeline.scala</a></dd></dl></div></div></div></div></div><div class="documentableElement" id="getTokenEnrichers-0"><a link="NCPipeline.html#getTokenEnrichers-0" class="documentableAnchor"></a><div><span class="annotations monospace"></span></div><div class="header monospace"><div class="signature"><span class="modifiers"></span><span class="kind"><span t="k">def </span></span><a href="NCPipeline.html#getTokenEnrichers-0" class="documentableName ">getTokenEnrichers</a><span>: <a href="https://www.scala-lang.org/api/2.13.8/scala/collection/immutable/List.html" t="t">List</a>[<a href="NCTokenEnricher.html" t="t">NCTokenEnricher</a>]</span></div></div><div class="docs"><span class="modifiers"></span><div><div class="originInfo"></div><div class="memberDocumentation"><div class="documentableBrief doc"><p>Gets optional list of token enrichers. Can return an empty list but never <code>null</code>.</p> |
| </div><div class="cover"><div class="doc"><p>Gets optional list of token enrichers. Can return an empty list but never <code>null</code>.</p> |
| </div><dl class="attributes"><dt>Source:</dt><dd><a href="https://github.com/apache/incubator-nlpcraft/blob/master/nlpcraft/src/main/scala/org/apache/nlpcraft/NCPipeline.scala#L69">NCPipeline.scala</a></dd></dl></div></div></div></div></div><div class="documentableElement" id="getTokenValidators-0"><a link="NCPipeline.html#getTokenValidators-0" class="documentableAnchor"></a><div><span class="annotations monospace"></span></div><div class="header monospace"><div class="signature"><span class="modifiers"></span><span class="kind"><span t="k">def </span></span><a href="NCPipeline.html#getTokenValidators-0" class="documentableName ">getTokenValidators</a><span>: <a href="https://www.scala-lang.org/api/2.13.8/scala/collection/immutable/List.html" t="t">List</a>[<a href="NCTokenValidator.html" t="t">NCTokenValidator</a>]</span></div></div><div class="docs"><span class="modifiers"></span><div><div class="originInfo"></div><div class="memberDocumentation"><div class="documentableBrief doc"><p>Gets optional list of token validators. Can return an empty list but never <code>null</code>.</p> |
| </div><div class="cover"><div class="doc"><p>Gets optional list of token validators. Can return an empty list but never <code>null</code>.</p> |
| </div><dl class="attributes"><dt>Source:</dt><dd><a href="https://github.com/apache/incubator-nlpcraft/blob/master/nlpcraft/src/main/scala/org/apache/nlpcraft/NCPipeline.scala#L79">NCPipeline.scala</a></dd></dl></div></div></div></div></div><div class="documentableElement" id="getVariantFilters-0"><a link="NCPipeline.html#getVariantFilters-0" class="documentableAnchor"></a><div><span class="annotations monospace"></span></div><div class="header monospace"><div class="signature"><span class="modifiers"></span><span class="kind"><span t="k">def </span></span><a href="NCPipeline.html#getVariantFilters-0" class="documentableName ">getVariantFilters</a><span>: <a href="https://www.scala-lang.org/api/2.13.8/scala/collection/immutable/List.html" t="t">List</a>[<a href="NCVariantFilter.html" t="t">NCVariantFilter</a>]</span></div></div><div class="docs"><span class="modifiers"></span><div><div class="originInfo"></div><div class="memberDocumentation"><div class="documentableBrief doc"><p>Gets optional list of variant filters. Can return an empty list but never <code>null</code>.</p> |
| </div><div class="cover"><div class="doc"><p>Gets optional list of variant filters. Can return an empty list but never <code>null</code>.</p> |
| </div><dl class="attributes"><dt>Source:</dt><dd><a href="https://github.com/apache/incubator-nlpcraft/blob/master/nlpcraft/src/main/scala/org/apache/nlpcraft/NCPipeline.scala#L89">NCPipeline.scala</a></dd></dl></div></div></div></div></div></div></div></div></div></div></div></div></main><footer><div id="generated-by"><span class="footer-text">Generated by</span><a href="https://github.com/lampepfl/dotty/tree/master/scaladoc"><img src="../../../images/scaladoc_logo.svg" alt="scaladoc" class="scaladoc_logo"></img><img src="../../../images/scaladoc_logo_dark.svg" alt="scaladoc" class="scaladoc_logo_dark"></img></a></div><span id="footer-text">Apache NLPCraft</span><div class="socials"><span class="footer-text">Social links</span><a href="https://github.com/apache/incubator-nlpcraft"><span class="social-icon" data-icon-path="github-icon-black.png"></span></a></div><div class="mode"><span class="footer-text">Mode</span><label id="theme-toggle" class="switch"><input type="checkbox"></input><span class="slider"></span></label></div><span class="go-to-top-icon"><a href="#container"><span class="icon-vertical_align_top"></span><span class="footer-text">Back to top</span></a></span></footer></div></div></body></html> |
