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| <!doctype html><html lang=en class=no-js> <head><meta charset=utf-8><meta name=viewport content="width=device-width,initial-scale=1"><link href="../../tutorials/reason/" rel=prev><link href="../word-vectors/" rel=next><link rel=icon href="../../assets/logo/edsnlp.svg"><meta name=generator content="mkdocs-1.5.2, mkdocs-material-9.2.8"><title>Overview - EDS-NLP</title><link rel=stylesheet href="../../assets/stylesheets/main.046329b4.min.css"><link rel=stylesheet href="../../assets/stylesheets/palette.85d0ee34.min.css"><link rel=preconnect href="https://fonts.gstatic.com" crossorigin><link rel=stylesheet href="https://fonts.googleapis.com/css?family=Roboto:300,300i,400,400i,700,700i%7CRoboto+Mono:400,400i,700,700i&display=fallback"><style>:root{--md-text-font:"Roboto";--md-code-font:"Roboto Mono"}</style><link rel=stylesheet href="../../assets/_mkdocstrings.css"><link rel=stylesheet href="../../assets/stylesheets/extra.css"><link rel=stylesheet href="../../assets/termynal/termynal.css"><script>__md_scope=new URL("../..",location),__md_hash=e=>[...e].reduce((e,_)=>(e<<5)-e+_.charCodeAt(0),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script></head> <body dir=ltr data-md-color-scheme=default data-md-color-primary=indigo data-md-color-accent=indigo> <script>var palette=__md_get("__palette");if(palette&&"object"==typeof palette.color)for(var key of Object.keys(palette.color))document.body.setAttribute("data-md-color-"+key,palette.color[key])</script> <input class=md-toggle data-md-toggle=drawer type=checkbox id=__drawer autocomplete=off> <input class=md-toggle data-md-toggle=search type=checkbox id=__search autocomplete=off> <label class=md-overlay for=__drawer></label> <div data-md-component=skip> <a href="#advanced-use-cases" class=md-skip> Skip to content </a> </div> <div data-md-component=announce> </div> <div data-md-color-scheme=default data-md-component=outdated hidden> </div> <header class="md-header md-header--shadow" data-md-component=header> <nav class="md-header__inner md-grid" aria-label=Header> <a href="../.." title=EDS-NLP class="md-header__button md-logo" aria-label=EDS-NLP data-md-component=logo> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 8a3 3 0 0 0 3-3 3 3 0 0 0-3-3 3 3 0 0 0-3 3 3 3 0 0 0 3 3m0 3.54C9.64 9.35 6.5 8 3 8v11c3.5 0 6.64 1.35 9 3.54 2.36-2.19 5.5-3.54 9-3.54V8c-3.5 0-6.64 1.35-9 3.54Z"/></svg> </a> <label class="md-header__button md-icon" for=__drawer> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M3 6h18v2H3V6m0 5h18v2H3v-2m0 5h18v2H3v-2Z"/></svg> </label> <div class=md-header__title data-md-component=header-title> <div class=md-header__ellipsis> <div class=md-header__topic> <span class=md-ellipsis> EDS-NLP </span> </div> <div class=md-header__topic 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</form> <div class=md-search__output> <div class=md-search__scrollwrap data-md-scrollfix> <div class=md-search-result data-md-component=search-result> <div class=md-search-result__meta> Initializing search </div> <ol class=md-search-result__list role=presentation></ol> </div> </div> </div> </div> </div> <div class=md-header__source> <a href="https://github.com/aphp/edsnlp" title="Go to repository" class=md-source data-md-component=source> <div class="md-source__icon md-icon"> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 448 512"><!-- Font Awesome Free 6.4.2 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2023 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81z"/></svg> </div> <div class=md-source__repository> aphp/edsnlp </div> </a> </div> </nav> </header> <div class=md-container data-md-component=container> <main class=md-main data-md-component=main> <div class="md-main__inner md-grid"> <div class="md-sidebar md-sidebar--primary" data-md-component=sidebar data-md-type=navigation> <div class=md-sidebar__scrollwrap> <div class=md-sidebar__inner> <nav class="md-nav md-nav--primary" aria-label=Navigation data-md-level=0> <label class=md-nav__title for=__drawer> <a href="../.." title=EDS-NLP class="md-nav__button md-logo" aria-label=EDS-NLP data-md-component=logo> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 8a3 3 0 0 0 3-3 3 3 0 0 0-3-3 3 3 0 0 0-3 3 3 3 0 0 0 3 3m0 3.54C9.64 9.35 6.5 8 3 8v11c3.5 0 6.64 1.35 9 3.54 2.36-2.19 5.5-3.54 9-3.54V8c-3.5 0-6.64 1.35-9 3.54Z"/></svg> </a> EDS-NLP </label> <div class=md-nav__source> <a href="https://github.com/aphp/edsnlp" title="Go to repository" class=md-source data-md-component=source> <div class="md-source__icon md-icon"> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 448 512"><!-- Font Awesome Free 6.4.2 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2023 Fonticons, Inc.--><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81z"/></svg> </div> <div class=md-source__repository> aphp/edsnlp </div> </a> </div> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href="../.." class=md-nav__link> <span class=md-ellipsis> Getting started </span> </a> </li> <li class=md-nav__item> <a href="https://aphp.github.io/edsnlp/demo" target=_blank class=md-nav__link> <span class=md-ellipsis> Demo </span> </a> </li> <li class="md-nav__item md-nav__item--pruned md-nav__item--nested"> <a href="../../tutorials/overview/" class=md-nav__link> <span class=md-ellipsis> Tutorials </span> <span class="md-nav__icon md-icon"></span> </a> </li> <li class="md-nav__item md-nav__item--active md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_4 checked> <div class="md-nav__link md-nav__container"> <a href="./" class="md-nav__link "> <span class=md-ellipsis> Advanced tutorials </span> </a> <label class="md-nav__link " for=__nav_4> <span class="md-nav__icon md-icon"></span> </label> </div> <nav class=md-nav data-md-level=1 aria-labelledby=__nav_4_label aria-expanded=true> <label class=md-nav__title for=__nav_4> <span class="md-nav__icon md-icon"></span> Advanced tutorials </label> <ul class=md-nav__list data-md-scrollfix> <li class="md-nav__item md-nav__item--active"> <input class="md-nav__toggle md-toggle" type=checkbox id=__toc> <a href="./" class="md-nav__link md-nav__link--active"> <span class=md-ellipsis> Overview </span> </a> </li> <li class=md-nav__item> <a href="../word-vectors/" class=md-nav__link> <span class=md-ellipsis> Word embeddings </span> </a> </li> <li class=md-nav__item> <a href="../fastapi/" class=md-nav__link> <span class=md-ellipsis> Deploying as an API </span> </a> </li> <li class=md-nav__item> <a href="https://spacy.io/usage/processing-pipelines#custom-components" target=_blank class=md-nav__link> <span class=md-ellipsis> Creating a pipeline </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--pruned md-nav__item--nested"> <a href="../../pipelines/overview/" class=md-nav__link> <span class=md-ellipsis> Pipes </span> <span class="md-nav__icon md-icon"></span> </a> </li> <li class=md-nav__item> <a href="../../tokenizers/" class=md-nav__link> <span class=md-ellipsis> Tokenizers </span> </a> </li> <li class="md-nav__item md-nav__item--pruned md-nav__item--nested"> <a href="../../utilities/connectors/overview/" class=md-nav__link> <span class=md-ellipsis> Connectors </span> <span class="md-nav__icon md-icon"></span> </a> </li> <li class="md-nav__item md-nav__item--pruned md-nav__item--nested"> <a href="../../utilities/overview/" class=md-nav__link> <span class=md-ellipsis> Utilities </span> <span class="md-nav__icon md-icon"></span> </a> </li> <li class="md-nav__item md-nav__item--pruned md-nav__item--nested"> <a href="../../reference/edsnlp/" class=md-nav__link> <span class=md-ellipsis> Code Reference </span> <span class="md-nav__icon md-icon"></span> </a> </li> <li class=md-nav__item> <a href="../../contributing/" class=md-nav__link> <span class=md-ellipsis> Contributing to EDS-NLP </span> </a> </li> <li class=md-nav__item> <a href="../../changelog/" class=md-nav__link> <span class=md-ellipsis> Changelog </span> </a> </li> </ul> </nav> </div> </div> </div> <div class="md-sidebar md-sidebar--secondary" data-md-component=sidebar data-md-type=toc> <div class=md-sidebar__scrollwrap> <div class=md-sidebar__inner> <nav class="md-nav md-nav--secondary" aria-label="Table of contents"> </nav> </div> </div> </div> <div class=md-content data-md-component=content> <article class="md-content__inner md-typeset"> <h1 id=advanced-use-cases>Advanced use cases</h1> <p>In this section, we review a few advanced use cases:</p> <ul> <li>Adding pre-computed word vectors to spaCy</li> <li>Deploying your spaCy pipeline as an API</li> <li>Creating your own component</li> </ul> <div class=footnote><hr><ol/></div> </article> </div> </div> <button type=button class="md-top md-icon" 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