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||||
<header class="md-header" data-md-component="header">
|
||||
<nav class="md-header__inner md-grid" aria-label="Header">
|
||||
<a href=".." title="Doc Search - Converse with a book (PDF)" class="md-header__button md-logo" aria-label="Doc Search - Converse with a book (PDF)" 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>
|
||||
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|
||||
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||||
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|
||||
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|
||||
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|
||||
Doc Search - Converse with a book (PDF)
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
|
||||
API documentation
|
||||
|
||||
</span>
|
||||
</div>
|
||||
</div>
|
||||
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|
||||
|
||||
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|
||||
|
||||
|
||||
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|
||||
|
||||
<label class="md-header__button md-icon" title="Switch to dark mode" for="__palette_2" hidden>
|
||||
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M17 6H7c-3.31 0-6 2.69-6 6s2.69 6 6 6h10c3.31 0 6-2.69 6-6s-2.69-6-6-6zm0 10H7c-2.21 0-4-1.79-4-4s1.79-4 4-4h10c2.21 0 4 1.79 4 4s-1.79 4-4 4zM7 9c-1.66 0-3 1.34-3 3s1.34 3 3 3 3-1.34 3-3-1.34-3-3-3z"/></svg>
|
||||
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|
||||
|
||||
|
||||
|
||||
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|
||||
|
||||
<label class="md-header__button md-icon" title="Switch to light mode" for="__palette_1" hidden>
|
||||
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M17 7H7a5 5 0 0 0-5 5 5 5 0 0 0 5 5h10a5 5 0 0 0 5-5 5 5 0 0 0-5-5m0 8a3 3 0 0 1-3-3 3 3 0 0 1 3-3 3 3 0 0 1 3 3 3 3 0 0 1-3 3Z"/></svg>
|
||||
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|
||||
|
||||
|
||||
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|
||||
|
||||
|
||||
|
||||
<label class="md-header__button md-icon" for="__search">
|
||||
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.516 6.516 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5Z"/></svg>
|
||||
</label>
|
||||
<div class="md-search" data-md-component="search" role="dialog">
|
||||
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|
||||
<div class="md-search__inner" role="search">
|
||||
<form class="md-search__form" name="search">
|
||||
<input type="text" class="md-search__input" name="query" aria-label="Search" placeholder="Search" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
|
||||
<label class="md-search__icon md-icon" for="__search">
|
||||
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.516 6.516 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5Z"/></svg>
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11h12Z"/></svg>
|
||||
</label>
|
||||
<nav class="md-search__options" aria-label="Search">
|
||||
|
||||
<button type="reset" class="md-search__icon md-icon" title="Clear" aria-label="Clear" tabindex="-1">
|
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12 19 6.41Z"/></svg>
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|
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|
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||||
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|
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<div class="md-search__output">
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<div class="md-search__scrollwrap" data-md-scrollfix>
|
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Initializing search
|
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|
||||
<ol class="md-search-result__list"></ol>
|
||||
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|
||||
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|
||||
</div>
|
||||
</div>
|
||||
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|
||||
|
||||
|
||||
<div class="md-header__source">
|
||||
<a href="https://github.com/namuan/dr-doc-search" 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 6.2.1 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 2022 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>
|
||||
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|
||||
<div class="md-source__repository">
|
||||
GitHub
|
||||
</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="Doc Search - Converse with a book (PDF)" class="md-nav__button md-logo" aria-label="Doc Search - Converse with a book (PDF)" 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>
|
||||
Doc Search - Converse with a book (PDF)
|
||||
</label>
|
||||
|
||||
<div class="md-nav__source">
|
||||
<a href="https://github.com/namuan/dr-doc-search" 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 6.2.1 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 2022 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">
|
||||
GitHub
|
||||
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|
||||
</a>
|
||||
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|
||||
|
||||
<ul class="md-nav__list" data-md-scrollfix>
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
<li class="md-nav__item">
|
||||
<a href=".." class="md-nav__link">
|
||||
Introduction
|
||||
</a>
|
||||
</li>
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
<li class="md-nav__item">
|
||||
<a href="../changelog/" class="md-nav__link">
|
||||
Changelog
|
||||
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|
||||
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|
||||
|
||||
|
||||
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
|
||||
|
||||
|
||||
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|
||||
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|
||||
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|
||||
|
||||
|
||||
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|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
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|
||||
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|
||||
Table of contents
|
||||
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|
||||
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|
||||
|
||||
<li class="md-nav__item">
|
||||
<a href="#doc_search" class="md-nav__link">
|
||||
doc_search
|
||||
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|
||||
|
||||
</li>
|
||||
|
||||
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|
||||
|
||||
</nav>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
|
||||
|
||||
|
||||
<div class="md-content" data-md-component="content">
|
||||
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|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
<h1 id="api-documentation">API documentation</h1>
|
||||
|
||||
|
||||
<div class="doc doc-object doc-module">
|
||||
|
||||
|
||||
<a id="doc_search"></a>
|
||||
<div class="doc doc-contents first">
|
||||
|
||||
|
||||
|
||||
<div class="doc doc-children">
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
</div>
|
||||
|
||||
</div>
|
||||
|
||||
</div>
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
</article>
|
||||
</div>
|
||||
|
||||
|
||||
</div>
|
||||
|
||||
</main>
|
||||
|
||||
<footer class="md-footer">
|
||||
|
||||
<div class="md-footer-meta md-typeset">
|
||||
<div class="md-footer-meta__inner md-grid">
|
||||
<div class="md-copyright">
|
||||
|
||||
|
||||
Made with
|
||||
<a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
|
||||
Material for MkDocs
|
||||
</a>
|
||||
|
||||
</div>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
</footer>
|
||||
|
||||
</div>
|
||||
<div class="md-dialog" data-md-component="dialog">
|
||||
<div class="md-dialog__inner md-typeset"></div>
|
||||
</div>
|
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|
||||
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|
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|
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|
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<script src="../assets/javascripts/bundle.5cf534bf.min.js"></script>
|
||||
|
||||
|
||||
</body>
|
||||
</html>
|
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|
||||
|
||||
/* Don't capitalize names. */
|
||||
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||||
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|
||||
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|
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|
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|
||||
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|
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|
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|
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|
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|
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|
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|
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|
||||
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|
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|
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|
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|
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|
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|
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<!doctype html>
|
||||
<html lang="en" class="no-js">
|
||||
<head>
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||||
<meta charset="utf-8">
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||||
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||||
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||||
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||||
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|
||||
<meta name="generator" content="mkdocs-1.4.2, mkdocs-material-9.0.1">
|
||||
|
||||
|
||||
|
||||
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|
||||
|
||||
|
||||
|
||||
<link rel="stylesheet" href="assets/stylesheets/main.3bd4f189.min.css">
|
||||
|
||||
|
||||
<link rel="stylesheet" href="assets/stylesheets/palette.2505c338.min.css">
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||||
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||||
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||||
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||||
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||||
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||||
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||||
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
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||||
<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>
|
||||
|
||||
|
||||
|
||||
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|
||||
|
||||
<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>
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||||
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||||
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||||
Skip to content
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||||
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</div>
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||||
<div data-md-component="announce">
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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|
||||
|
||||
|
||||
<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>
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||||
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||||
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||||
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3V6m0 5h18v2H3v-2m0 5h18v2H3v-2Z"/></svg>
|
||||
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||||
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|
||||
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|
||||
Doc Search - Converse with a book (PDF)
|
||||
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|
||||
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|
||||
<div class="md-header__topic" data-md-component="header-topic">
|
||||
<span class="md-ellipsis">
|
||||
|
||||
Introduction
|
||||
|
||||
</span>
|
||||
</div>
|
||||
</div>
|
||||
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|
||||
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|
||||
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||||
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|
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|
||||
|
||||
|
||||
|
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</nav>
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<div class="md-search-result" data-md-component="search-result">
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<div class="md-search-result__meta">
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Initializing search
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</div>
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<ol class="md-search-result__list"></ol>
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</div>
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</div>
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</div>
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</div>
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</div>
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<div class="md-header__source">
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<a href="https://github.com/namuan/dr-doc-search" title="Go to repository" class="md-source" data-md-component="source">
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</div>
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<div class="md-source__repository">
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GitHub
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</a>
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</div>
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</nav>
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<div class="md-container" data-md-component="container">
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<main class="md-main" data-md-component="main">
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<div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
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<nav class="md-nav md-nav--primary" aria-label="Navigation" data-md-level="0">
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<label class="md-nav__title" for="__drawer">
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<a href="." title="Doc Search - Converse with a book (PDF)" class="md-nav__button md-logo" aria-label="Doc Search - Converse with a book (PDF)" data-md-component="logo">
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<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>
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</a>
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Doc Search - Converse with a book (PDF)
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</label>
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<div class="md-nav__source">
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<a href="https://github.com/namuan/dr-doc-search" title="Go to repository" class="md-source" data-md-component="source">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><!--! Font Awesome Free 6.2.1 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 2022 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>
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<div class="md-source__repository">
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GitHub
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</a>
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<input class="md-nav__toggle md-toggle" data-md-toggle="toc" type="checkbox" id="__toc">
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<label class="md-nav__link md-nav__link--active" for="__toc">
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Introduction
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<span class="md-nav__icon md-icon"></span>
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</label>
|
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<a href="." class="md-nav__link md-nav__link--active">
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Introduction
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</a>
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<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
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<label class="md-nav__title" for="__toc">
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<span class="md-nav__icon md-icon"></span>
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Table of contents
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</label>
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<ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
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<li class="md-nav__item">
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Pre-requisites
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</a>
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</li>
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<li class="md-nav__item">
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Example Usage
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<li class="md-nav__item">
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<a href="#acknowledgements" class="md-nav__link">
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Acknowledgements
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Development
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<ul class="md-nav__list">
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<a href="#validating-build" class="md-nav__link">
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Validating build
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</a>
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</li>
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<li class="md-nav__item">
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<a href="#release-process" class="md-nav__link">
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Release process
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</a>
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<li class="md-nav__item">
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<a href="#disclaimer" class="md-nav__link">
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Disclaimer
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<li class="md-nav__item">
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Changelog
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</a>
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</ul>
|
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</nav>
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<div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
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<div class="md-sidebar__scrollwrap">
|
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<div class="md-sidebar__inner">
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|
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<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
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<label class="md-nav__title" for="__toc">
|
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<span class="md-nav__icon md-icon"></span>
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Table of contents
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</label>
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<ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
|
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<li class="md-nav__item">
|
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<a href="#pre-requisites" class="md-nav__link">
|
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Pre-requisites
|
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</a>
|
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|
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</li>
|
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|
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<li class="md-nav__item">
|
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<a href="#installation" class="md-nav__link">
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Installation
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</a>
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</li>
|
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|
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<li class="md-nav__item">
|
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<a href="#example-usage" class="md-nav__link">
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Example Usage
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</a>
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</li>
|
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|
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<li class="md-nav__item">
|
||||
<a href="#acknowledgements" class="md-nav__link">
|
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Acknowledgements
|
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</a>
|
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</li>
|
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|
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<li class="md-nav__item">
|
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<a href="#development" class="md-nav__link">
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Development
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</a>
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|
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<nav class="md-nav" aria-label="Development">
|
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<ul class="md-nav__list">
|
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|
||||
<li class="md-nav__item">
|
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<a href="#validating-build" class="md-nav__link">
|
||||
Validating build
|
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</a>
|
||||
|
||||
</li>
|
||||
|
||||
<li class="md-nav__item">
|
||||
<a href="#release-process" class="md-nav__link">
|
||||
Release process
|
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</a>
|
||||
|
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</li>
|
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|
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<li class="md-nav__item">
|
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<a href="#disclaimer" class="md-nav__link">
|
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Disclaimer
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</a>
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</li>
|
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|
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</ul>
|
||||
</nav>
|
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|
||||
</li>
|
||||
|
||||
</ul>
|
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|
||||
</nav>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
|
||||
|
||||
|
||||
<div class="md-content" data-md-component="content">
|
||||
<article class="md-content__inner md-typeset">
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
<h1 id="doc-search">Doc Search</h1>
|
||||
<p><a href="https://pypi.python.org/pypi/dr-doc-search/"><img alt="PyPI" src="https://img.shields.io/pypi/v/dr-doc-search?style=flat-square" /></a>
|
||||
<a href="https://pypi.python.org/pypi/dr-doc-search/"><img alt="PyPI - Python Version" src="https://img.shields.io/pypi/pyversions/dr-doc-search?style=flat-square" /></a>
|
||||
<a href="https://pypi.python.org/pypi/dr-doc-search/"><img alt="PyPI - License" src="https://img.shields.io/pypi/l/dr-doc-search?style=flat-square" /></a></p>
|
||||
<p>Converse with a book (PDF)</p>
|
||||
<p><img alt="" src="assets/dr-doc-search-github-demo.gif" /></p>
|
||||
<p>See <a href="https://twitter.com/deskriders_twt/status/1612088387984588802">tweet</a> for full demo.</p>
|
||||
<hr />
|
||||
<p><strong>Documentation</strong>: <a href="https://namuan.github.io/dr-doc-search">https://namuan.github.io/dr-doc-search</a></p>
|
||||
<p><strong>Source Code</strong>: <a href="https://github.com/namuan/dr-doc-search">https://github.com/namuan/dr-doc-search</a></p>
|
||||
<p><strong>PyPI</strong>: <a href="https://pypi.org/project/dr-doc-search/">https://pypi.org/project/dr-doc-search/</a></p>
|
||||
<hr />
|
||||
<h2 id="pre-requisites">Pre-requisites</h2>
|
||||
<ul>
|
||||
<li><a href="https://github.com/tesseract-ocr/tesseract">Tessaract OCR</a></li>
|
||||
<li><a href="https://imagemagick.org/index.php">ImageMagick</a></li>
|
||||
</ul>
|
||||
<blockquote>
|
||||
<p><strong>Note:</strong>
|
||||
If you are using Windows, then make sure that you set the location
|
||||
of ImageMagick executable in the <code>IMCONV</code> environment variable.</p>
|
||||
</blockquote>
|
||||
<pre><code class="language-shell"># For example, if you have installed ImageMagick in PROGRAMFILES\ImageMagick-7.1.0-Q16-HDRI
|
||||
set IMCONV="%PROGRAMFILES%\ImageMagick-7.1.0-Q16-HDRI\magick"
|
||||
</code></pre>
|
||||
<h2 id="installation">Installation</h2>
|
||||
<pre><code class="language-sh">pip install dr-doc-search
|
||||
</code></pre>
|
||||
<h2 id="example-usage">Example Usage</h2>
|
||||
<p>There are two steps to use this application:</p>
|
||||
<p><strong>1.</strong> First, you need to create the index and generate embeddings for the PDF file.
|
||||
Here I'm using a PDF file generated from this page <a href="http://heteconomist.com/parable-of-a-monetary-economy/">Parable of a Monetary Economy
|
||||
</a></p>
|
||||
<p>Before running this, you need to set up your OpenAI API key. You can get it from <a href="https://beta.openai.com/account/api-keys">OpenAI</a>.</p>
|
||||
<blockquote>
|
||||
<p>From version 1.5.0, you can skip OpenAI and use HuggingFace models to generate embeddings and answers.</p>
|
||||
</blockquote>
|
||||
<pre><code class="language-shell">export OPENAI_API_KEY=<your-openai-api-key>
|
||||
</code></pre>
|
||||
<p>The run the following command to start the training process:</p>
|
||||
<pre><code class="language-shell">dr-doc-search --train -i ~/Downloads/parable-of-a-monetary-economy-heteconomist.pdf
|
||||
</code></pre>
|
||||
<p>Use <code>huggingface</code> for generating embeddings:</p>
|
||||
<pre><code class="language-shell">dr-doc-search --train -i ~/Downloads/parable-of-a-monetary-economy-heteconomist.pdf --embedding huggingface
|
||||
</code></pre>
|
||||
<p>The training process generates some temporary files in the <code>OutputDir/dr-doc-search/<pdf-name></code> folder under your home directory.
|
||||
Here is what it looks like:</p>
|
||||
<pre><code class="language-text"> ~/OutputDir/dr-doc-search/parable-of-a-monetary-economy-heteconomist
|
||||
$ tree
|
||||
.
|
||||
├── images
|
||||
│ ├── output-1.png
|
||||
│ ├── output-10.png
|
||||
│ ├── output-11.png
|
||||
...
|
||||
│ └── output-9.png
|
||||
├── index
|
||||
│ ├── docsearch.index
|
||||
│ └── index.pkl
|
||||
├── parable-of-a-monetary-economy-heteconomist.pdf
|
||||
└── scanned
|
||||
├── output-1.txt
|
||||
...
|
||||
└── output-9.txt
|
||||
</code></pre>
|
||||
<blockquote>
|
||||
<p><strong>Note:</strong>
|
||||
It is possible to change the base of the output directory by providing the <code>--app-dir</code> argument.</p>
|
||||
</blockquote>
|
||||
<p><strong>2.</strong> Now that we have the index, we can use it to start asking questions.</p>
|
||||
<pre><code class="language-shell">dr-doc-search -i ~/Downloads/parable-of-a-monetary-economy-heteconomist.pdf --input-question "How did the attempt to reduce the debut resulted in decrease in employment?"
|
||||
</code></pre>
|
||||
<p>Or You can open up a web interface (on port :5006) to ask questions:</p>
|
||||
<pre><code class="language-shell">dr-doc-search --web-app -i ~/Downloads/parable-of-a-monetary-economy-heteconomist.pdf
|
||||
</code></pre>
|
||||
<p>To use <code>huggingface</code> model, provide the <code>--llm</code> argument:</p>
|
||||
<pre><code class="language-shell">dr-doc-search --web-app -i ~/Downloads/parable-of-a-monetary-economy-heteconomist.pdf --llm huggingface
|
||||
</code></pre>
|
||||
<p>There are more options for choose the start and end pages for the PDF file.
|
||||
See the help for more details:</p>
|
||||
<pre><code class="language-shell">dr-doc-search --help
|
||||
</code></pre>
|
||||
<h2 id="acknowledgements">Acknowledgements</h2>
|
||||
<ul>
|
||||
<li><a href="https://twitter.com/abacaj/status/1608163940726358024">anton/@abacaj</a> for the idea</li>
|
||||
<li><a href="https://github.com/hwchase17/langchain">LangChain</a></li>
|
||||
<li><a href="https://panel.holoviz.org/">HoloViz Panel</a></li>
|
||||
<li><a href="https://beta.openai.com/">OpenAI</a></li>
|
||||
</ul>
|
||||
<h2 id="development">Development</h2>
|
||||
<ul>
|
||||
<li>Clone this repository</li>
|
||||
<li>Requirements:</li>
|
||||
<li>Python 3.7+</li>
|
||||
<li>
|
||||
<p><a href="https://python-poetry.org/">Poetry</a></p>
|
||||
</li>
|
||||
<li>
|
||||
<p>Create a virtual environment and install the dependencies</p>
|
||||
</li>
|
||||
</ul>
|
||||
<pre><code class="language-sh">poetry install
|
||||
</code></pre>
|
||||
<ul>
|
||||
<li>Activate the virtual environment</li>
|
||||
</ul>
|
||||
<pre><code class="language-sh">poetry shell
|
||||
</code></pre>
|
||||
<h3 id="validating-build">Validating build</h3>
|
||||
<pre><code class="language-sh">make build
|
||||
</code></pre>
|
||||
<h3 id="release-process">Release process</h3>
|
||||
<p>A release is automatically published when a new version is bumped using <code>make bump</code>.
|
||||
See <code>.github/workflows/build.yml</code> for more details.
|
||||
Once the release is published, <code>.github/workflows/publish.yml</code> will automatically publish it to PyPI.</p>
|
||||
<h3 id="disclaimer">Disclaimer</h3>
|
||||
<p>This project is not affiliated with OpenAI.
|
||||
The OpenAI API and GPT-3 language model are not free after the trial period.</p>
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
|
||||
</article>
|
||||
</div>
|
||||
|
||||
|
||||
</div>
|
||||
|
||||
</main>
|
||||
|
||||
<footer class="md-footer">
|
||||
|
||||
<div class="md-footer-meta md-typeset">
|
||||
<div class="md-footer-meta__inner md-grid">
|
||||
<div class="md-copyright">
|
||||
|
||||
|
||||
Made with
|
||||
<a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
|
||||
Material for MkDocs
|
||||
</a>
|
||||
|
||||
</div>
|
||||
|
||||
</div>
|
||||
</div>
|
||||
</footer>
|
||||
|
||||
</div>
|
||||
<div class="md-dialog" data-md-component="dialog">
|
||||
<div class="md-dialog__inner md-typeset"></div>
|
||||
</div>
|
||||
|
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<script id="__config" type="application/json">{"base": ".", "features": [], "search": "assets/javascripts/workers/search.12658920.min.js", "translations": {"clipboard.copied": "Copied to clipboard", "clipboard.copy": "Copy to clipboard", "search.result.more.one": "1 more on this page", "search.result.more.other": "# more on this page", "search.result.none": "No matching documents", "search.result.one": "1 matching document", "search.result.other": "# matching documents", "search.result.placeholder": "Type to start searching", "search.result.term.missing": "Missing", "select.version": "Select version"}}</script>
|
||||
|
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|
||||
<script src="assets/javascripts/bundle.5cf534bf.min.js"></script>
|
||||
|
||||
|
||||
</body>
|
||||
</html>
|
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||||
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|
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|
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|
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|
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|
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|
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Reference in New Issue