mirror of
https://github.com/microsoft/graphrag.git
synced 2026-01-09 05:37:41 +00:00
1719 lines
55 KiB
HTML
1719 lines
55 KiB
HTML
|
|
<!doctype html>
|
|
<html lang="en" class="no-js">
|
|
<head>
|
|
|
|
<meta charset="utf-8">
|
|
<meta name="viewport" content="width=device-width,initial-scale=1">
|
|
|
|
|
|
|
|
|
|
<link rel="prev" href="../custom/">
|
|
|
|
|
|
<link rel="next" href="../../prompt_tuning/overview/">
|
|
|
|
|
|
<link rel="icon" href="../../assets/images/favicon.png">
|
|
<meta name="generator" content="mkdocs-1.6.1, mkdocs-material-9.5.40">
|
|
|
|
|
|
|
|
<title>Template - GraphRAG</title>
|
|
|
|
|
|
|
|
<link rel="stylesheet" href="../../assets/stylesheets/main.8c3ca2c6.min.css">
|
|
|
|
|
|
<link rel="stylesheet" href="../../assets/stylesheets/palette.06af60db.min.css">
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<script src="https://wcpstatic.microsoft.com/mscc/lib/v2/wcp-consent.js"></script>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<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="../../stylesheets/extra.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">
|
|
|
|
|
|
<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="#configuration-template" class="md-skip">
|
|
Skip to content
|
|
</a>
|
|
|
|
</div>
|
|
<div data-md-component="announce">
|
|
|
|
</div>
|
|
|
|
|
|
|
|
|
|
<header class="md-header" data-md-component="header">
|
|
<nav class="md-header__inner md-grid" aria-label="Header">
|
|
<a href="../.." title="GraphRAG" class="md-header__button md-logo" aria-label="GraphRAG" data-md-component="logo">
|
|
|
|
|
|
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.375 8.5a3.25 3.25 0 1 1-3.163 4h-3a3.252 3.252 0 0 1-4.443 2.509L7.214 17.76a3.25 3.25 0 1 1-1.342-.674l1.672-2.957A3.24 3.24 0 0 1 6.75 12c0-.907.371-1.727.97-2.316L6.117 6.846A3.253 3.253 0 0 1 1.875 3.75a3.25 3.25 0 1 1 5.526 2.32l1.603 2.836A3.25 3.25 0 0 1 13.093 11h3.119a3.25 3.25 0 0 1 3.163-2.5M10 10.25a1.75 1.75 0 1 0-.001 3.499A1.75 1.75 0 0 0 10 10.25M5.125 2a1.75 1.75 0 1 0 0 3.5 1.75 1.75 0 0 0 0-3.5m12.5 9.75a1.75 1.75 0 1 0 3.5 0 1.75 1.75 0 0 0-3.5 0m-14.25 8.5a1.75 1.75 0 1 0 3.501-.001 1.75 1.75 0 0 0-3.501.001"/></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 6h18v2H3zm0 5h18v2H3zm0 5h18v2H3z"/></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">
|
|
GraphRAG
|
|
</span>
|
|
</div>
|
|
<div class="md-header__topic" data-md-component="header-topic">
|
|
<span class="md-ellipsis">
|
|
|
|
Template
|
|
|
|
</span>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
|
|
|
|
<form class="md-header__option" data-md-component="palette">
|
|
|
|
|
|
|
|
|
|
<input class="md-option" data-md-color-media="" data-md-color-scheme="default" data-md-color-primary="indigo" data-md-color-accent="indigo" aria-label="Switch to dark mode" type="radio" name="__palette" id="__palette_0">
|
|
|
|
<label class="md-header__button md-icon" title="Switch to dark mode" for="__palette_1" hidden>
|
|
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 8a4 4 0 0 0-4 4 4 4 0 0 0 4 4 4 4 0 0 0 4-4 4 4 0 0 0-4-4m0 10a6 6 0 0 1-6-6 6 6 0 0 1 6-6 6 6 0 0 1 6 6 6 6 0 0 1-6 6m8-9.31V4h-4.69L12 .69 8.69 4H4v4.69L.69 12 4 15.31V20h4.69L12 23.31 15.31 20H20v-4.69L23.31 12z"/></svg>
|
|
</label>
|
|
|
|
|
|
|
|
|
|
|
|
<input class="md-option" data-md-color-media="" data-md-color-scheme="slate" data-md-color-primary="indigo" data-md-color-accent="indigo" aria-label="Switch to light mode" type="radio" name="__palette" id="__palette_1">
|
|
|
|
<label class="md-header__button md-icon" title="Switch to light mode" for="__palette_0" hidden>
|
|
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 18c-.89 0-1.74-.2-2.5-.55C11.56 16.5 13 14.42 13 12s-1.44-4.5-3.5-5.45C10.26 6.2 11.11 6 12 6a6 6 0 0 1 6 6 6 6 0 0 1-6 6m8-9.31V4h-4.69L12 .69 8.69 4H4v4.69L.69 12 4 15.31V20h4.69L12 23.31 15.31 20H20v-4.69L23.31 12z"/></svg>
|
|
</label>
|
|
|
|
|
|
</form>
|
|
|
|
|
|
|
|
<script>var palette=__md_get("__palette");if(palette&&palette.color){if("(prefers-color-scheme)"===palette.color.media){var media=matchMedia("(prefers-color-scheme: light)"),input=document.querySelector(media.matches?"[data-md-color-media='(prefers-color-scheme: light)']":"[data-md-color-media='(prefers-color-scheme: dark)']");palette.color.media=input.getAttribute("data-md-color-media"),palette.color.scheme=input.getAttribute("data-md-color-scheme"),palette.color.primary=input.getAttribute("data-md-color-primary"),palette.color.accent=input.getAttribute("data-md-color-accent")}for(var[key,value]of Object.entries(palette.color))document.body.setAttribute("data-md-color-"+key,value)}</script>
|
|
|
|
|
|
|
|
<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-.27A6.52 6.52 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 5"/></svg>
|
|
</label>
|
|
<div class="md-search" data-md-component="search" role="dialog">
|
|
<label class="md-search__overlay" for="__search"></label>
|
|
<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-.27A6.52 6.52 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 5"/></svg>
|
|
|
|
<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 11z"/></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">
|
|
|
|
<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 12z"/></svg>
|
|
</button>
|
|
</nav>
|
|
|
|
</form>
|
|
<div class="md-search__output">
|
|
<div class="md-search__scrollwrap" tabindex="0" 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/microsoft/graphrag" 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 6.6.0 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 2024 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 0-40.81"/></svg>
|
|
</div>
|
|
<div class="md-source__repository">
|
|
graphrag
|
|
</div>
|
|
</a>
|
|
</div>
|
|
|
|
</nav>
|
|
|
|
</header>
|
|
|
|
<div class="md-container" data-md-component="container">
|
|
|
|
|
|
|
|
|
|
|
|
<nav class="md-tabs" aria-label="Tabs" data-md-component="tabs">
|
|
<div class="md-grid">
|
|
<ul class="md-tabs__list">
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-tabs__item">
|
|
<a href="../.." class="md-tabs__link">
|
|
|
|
|
|
Home
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-tabs__item md-tabs__item--active">
|
|
<a href="../../index/overview/" class="md-tabs__link">
|
|
|
|
|
|
Indexing
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-tabs__item">
|
|
<a href="../../prompt_tuning/overview/" class="md-tabs__link">
|
|
|
|
|
|
Prompt Tuning
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-tabs__item">
|
|
<a href="../../query/overview/" class="md-tabs__link">
|
|
|
|
|
|
Query
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-tabs__item">
|
|
<a href="../../blog_posts/" class="md-tabs__link">
|
|
|
|
|
|
|
|
|
|
Microsoft Research Blog
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-tabs__item">
|
|
<a href="../../data/operation_dulce/ABOUT/" class="md-tabs__link">
|
|
|
|
|
|
Extras
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
</ul>
|
|
</div>
|
|
</nav>
|
|
|
|
|
|
|
|
<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 md-nav--lifted" aria-label="Navigation" data-md-level="0">
|
|
<label class="md-nav__title" for="__drawer">
|
|
<a href="../.." title="GraphRAG" class="md-nav__button md-logo" aria-label="GraphRAG" data-md-component="logo">
|
|
|
|
|
|
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19.375 8.5a3.25 3.25 0 1 1-3.163 4h-3a3.252 3.252 0 0 1-4.443 2.509L7.214 17.76a3.25 3.25 0 1 1-1.342-.674l1.672-2.957A3.24 3.24 0 0 1 6.75 12c0-.907.371-1.727.97-2.316L6.117 6.846A3.253 3.253 0 0 1 1.875 3.75a3.25 3.25 0 1 1 5.526 2.32l1.603 2.836A3.25 3.25 0 0 1 13.093 11h3.119a3.25 3.25 0 0 1 3.163-2.5M10 10.25a1.75 1.75 0 1 0-.001 3.499A1.75 1.75 0 0 0 10 10.25M5.125 2a1.75 1.75 0 1 0 0 3.5 1.75 1.75 0 0 0 0-3.5m12.5 9.75a1.75 1.75 0 1 0 3.5 0 1.75 1.75 0 0 0-3.5 0m-14.25 8.5a1.75 1.75 0 1 0 3.501-.001 1.75 1.75 0 0 0-3.501.001"/></svg>
|
|
|
|
</a>
|
|
GraphRAG
|
|
</label>
|
|
|
|
<div class="md-nav__source">
|
|
<a href="https://github.com/microsoft/graphrag" 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 6.6.0 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 2024 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 0-40.81"/></svg>
|
|
</div>
|
|
<div class="md-source__repository">
|
|
graphrag
|
|
</div>
|
|
</a>
|
|
</div>
|
|
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item md-nav__item--nested">
|
|
|
|
|
|
|
|
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_1" >
|
|
|
|
|
|
<label class="md-nav__link" for="__nav_1" id="__nav_1_label" tabindex="0">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Home
|
|
</span>
|
|
|
|
|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
|
|
|
<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_1_label" aria-expanded="false">
|
|
<label class="md-nav__title" for="__nav_1">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
Home
|
|
</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../.." class="md-nav__link">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Welcome
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../../get_started/" class="md-nav__link">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Getting Started
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../../developing/" class="md-nav__link">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Development Guide
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
</ul>
|
|
</nav>
|
|
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested">
|
|
|
|
|
|
|
|
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_2" checked>
|
|
|
|
|
|
<label class="md-nav__link" for="__nav_2" id="__nav_2_label" tabindex="">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Indexing
|
|
</span>
|
|
|
|
|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
|
|
|
<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_2_label" aria-expanded="true">
|
|
<label class="md-nav__title" for="__nav_2">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
Indexing
|
|
</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../../index/overview/" class="md-nav__link">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Overview
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../../index/architecture/" class="md-nav__link">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Architecture
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../../index/default_dataflow/" class="md-nav__link">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Dataflow
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../../index/cli/" class="md-nav__link">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
CLI
|
|
</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_2_5" checked>
|
|
|
|
|
|
<label class="md-nav__link" for="__nav_2_5" id="__nav_2_5_label" tabindex="0">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Configuration
|
|
</span>
|
|
|
|
|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
|
|
|
<nav class="md-nav" data-md-level="2" aria-labelledby="__nav_2_5_label" aria-expanded="true">
|
|
<label class="md-nav__title" for="__nav_2_5">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
Configuration
|
|
</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../overview/" class="md-nav__link">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Overview
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../init/" class="md-nav__link">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Init Command
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../env_vars/" class="md-nav__link">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Using Env Vars
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../json_yaml/" class="md-nav__link">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Using JSON or YAML
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../custom/" class="md-nav__link">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Fully Custom
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item md-nav__item--active">
|
|
|
|
<input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
|
|
|
|
|
|
|
|
|
|
|
|
<label class="md-nav__link md-nav__link--active" for="__toc">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Template
|
|
</span>
|
|
|
|
|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
|
|
|
<a href="./" class="md-nav__link md-nav__link--active">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Template
|
|
</span>
|
|
|
|
|
|
</a>
|
|
|
|
|
|
|
|
<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<label class="md-nav__title" for="__toc">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
Table of contents
|
|
</label>
|
|
<ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
|
|
|
|
<li class="md-nav__item">
|
|
<a href="#env-file-template" class="md-nav__link">
|
|
<span class="md-ellipsis">
|
|
.env File Template
|
|
</span>
|
|
</a>
|
|
|
|
<nav class="md-nav" aria-label=".env File Template">
|
|
<ul class="md-nav__list">
|
|
|
|
<li class="md-nav__item">
|
|
<a href="#minimal-configuration" class="md-nav__link">
|
|
<span class="md-ellipsis">
|
|
Minimal Configuration
|
|
</span>
|
|
</a>
|
|
|
|
</li>
|
|
|
|
<li class="md-nav__item">
|
|
<a href="#full-configuration" class="md-nav__link">
|
|
<span class="md-ellipsis">
|
|
Full Configuration
|
|
</span>
|
|
</a>
|
|
|
|
</li>
|
|
|
|
</ul>
|
|
</nav>
|
|
|
|
</li>
|
|
|
|
</ul>
|
|
|
|
</nav>
|
|
|
|
</li>
|
|
|
|
|
|
|
|
|
|
</ul>
|
|
</nav>
|
|
|
|
</li>
|
|
|
|
|
|
|
|
|
|
</ul>
|
|
</nav>
|
|
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item md-nav__item--nested">
|
|
|
|
|
|
|
|
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_3" >
|
|
|
|
|
|
<label class="md-nav__link" for="__nav_3" id="__nav_3_label" tabindex="0">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Prompt Tuning
|
|
</span>
|
|
|
|
|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
|
|
|
<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_3_label" aria-expanded="false">
|
|
<label class="md-nav__title" for="__nav_3">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
Prompt Tuning
|
|
</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../../prompt_tuning/overview/" class="md-nav__link">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Overview
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../../prompt_tuning/auto_prompt_tuning/" class="md-nav__link">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Auto Tuning
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../../prompt_tuning/manual_prompt_tuning/" class="md-nav__link">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Manual Tuning
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
</ul>
|
|
</nav>
|
|
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item md-nav__item--nested">
|
|
|
|
|
|
|
|
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4" >
|
|
|
|
|
|
<label class="md-nav__link" for="__nav_4" id="__nav_4_label" tabindex="0">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Query
|
|
</span>
|
|
|
|
|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
|
|
|
<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_4_label" aria-expanded="false">
|
|
<label class="md-nav__title" for="__nav_4">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
Query
|
|
</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../../query/overview/" class="md-nav__link">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Overview
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../../query/local_search/" class="md-nav__link">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Local Search
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../../query/question_generation/" class="md-nav__link">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Question Generation
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../../query/global_search/" class="md-nav__link">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Global Search
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../../query/cli/" class="md-nav__link">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
CLI
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item md-nav__item--nested">
|
|
|
|
|
|
|
|
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_4_6" >
|
|
|
|
|
|
<label class="md-nav__link" for="__nav_4_6" id="__nav_4_6_label" tabindex="0">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Notebooks
|
|
</span>
|
|
|
|
|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
|
|
|
<nav class="md-nav" data-md-level="2" aria-labelledby="__nav_4_6_label" aria-expanded="false">
|
|
<label class="md-nav__title" for="__nav_4_6">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
Notebooks
|
|
</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../../query/notebooks/overview/" class="md-nav__link">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Overview
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../../examples_notebooks/global_search/" class="md-nav__link">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Global Search
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../../examples_notebooks/local_search/" class="md-nav__link">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Local Search
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
</ul>
|
|
</nav>
|
|
|
|
</li>
|
|
|
|
|
|
|
|
|
|
</ul>
|
|
</nav>
|
|
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../../blog_posts/" class="md-nav__link">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Microsoft Research Blog
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item md-nav__item--nested">
|
|
|
|
|
|
|
|
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6" >
|
|
|
|
|
|
<label class="md-nav__link" for="__nav_6" id="__nav_6_label" tabindex="0">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Extras
|
|
</span>
|
|
|
|
|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
|
|
|
<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_6_label" aria-expanded="false">
|
|
<label class="md-nav__title" for="__nav_6">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
Extras
|
|
</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item md-nav__item--nested">
|
|
|
|
|
|
|
|
<input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6_1" >
|
|
|
|
|
|
<label class="md-nav__link" for="__nav_6_1" id="__nav_6_1_label" tabindex="0">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Operation Dulce
|
|
</span>
|
|
|
|
|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
|
|
|
<nav class="md-nav" data-md-level="2" aria-labelledby="__nav_6_1_label" aria-expanded="false">
|
|
<label class="md-nav__title" for="__nav_6_1">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
Operation Dulce
|
|
</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../../data/operation_dulce/ABOUT/" class="md-nav__link">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
About
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../../data/operation_dulce/Operation%20Dulce%20v2%201%201/" class="md-nav__link">
|
|
|
|
|
|
<span class="md-ellipsis">
|
|
Document
|
|
</span>
|
|
|
|
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
</ul>
|
|
</nav>
|
|
|
|
</li>
|
|
|
|
|
|
|
|
|
|
</ul>
|
|
</nav>
|
|
|
|
</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">
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<label class="md-nav__title" for="__toc">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
Table of contents
|
|
</label>
|
|
<ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
|
|
|
|
<li class="md-nav__item">
|
|
<a href="#env-file-template" class="md-nav__link">
|
|
<span class="md-ellipsis">
|
|
.env File Template
|
|
</span>
|
|
</a>
|
|
|
|
<nav class="md-nav" aria-label=".env File Template">
|
|
<ul class="md-nav__list">
|
|
|
|
<li class="md-nav__item">
|
|
<a href="#minimal-configuration" class="md-nav__link">
|
|
<span class="md-ellipsis">
|
|
Minimal Configuration
|
|
</span>
|
|
</a>
|
|
|
|
</li>
|
|
|
|
<li class="md-nav__item">
|
|
<a href="#full-configuration" class="md-nav__link">
|
|
<span class="md-ellipsis">
|
|
Full Configuration
|
|
</span>
|
|
</a>
|
|
|
|
</li>
|
|
|
|
</ul>
|
|
</nav>
|
|
|
|
</li>
|
|
|
|
</ul>
|
|
|
|
</nav>
|
|
</div>
|
|
</div>
|
|
</div>
|
|
|
|
|
|
|
|
<div class="md-content" data-md-component="content">
|
|
<article class="md-content__inner md-typeset">
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<h1 id="configuration-template">Configuration Template</h1>
|
|
<p>The following template can be used and stored as a <code>.env</code> in the the directory where you're are pointing
|
|
the <code>--root</code> parameter on your Indexing Pipeline execution.</p>
|
|
<p>For details about how to run the Indexing Pipeline, refer to the <a href="../../index/cli/">Index CLI</a> documentation.</p>
|
|
<h2 id="env-file-template">.env File Template</h2>
|
|
<p>Required variables are uncommented. All the optional configuration can be turned on or off as needed.</p>
|
|
<h3 id="minimal-configuration">Minimal Configuration</h3>
|
|
<div class="highlight"><pre><span></span><code><a id="__codelineno-0-1" name="__codelineno-0-1" href="#__codelineno-0-1"></a><span class="c1"># Base LLM Settings</span>
|
|
<a id="__codelineno-0-2" name="__codelineno-0-2" href="#__codelineno-0-2"></a><span class="nv">GRAPHRAG_API_KEY</span><span class="o">=</span><span class="s2">"your_api_key"</span>
|
|
<a id="__codelineno-0-3" name="__codelineno-0-3" href="#__codelineno-0-3"></a><span class="nv">GRAPHRAG_API_BASE</span><span class="o">=</span><span class="s2">"http://<domain>.openai.azure.com"</span><span class="w"> </span><span class="c1"># For Azure OpenAI Users</span>
|
|
<a id="__codelineno-0-4" name="__codelineno-0-4" href="#__codelineno-0-4"></a><span class="nv">GRAPHRAG_API_VERSION</span><span class="o">=</span><span class="s2">"api_version"</span><span class="w"> </span><span class="c1"># For Azure OpenAI Users</span>
|
|
<a id="__codelineno-0-5" name="__codelineno-0-5" href="#__codelineno-0-5"></a>
|
|
<a id="__codelineno-0-6" name="__codelineno-0-6" href="#__codelineno-0-6"></a><span class="c1"># Text Generation Settings</span>
|
|
<a id="__codelineno-0-7" name="__codelineno-0-7" href="#__codelineno-0-7"></a><span class="nv">GRAPHRAG_LLM_TYPE</span><span class="o">=</span><span class="s2">"azure_openai_chat"</span><span class="w"> </span><span class="c1"># or openai_chat</span>
|
|
<a id="__codelineno-0-8" name="__codelineno-0-8" href="#__codelineno-0-8"></a><span class="nv">GRAPHRAG_LLM_DEPLOYMENT_NAME</span><span class="o">=</span><span class="s2">"gpt-4-turbo-preview"</span>
|
|
<a id="__codelineno-0-9" name="__codelineno-0-9" href="#__codelineno-0-9"></a><span class="nv">GRAPHRAG_LLM_MODEL_SUPPORTS_JSON</span><span class="o">=</span>True
|
|
<a id="__codelineno-0-10" name="__codelineno-0-10" href="#__codelineno-0-10"></a>
|
|
<a id="__codelineno-0-11" name="__codelineno-0-11" href="#__codelineno-0-11"></a><span class="c1"># Text Embedding Settings</span>
|
|
<a id="__codelineno-0-12" name="__codelineno-0-12" href="#__codelineno-0-12"></a><span class="nv">GRAPHRAG_EMBEDDING_TYPE</span><span class="o">=</span><span class="s2">"azure_openai_embedding"</span><span class="w"> </span><span class="c1"># or openai_embedding</span>
|
|
<a id="__codelineno-0-13" name="__codelineno-0-13" href="#__codelineno-0-13"></a><span class="nv">GRAPHRAG_LLM_DEPLOYMENT_NAME</span><span class="o">=</span><span class="s2">"text-embedding-3-small"</span>
|
|
<a id="__codelineno-0-14" name="__codelineno-0-14" href="#__codelineno-0-14"></a>
|
|
<a id="__codelineno-0-15" name="__codelineno-0-15" href="#__codelineno-0-15"></a><span class="c1"># Data Mapping Settings</span>
|
|
<a id="__codelineno-0-16" name="__codelineno-0-16" href="#__codelineno-0-16"></a><span class="nv">GRAPHRAG_INPUT_TYPE</span><span class="o">=</span><span class="s2">"text"</span>
|
|
</code></pre></div>
|
|
<h3 id="full-configuration">Full Configuration</h3>
|
|
<div class="highlight"><pre><span></span><code><a id="__codelineno-1-1" name="__codelineno-1-1" href="#__codelineno-1-1"></a><span class="c1"># Required LLM Config</span>
|
|
<a id="__codelineno-1-2" name="__codelineno-1-2" href="#__codelineno-1-2"></a>
|
|
<a id="__codelineno-1-3" name="__codelineno-1-3" href="#__codelineno-1-3"></a><span class="c1"># Input Data Configuration</span>
|
|
<a id="__codelineno-1-4" name="__codelineno-1-4" href="#__codelineno-1-4"></a><span class="nv">GRAPHRAG_INPUT_TYPE</span><span class="o">=</span><span class="s2">"file"</span>
|
|
<a id="__codelineno-1-5" name="__codelineno-1-5" href="#__codelineno-1-5"></a>
|
|
<a id="__codelineno-1-6" name="__codelineno-1-6" href="#__codelineno-1-6"></a><span class="c1"># Plaintext Input Data Configuration</span>
|
|
<a id="__codelineno-1-7" name="__codelineno-1-7" href="#__codelineno-1-7"></a><span class="c1"># GRAPHRAG_INPUT_FILE_PATTERN=.*\.txt</span>
|
|
<a id="__codelineno-1-8" name="__codelineno-1-8" href="#__codelineno-1-8"></a>
|
|
<a id="__codelineno-1-9" name="__codelineno-1-9" href="#__codelineno-1-9"></a><span class="c1"># Text Input Data Configuration</span>
|
|
<a id="__codelineno-1-10" name="__codelineno-1-10" href="#__codelineno-1-10"></a><span class="nv">GRAPHRAG_INPUT_FILE_TYPE</span><span class="o">=</span><span class="s2">"text"</span>
|
|
<a id="__codelineno-1-11" name="__codelineno-1-11" href="#__codelineno-1-11"></a><span class="nv">GRAPHRAG_INPUT_FILE_PATTERN</span><span class="o">=</span><span class="s2">".*\.txt</span>$<span class="s2">"</span>
|
|
<a id="__codelineno-1-12" name="__codelineno-1-12" href="#__codelineno-1-12"></a><span class="nv">GRAPHRAG_INPUT_SOURCE_COLUMN</span><span class="o">=</span><span class="nb">source</span>
|
|
<a id="__codelineno-1-13" name="__codelineno-1-13" href="#__codelineno-1-13"></a><span class="c1"># GRAPHRAG_INPUT_TIMESTAMP_COLUMN=None</span>
|
|
<a id="__codelineno-1-14" name="__codelineno-1-14" href="#__codelineno-1-14"></a><span class="c1"># GRAPHRAG_INPUT_TIMESTAMP_FORMAT=None</span>
|
|
<a id="__codelineno-1-15" name="__codelineno-1-15" href="#__codelineno-1-15"></a><span class="c1"># GRAPHRAG_INPUT_TEXT_COLUMN="text"</span>
|
|
<a id="__codelineno-1-16" name="__codelineno-1-16" href="#__codelineno-1-16"></a><span class="c1"># GRAPHRAG_INPUT_ATTRIBUTE_COLUMNS=id</span>
|
|
<a id="__codelineno-1-17" name="__codelineno-1-17" href="#__codelineno-1-17"></a><span class="c1"># GRAPHRAG_INPUT_TITLE_COLUMN="title"</span>
|
|
<a id="__codelineno-1-18" name="__codelineno-1-18" href="#__codelineno-1-18"></a><span class="c1"># GRAPHRAG_INPUT_TYPE="file"</span>
|
|
<a id="__codelineno-1-19" name="__codelineno-1-19" href="#__codelineno-1-19"></a><span class="c1"># GRAPHRAG_INPUT_CONNECTION_STRING=None</span>
|
|
<a id="__codelineno-1-20" name="__codelineno-1-20" href="#__codelineno-1-20"></a><span class="c1"># GRAPHRAG_INPUT_CONTAINER_NAME=None</span>
|
|
<a id="__codelineno-1-21" name="__codelineno-1-21" href="#__codelineno-1-21"></a><span class="c1"># GRAPHRAG_INPUT_BASE_DIR=None</span>
|
|
<a id="__codelineno-1-22" name="__codelineno-1-22" href="#__codelineno-1-22"></a>
|
|
<a id="__codelineno-1-23" name="__codelineno-1-23" href="#__codelineno-1-23"></a><span class="c1"># Base LLM Settings</span>
|
|
<a id="__codelineno-1-24" name="__codelineno-1-24" href="#__codelineno-1-24"></a><span class="nv">GRAPHRAG_API_KEY</span><span class="o">=</span><span class="s2">"your_api_key"</span>
|
|
<a id="__codelineno-1-25" name="__codelineno-1-25" href="#__codelineno-1-25"></a><span class="nv">GRAPHRAG_API_BASE</span><span class="o">=</span><span class="s2">"http://<domain>.openai.azure.com"</span><span class="w"> </span><span class="c1"># For Azure OpenAI Users</span>
|
|
<a id="__codelineno-1-26" name="__codelineno-1-26" href="#__codelineno-1-26"></a><span class="nv">GRAPHRAG_API_VERSION</span><span class="o">=</span><span class="s2">"api_version"</span><span class="w"> </span><span class="c1"># For Azure OpenAI Users</span>
|
|
<a id="__codelineno-1-27" name="__codelineno-1-27" href="#__codelineno-1-27"></a><span class="c1"># GRAPHRAG_API_ORGANIZATION=None</span>
|
|
<a id="__codelineno-1-28" name="__codelineno-1-28" href="#__codelineno-1-28"></a><span class="c1"># GRAPHRAG_API_PROXY=None</span>
|
|
<a id="__codelineno-1-29" name="__codelineno-1-29" href="#__codelineno-1-29"></a>
|
|
<a id="__codelineno-1-30" name="__codelineno-1-30" href="#__codelineno-1-30"></a><span class="c1"># Text Generation Settings</span>
|
|
<a id="__codelineno-1-31" name="__codelineno-1-31" href="#__codelineno-1-31"></a><span class="c1"># GRAPHRAG_LLM_TYPE=openai_chat</span>
|
|
<a id="__codelineno-1-32" name="__codelineno-1-32" href="#__codelineno-1-32"></a><span class="nv">GRAPHRAG_LLM_API_KEY</span><span class="o">=</span><span class="s2">"your_api_key"</span><span class="w"> </span><span class="c1"># If GRAPHRAG_API_KEY is not set</span>
|
|
<a id="__codelineno-1-33" name="__codelineno-1-33" href="#__codelineno-1-33"></a><span class="nv">GRAPHRAG_LLM_API_BASE</span><span class="o">=</span><span class="s2">"http://<domain>.openai.azure.com"</span><span class="w"> </span><span class="c1"># For Azure OpenAI Users and if GRAPHRAG_API_BASE is not set</span>
|
|
<a id="__codelineno-1-34" name="__codelineno-1-34" href="#__codelineno-1-34"></a><span class="nv">GRAPHRAG_LLM_API_VERSION</span><span class="o">=</span><span class="s2">"api_version"</span><span class="w"> </span><span class="c1"># For Azure OpenAI Users and if GRAPHRAG_API_VERSION is not set</span>
|
|
<a id="__codelineno-1-35" name="__codelineno-1-35" href="#__codelineno-1-35"></a><span class="nv">GRAPHRAG_LLM_MODEL_SUPPORTS_JSON</span><span class="o">=</span>True<span class="w"> </span><span class="c1"># Suggested by default</span>
|
|
<a id="__codelineno-1-36" name="__codelineno-1-36" href="#__codelineno-1-36"></a><span class="c1"># GRAPHRAG_LLM_API_ORGANIZATION=None</span>
|
|
<a id="__codelineno-1-37" name="__codelineno-1-37" href="#__codelineno-1-37"></a><span class="c1"># GRAPHRAG_LLM_API_PROXY=None</span>
|
|
<a id="__codelineno-1-38" name="__codelineno-1-38" href="#__codelineno-1-38"></a><span class="c1"># GRAPHRAG_LLM_DEPLOYMENT_NAME=None</span>
|
|
<a id="__codelineno-1-39" name="__codelineno-1-39" href="#__codelineno-1-39"></a><span class="c1"># GRAPHRAG_LLM_MODEL=gpt-4-turbo-preview</span>
|
|
<a id="__codelineno-1-40" name="__codelineno-1-40" href="#__codelineno-1-40"></a><span class="c1"># GRAPHRAG_LLM_MAX_TOKENS=4000</span>
|
|
<a id="__codelineno-1-41" name="__codelineno-1-41" href="#__codelineno-1-41"></a><span class="c1"># GRAPHRAG_LLM_REQUEST_TIMEOUT=180</span>
|
|
<a id="__codelineno-1-42" name="__codelineno-1-42" href="#__codelineno-1-42"></a><span class="c1"># GRAPHRAG_LLM_THREAD_COUNT=50</span>
|
|
<a id="__codelineno-1-43" name="__codelineno-1-43" href="#__codelineno-1-43"></a><span class="c1"># GRAPHRAG_LLM_THREAD_STAGGER=0.3</span>
|
|
<a id="__codelineno-1-44" name="__codelineno-1-44" href="#__codelineno-1-44"></a><span class="c1"># GRAPHRAG_LLM_CONCURRENT_REQUESTS=25</span>
|
|
<a id="__codelineno-1-45" name="__codelineno-1-45" href="#__codelineno-1-45"></a><span class="c1"># GRAPHRAG_LLM_TPM=0</span>
|
|
<a id="__codelineno-1-46" name="__codelineno-1-46" href="#__codelineno-1-46"></a><span class="c1"># GRAPHRAG_LLM_RPM=0</span>
|
|
<a id="__codelineno-1-47" name="__codelineno-1-47" href="#__codelineno-1-47"></a><span class="c1"># GRAPHRAG_LLM_MAX_RETRIES=10</span>
|
|
<a id="__codelineno-1-48" name="__codelineno-1-48" href="#__codelineno-1-48"></a><span class="c1"># GRAPHRAG_LLM_MAX_RETRY_WAIT=10</span>
|
|
<a id="__codelineno-1-49" name="__codelineno-1-49" href="#__codelineno-1-49"></a><span class="c1"># GRAPHRAG_LLM_SLEEP_ON_RATE_LIMIT_RECOMMENDATION=True</span>
|
|
<a id="__codelineno-1-50" name="__codelineno-1-50" href="#__codelineno-1-50"></a>
|
|
<a id="__codelineno-1-51" name="__codelineno-1-51" href="#__codelineno-1-51"></a><span class="c1"># Text Embedding Settings</span>
|
|
<a id="__codelineno-1-52" name="__codelineno-1-52" href="#__codelineno-1-52"></a><span class="c1"># GRAPHRAG_EMBEDDING_TYPE=openai_embedding</span>
|
|
<a id="__codelineno-1-53" name="__codelineno-1-53" href="#__codelineno-1-53"></a><span class="nv">GRAPHRAG_EMBEDDING_API_KEY</span><span class="o">=</span><span class="s2">"your_api_key"</span><span class="w"> </span><span class="c1"># If GRAPHRAG_API_KEY is not set</span>
|
|
<a id="__codelineno-1-54" name="__codelineno-1-54" href="#__codelineno-1-54"></a><span class="nv">GRAPHRAG_EMBEDDING_API_BASE</span><span class="o">=</span><span class="s2">"http://<domain>.openai.azure.com"</span><span class="w"> </span><span class="c1"># For Azure OpenAI Users and if GRAPHRAG_API_BASE is not set</span>
|
|
<a id="__codelineno-1-55" name="__codelineno-1-55" href="#__codelineno-1-55"></a><span class="nv">GRAPHRAG_EMBEDDING_API_VERSION</span><span class="o">=</span><span class="s2">"api_version"</span><span class="w"> </span><span class="c1"># For Azure OpenAI Users and if GRAPHRAG_API_VERSION is not set</span>
|
|
<a id="__codelineno-1-56" name="__codelineno-1-56" href="#__codelineno-1-56"></a><span class="c1"># GRAPHRAG_EMBEDDING_API_ORGANIZATION=None</span>
|
|
<a id="__codelineno-1-57" name="__codelineno-1-57" href="#__codelineno-1-57"></a><span class="c1"># GRAPHRAG_EMBEDDING_API_PROXY=None</span>
|
|
<a id="__codelineno-1-58" name="__codelineno-1-58" href="#__codelineno-1-58"></a><span class="c1"># GRAPHRAG_EMBEDDING_DEPLOYMENT_NAME=None</span>
|
|
<a id="__codelineno-1-59" name="__codelineno-1-59" href="#__codelineno-1-59"></a><span class="c1"># GRAPHRAG_EMBEDDING_MODEL=text-embedding-3-small</span>
|
|
<a id="__codelineno-1-60" name="__codelineno-1-60" href="#__codelineno-1-60"></a><span class="c1"># GRAPHRAG_EMBEDDING_BATCH_SIZE=16</span>
|
|
<a id="__codelineno-1-61" name="__codelineno-1-61" href="#__codelineno-1-61"></a><span class="c1"># GRAPHRAG_EMBEDDING_BATCH_MAX_TOKENS=8191</span>
|
|
<a id="__codelineno-1-62" name="__codelineno-1-62" href="#__codelineno-1-62"></a><span class="c1"># GRAPHRAG_EMBEDDING_TARGET=required</span>
|
|
<a id="__codelineno-1-63" name="__codelineno-1-63" href="#__codelineno-1-63"></a><span class="c1"># GRAPHRAG_EMBEDDING_SKIP=None</span>
|
|
<a id="__codelineno-1-64" name="__codelineno-1-64" href="#__codelineno-1-64"></a><span class="c1"># GRAPHRAG_EMBEDDING_THREAD_COUNT=None</span>
|
|
<a id="__codelineno-1-65" name="__codelineno-1-65" href="#__codelineno-1-65"></a><span class="c1"># GRAPHRAG_EMBEDDING_THREAD_STAGGER=50</span>
|
|
<a id="__codelineno-1-66" name="__codelineno-1-66" href="#__codelineno-1-66"></a><span class="c1"># GRAPHRAG_EMBEDDING_CONCURRENT_REQUESTS=25</span>
|
|
<a id="__codelineno-1-67" name="__codelineno-1-67" href="#__codelineno-1-67"></a><span class="c1"># GRAPHRAG_EMBEDDING_TPM=0</span>
|
|
<a id="__codelineno-1-68" name="__codelineno-1-68" href="#__codelineno-1-68"></a><span class="c1"># GRAPHRAG_EMBEDDING_RPM=0</span>
|
|
<a id="__codelineno-1-69" name="__codelineno-1-69" href="#__codelineno-1-69"></a><span class="c1"># GRAPHRAG_EMBEDDING_MAX_RETRIES=10</span>
|
|
<a id="__codelineno-1-70" name="__codelineno-1-70" href="#__codelineno-1-70"></a><span class="c1"># GRAPHRAG_EMBEDDING_MAX_RETRY_WAIT=10</span>
|
|
<a id="__codelineno-1-71" name="__codelineno-1-71" href="#__codelineno-1-71"></a><span class="c1"># GRAPHRAG_EMBEDDING_SLEEP_ON_RATE_LIMIT_RECOMMENDATION=True</span>
|
|
<a id="__codelineno-1-72" name="__codelineno-1-72" href="#__codelineno-1-72"></a>
|
|
<a id="__codelineno-1-73" name="__codelineno-1-73" href="#__codelineno-1-73"></a><span class="c1"># Data Mapping Settings</span>
|
|
<a id="__codelineno-1-74" name="__codelineno-1-74" href="#__codelineno-1-74"></a><span class="c1"># GRAPHRAG_INPUT_ENCODING=utf-8</span>
|
|
<a id="__codelineno-1-75" name="__codelineno-1-75" href="#__codelineno-1-75"></a>
|
|
<a id="__codelineno-1-76" name="__codelineno-1-76" href="#__codelineno-1-76"></a><span class="c1"># Data Chunking</span>
|
|
<a id="__codelineno-1-77" name="__codelineno-1-77" href="#__codelineno-1-77"></a><span class="c1"># GRAPHRAG_CHUNK_SIZE=1200</span>
|
|
<a id="__codelineno-1-78" name="__codelineno-1-78" href="#__codelineno-1-78"></a><span class="c1"># GRAPHRAG_CHUNK_OVERLAP=100</span>
|
|
<a id="__codelineno-1-79" name="__codelineno-1-79" href="#__codelineno-1-79"></a><span class="c1"># GRAPHRAG_CHUNK_BY_COLUMNS=id</span>
|
|
<a id="__codelineno-1-80" name="__codelineno-1-80" href="#__codelineno-1-80"></a>
|
|
<a id="__codelineno-1-81" name="__codelineno-1-81" href="#__codelineno-1-81"></a><span class="c1"># Prompting Overrides</span>
|
|
<a id="__codelineno-1-82" name="__codelineno-1-82" href="#__codelineno-1-82"></a><span class="c1"># GRAPHRAG_ENTITY_EXTRACTION_PROMPT_FILE=None</span>
|
|
<a id="__codelineno-1-83" name="__codelineno-1-83" href="#__codelineno-1-83"></a><span class="c1"># GRAPHRAG_ENTITY_EXTRACTION_MAX_GLEANINGS=1</span>
|
|
<a id="__codelineno-1-84" name="__codelineno-1-84" href="#__codelineno-1-84"></a><span class="c1"># GRAPHRAG_ENTITY_EXTRACTION_ENTITY_TYPES=organization,person,event,geo</span>
|
|
<a id="__codelineno-1-85" name="__codelineno-1-85" href="#__codelineno-1-85"></a><span class="c1"># GRAPHRAG_SUMMARIZE_DESCRIPTIONS_PROMPT_FILE=None</span>
|
|
<a id="__codelineno-1-86" name="__codelineno-1-86" href="#__codelineno-1-86"></a><span class="c1"># GRAPHRAG_SUMMARIZE_DESCRIPTIONS_MAX_LENGTH=500</span>
|
|
<a id="__codelineno-1-87" name="__codelineno-1-87" href="#__codelineno-1-87"></a><span class="c1"># GRAPHRAG_CLAIM_EXTRACTION_DESCRIPTION="Any claims or facts that could be relevant to threat analysis."</span>
|
|
<a id="__codelineno-1-88" name="__codelineno-1-88" href="#__codelineno-1-88"></a><span class="c1"># GRAPHRAG_CLAIM_EXTRACTION_PROMPT_FILE=None</span>
|
|
<a id="__codelineno-1-89" name="__codelineno-1-89" href="#__codelineno-1-89"></a><span class="c1"># GRAPHRAG_CLAIM_EXTRACTION_MAX_GLEANINGS=1</span>
|
|
<a id="__codelineno-1-90" name="__codelineno-1-90" href="#__codelineno-1-90"></a><span class="c1"># GRAPHRAG_COMMUNITY_REPORT_PROMPT_FILE=None</span>
|
|
<a id="__codelineno-1-91" name="__codelineno-1-91" href="#__codelineno-1-91"></a><span class="c1"># GRAPHRAG_COMMUNITY_REPORT_MAX_LENGTH=1500</span>
|
|
<a id="__codelineno-1-92" name="__codelineno-1-92" href="#__codelineno-1-92"></a>
|
|
<a id="__codelineno-1-93" name="__codelineno-1-93" href="#__codelineno-1-93"></a><span class="c1"># Storage</span>
|
|
<a id="__codelineno-1-94" name="__codelineno-1-94" href="#__codelineno-1-94"></a><span class="c1"># GRAPHRAG_STORAGE_TYPE=file</span>
|
|
<a id="__codelineno-1-95" name="__codelineno-1-95" href="#__codelineno-1-95"></a><span class="c1"># GRAPHRAG_STORAGE_CONNECTION_STRING=None</span>
|
|
<a id="__codelineno-1-96" name="__codelineno-1-96" href="#__codelineno-1-96"></a><span class="c1"># GRAPHRAG_STORAGE_CONTAINER_NAME=None</span>
|
|
<a id="__codelineno-1-97" name="__codelineno-1-97" href="#__codelineno-1-97"></a><span class="c1"># GRAPHRAG_STORAGE_BASE_DIR=None</span>
|
|
<a id="__codelineno-1-98" name="__codelineno-1-98" href="#__codelineno-1-98"></a>
|
|
<a id="__codelineno-1-99" name="__codelineno-1-99" href="#__codelineno-1-99"></a><span class="c1"># Cache</span>
|
|
<a id="__codelineno-1-100" name="__codelineno-1-100" href="#__codelineno-1-100"></a><span class="c1"># GRAPHRAG_CACHE_TYPE=file</span>
|
|
<a id="__codelineno-1-101" name="__codelineno-1-101" href="#__codelineno-1-101"></a><span class="c1"># GRAPHRAG_CACHE_CONNECTION_STRING=None</span>
|
|
<a id="__codelineno-1-102" name="__codelineno-1-102" href="#__codelineno-1-102"></a><span class="c1"># GRAPHRAG_CACHE_CONTAINER_NAME=None</span>
|
|
<a id="__codelineno-1-103" name="__codelineno-1-103" href="#__codelineno-1-103"></a><span class="c1"># GRAPHRAG_CACHE_BASE_DIR=None</span>
|
|
<a id="__codelineno-1-104" name="__codelineno-1-104" href="#__codelineno-1-104"></a>
|
|
<a id="__codelineno-1-105" name="__codelineno-1-105" href="#__codelineno-1-105"></a><span class="c1"># Reporting</span>
|
|
<a id="__codelineno-1-106" name="__codelineno-1-106" href="#__codelineno-1-106"></a><span class="c1"># GRAPHRAG_REPORTING_TYPE=file</span>
|
|
<a id="__codelineno-1-107" name="__codelineno-1-107" href="#__codelineno-1-107"></a><span class="c1"># GRAPHRAG_REPORTING_CONNECTION_STRING=None</span>
|
|
<a id="__codelineno-1-108" name="__codelineno-1-108" href="#__codelineno-1-108"></a><span class="c1"># GRAPHRAG_REPORTING_CONTAINER_NAME=None</span>
|
|
<a id="__codelineno-1-109" name="__codelineno-1-109" href="#__codelineno-1-109"></a><span class="c1"># GRAPHRAG_REPORTING_BASE_DIR=None</span>
|
|
<a id="__codelineno-1-110" name="__codelineno-1-110" href="#__codelineno-1-110"></a>
|
|
<a id="__codelineno-1-111" name="__codelineno-1-111" href="#__codelineno-1-111"></a><span class="c1"># Node2Vec Parameters</span>
|
|
<a id="__codelineno-1-112" name="__codelineno-1-112" href="#__codelineno-1-112"></a><span class="c1"># GRAPHRAG_NODE2VEC_ENABLED=False</span>
|
|
<a id="__codelineno-1-113" name="__codelineno-1-113" href="#__codelineno-1-113"></a><span class="c1"># GRAPHRAG_NODE2VEC_NUM_WALKS=10</span>
|
|
<a id="__codelineno-1-114" name="__codelineno-1-114" href="#__codelineno-1-114"></a><span class="c1"># GRAPHRAG_NODE2VEC_WALK_LENGTH=40</span>
|
|
<a id="__codelineno-1-115" name="__codelineno-1-115" href="#__codelineno-1-115"></a><span class="c1"># GRAPHRAG_NODE2VEC_WINDOW_SIZE=2</span>
|
|
<a id="__codelineno-1-116" name="__codelineno-1-116" href="#__codelineno-1-116"></a><span class="c1"># GRAPHRAG_NODE2VEC_ITERATIONS=3</span>
|
|
<a id="__codelineno-1-117" name="__codelineno-1-117" href="#__codelineno-1-117"></a><span class="c1"># GRAPHRAG_NODE2VEC_RANDOM_SEED=597832</span>
|
|
<a id="__codelineno-1-118" name="__codelineno-1-118" href="#__codelineno-1-118"></a>
|
|
<a id="__codelineno-1-119" name="__codelineno-1-119" href="#__codelineno-1-119"></a><span class="c1"># Data Snapshotting</span>
|
|
<a id="__codelineno-1-120" name="__codelineno-1-120" href="#__codelineno-1-120"></a><span class="c1"># GRAPHRAG_SNAPSHOT_GRAPHML=False</span>
|
|
<a id="__codelineno-1-121" name="__codelineno-1-121" href="#__codelineno-1-121"></a><span class="c1"># GRAPHRAG_SNAPSHOT_RAW_ENTITIES=False</span>
|
|
<a id="__codelineno-1-122" name="__codelineno-1-122" href="#__codelineno-1-122"></a><span class="c1"># GRAPHRAG_SNAPSHOT_TOP_LEVEL_NODES=False</span>
|
|
<a id="__codelineno-1-123" name="__codelineno-1-123" href="#__codelineno-1-123"></a>
|
|
<a id="__codelineno-1-124" name="__codelineno-1-124" href="#__codelineno-1-124"></a><span class="c1"># Miscellaneous Settings</span>
|
|
<a id="__codelineno-1-125" name="__codelineno-1-125" href="#__codelineno-1-125"></a><span class="c1"># GRAPHRAG_ASYNC_MODE=asyncio</span>
|
|
<a id="__codelineno-1-126" name="__codelineno-1-126" href="#__codelineno-1-126"></a><span class="c1"># GRAPHRAG_ENCODING_MODEL=cl100k_base</span>
|
|
<a id="__codelineno-1-127" name="__codelineno-1-127" href="#__codelineno-1-127"></a><span class="c1"># GRAPHRAG_MAX_CLUSTER_SIZE=10</span>
|
|
<a id="__codelineno-1-128" name="__codelineno-1-128" href="#__codelineno-1-128"></a><span class="c1"># GRAPHRAG_SKIP_WORKFLOWS=None</span>
|
|
<a id="__codelineno-1-129" name="__codelineno-1-129" href="#__codelineno-1-129"></a><span class="c1"># GRAPHRAG_UMAP_ENABLED=False</span>
|
|
</code></pre></div>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
</article>
|
|
</div>
|
|
|
|
|
|
<script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script>
|
|
</div>
|
|
|
|
</main>
|
|
|
|
<footer class="md-footer">
|
|
|
|
|
|
|
|
<nav class="md-footer__inner md-grid" aria-label="Footer" >
|
|
|
|
|
|
<a href="../custom/" class="md-footer__link md-footer__link--prev" aria-label="Previous: Fully Custom">
|
|
<div class="md-footer__button md-icon">
|
|
|
|
<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 11z"/></svg>
|
|
</div>
|
|
<div class="md-footer__title">
|
|
<span class="md-footer__direction">
|
|
Previous
|
|
</span>
|
|
<div class="md-ellipsis">
|
|
Fully Custom
|
|
</div>
|
|
</div>
|
|
</a>
|
|
|
|
|
|
|
|
<a href="../../prompt_tuning/overview/" class="md-footer__link md-footer__link--next" aria-label="Next: Overview">
|
|
<div class="md-footer__title">
|
|
<span class="md-footer__direction">
|
|
Next
|
|
</span>
|
|
<div class="md-ellipsis">
|
|
Overview
|
|
</div>
|
|
</div>
|
|
<div class="md-footer__button md-icon">
|
|
|
|
<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M4 11v2h12l-5.5 5.5 1.42 1.42L19.84 12l-7.92-7.92L10.5 5.5 16 11z"/></svg>
|
|
</div>
|
|
</a>
|
|
|
|
</nav>
|
|
|
|
|
|
<div class="md-footer-meta md-typeset">
|
|
<div class="md-footer-meta__inner md-grid">
|
|
<div class="md-copyright">
|
|
|
|
<div class="md-copyright__highlight">
|
|
© 2025 Microsoft | <a href="https://go.microsoft.com/fwlink/?LinkId=521839">Privacy</a> | <a href="https://go.microsoft.com/fwlink/?LinkId=2259814">Consumer Heath Privacy</a> | <a onclick="window.manageConsent();">Cookies</a> | <a href="https://go.microsoft.com/fwlink/?LinkID=206977">Terms of Use</a> | <a href="https://www.microsoft.com/trademarks">Trademarks</a>
|
|
|
|
</div>
|
|
|
|
|
|
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>
|
|
|
|
|
|
<script id="__config" type="application/json">{"base": "../..", "features": ["content.code.copy", "content.code.select", "navigation.footer", "navigation.tabs"], "search": "../../assets/javascripts/workers/search.6ce7567c.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>
|
|
|
|
|
|
<script src="../../assets/javascripts/bundle.525ec568.min.js"></script>
|
|
|
|
<script src="../../scripts/create_cookie_banner.js"></script>
|
|
|
|
|
|
</body>
|
|
</html> |