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---
title: GraphRAG
---
{% set css %}
{% include "page.css" %}
{% endset %}
{% macro link_to(url, text) %}
<a href="{{url}}"{% if page.url == url %} class="is-active" aria-current="page"{% endif %}>{{text}}</a>
{% endmacro %}
<!doctype html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>{{ title }}</title>
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/[email protected]/css/bulma.min.css">
<link href="https://unpkg.com/[email protected]/themes/prism-okaidia.css" rel="stylesheet">
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/Primer/19.1.1/tooltips.min.css" crossorigin="anonymous" referrerpolicy="no-referrer" />
<style>{{ css | safe }}</style>
{% mermaid_js %}
{% initClipboardJS %}
{% block js %}
<script src="https://wcpstatic.microsoft.com/mscc/lib/v2/wcp-consent.js" type="text/javascript"></script>
<script>
function onConsentChanged(categoryPreferences) {
console.log("onConsentChanged", categoryPreferences);
}
var siteConsent
function initialize(){
var currentYear = new Date().getFullYear()
document.getElementById("copyright").innerHTML = `©️ ${currentYear} Microsoft`;
window.WcpConsent && WcpConsent.init("en-US", "cookie-banner", function (err, _siteConsent) {
if (!err) {
siteConsent = _siteConsent; //siteConsent is used to get the current consent
} else {
console.log("Error initializing WcpConsent: "+ err);
}
}, onConsentChanged, WcpConsent.themes.light);
}
addEventListener("DOMContentLoaded", initialize)
addEventListener("DOMContentLoaded", checkCookieManager)
function checkCookieManager(){
if(siteConsent.isConsentRequired){
document.getElementById("cookiesManager").style.display = 'block';
document.getElementById("divider").style.display = 'block';
}
else{
document.getElementById("cookiesManager").style.display = 'none';
document.getElementById("divider").style.display = 'none';
}
}
function manageConsent() {
if(siteConsent.isConsentRequired){
siteConsent.manageConsent();
}
}
</script>
{% endblock %}
</head>
<body>
<header>
<div id="cookie-banner"></div>
<a href="/"><span class="logotitle">GraphRAG</span></a>
</header>
<div class="page-content">
<!-- Sidebar -->
<aside class="menu">
<ul class="menu-list">
<li>
{{link_to("/", "Welcome")}}
</li>
<!-- Get Started Links -->
<li>
{{link_to("/posts/get_started/", "Get Started")}}
{{link_to("/posts/developing/", "Developing")}}
</li>
<!-- Indexing Links -->
<li>
{{link_to("/posts/index/overview/", "Indexing")}}
<ul>
{%- for post in collections.indexing -%}
<li>{{link_to(post.url, post.data.navtitle)}}</li>
{%- endfor -%}
<li>
{{link_to("/posts/config/overview/", "Configuration")}}
<ul>
<li>{{link_to("/posts/config/init", "Init command")}}</li>
<li>{{link_to("/posts/config/env_vars", "Using Env Vars")}}</li>
<li>{{link_to("/posts/config/json_yaml", "Using JSON or YAML")}}</li>
<li>{{link_to("/posts/config/custom", "Fully Custom")}}</li>
<li>{{link_to("/posts/config/template", "Template")}}</li>
</ul>
</li>
<li>
{{link_to("/posts/prompt_tuning/overview/", "Prompt Tuning")}}
<ul>
<li>
{{link_to("/posts/prompt_tuning/auto_prompt_tuning/", "Automatic Templating")}}
</li>
<li>
{{link_to("/posts/prompt_tuning/manual_prompt_tuning/", "Manual Prompt Tuning")}}
</li>
</ul>
</li>
</ul>
</li>
<!-- Query Links -->
<li>
{{link_to("/posts/query/overview/", "Query")}}
<ul>
{%- for post in collections.orchestration -%}
<li>{{link_to(post.url, post.data.navtitle)}}</li>
{%- endfor -%}
<li>
{{link_to("/posts/query/notebooks/overview/", "Notebooks")}}
<ul>
<li>{{link_to("/posts/query/notebooks/global_search_nb", "Global Search")}}</li>
<li>{{link_to("/posts/query/notebooks/local_search_nb", "Local Search")}}</li>
</ul>
</li>
</ul>
</li>
</ul>
</aside>
<!-- Main Content -->
<main>
<h1>{{title}}</h1>
{{ content | safe }}
</main>
</div>
<footer>
<a href="https://go.microsoft.com/fwlink/?LinkId=521839">Privacy</a>
|
<a href="https://go.microsoft.com/fwlink/?LinkId=2259814">Consumer Health Privacy</a>
|
<span id="cookiesManager" onClick="manageConsent();">Cookies</span>
<span id="divider">|</span>
<a href="https://go.microsoft.com/fwlink/?LinkID=206977">Terms of Use</a>
|
<a href="https://www.microsoft.com/trademarks">Trademarks</a>
|
<a href="https://www.microsoft.com" id="copyright"></a>
|
<a href="https://github.com/microsoft/graphrag">GitHub</a>
|
<a href="https://github.com/Azure-Samples/graphrag-accelerator">Solution Accelerator</a>
</footer>
</body>
</html>