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								<!doctype html>  
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								< html  lang = "en" >  
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								  < head > 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    < meta  charset = "utf-8" > 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    < meta  name = "viewport"  content = "width=device-width, initial-scale=1.0" > 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    < title > Indexer CLI< / title > 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    < link  rel = "stylesheet"  href = "https://cdn.jsdelivr.net/npm/bulma@0.9.4/css/bulma.min.css" > 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    < link  href = "https://unpkg.com/prismjs@1.20.0/themes/prism-okaidia.css"  rel = "stylesheet" > 
							 
						 
					
						
							
								
									
										
										
										
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								    < link  rel = "stylesheet"  href = "https://cdnjs.cloudflare.com/ajax/libs/Primer/19.1.1/tooltips.min.css"  crossorigin = "anonymous"  referrerpolicy = "no-referrer" > 
							 
						 
					
						
							
								
									
										
										
										
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								    < style > 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								html {
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    padding: 0;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    margin: 0;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								body{
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    padding: 0;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    margin: 0;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								footer{
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    width: 100%;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
									height: 32px;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
									font-size: 12px;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
									display: flex;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
									flex-direction: row;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
									justify-content: center;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
									gap: 18px;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
									align-items: center;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
									color: #5d5d5d;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
									background: #e9eaeb;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
									border-top: 1px solid #c4c5c6;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								#cookiesManager{
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    cursor: pointer;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    color: #485fc7;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								.page-content {
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    display: flex;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    flex-direction: row;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    margin: 0;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    padding: 0;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    overflow: scroll;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    padding: 0;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    margin: 0;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								header {
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    background-color: lightgrey;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    height: 2%;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    padding: 10px;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								nav {
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    padding: 1em;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    min-width: 200px;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								main {
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    flex: 1;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    padding: 0 5em 0 5em;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								.logotitle {
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    font-size: 1.5em;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    font-weight: bold;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    margin: 5px;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								.number {
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    all: unset;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								.tag.token {
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    all: unset;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								main ul {
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    list-style-type: disc;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    padding-left: 30px;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    margin-top: 10px;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								h1 {
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    font-size: 2rem;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    margin-top: 10px;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								h2 {
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    font-size: 1.5rem;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    margin-top: 10px;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    font-weight: 500;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								h3 {
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    font-size: 1rem;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    margin-top: 10px; 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    font-weight: 500;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								p {
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    margin-top: 10px;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								}
							 
						 
					
						
							
								
									
										
										
										
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								/* Accessibility styling */
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								a {
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    color: #485fc7;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    text-decoration: underline;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								.menu-list a {
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    text-decoration: none;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								.token.comment, .token.prolog, .token.doctype, .token.cdata {
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    color: #8093a5;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								}
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								.token.property, .token.tag, .token.constant, .token.symbol, .token.deleted {
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    color: #ff36ab;
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								}
							 
						 
					
						
							
								
									
										
										
										
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								< / style >  
						 
					
						
							
								
									
										
										
										
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								    < script  type = "module"  async = "" > import  mermaid  from  "https://unpkg.com/mermaid@10/dist/mermaid.esm.min.mjs" ; document . addEventListener ( 'DOMContentLoaded' ,  mermaid . initialize ( { "loadOnSave" : true } ) ) ; < / script > 
							 
						 
					
						
							
								
									
										
										
										
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								    < script > function  showTooltip ( o , e ) { o . trigger . className . includes ( "tooltipped" ) || ( o . trigger . children [ 0 ] . className = "tooltipped tooltipped-s" , o . trigger . children [ 0 ] . ariaLabel = e ) } window . addEventListener ( "load" , ( ) => { var  o = new  ClipboardJS ( ".code-copy" ) ; o . on ( "success" , o => showTooltip ( o , "Copied!" ) ) , o . on ( "error" , o => showTooltip ( o , "Failed..." ) ) } ) ; < / script > 
							 
						 
					
						
							
								
									
										
										
										
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								< script  async = ""  src = "https://cdn.jsdelivr.net/npm/clipboard@2.0.11/dist/clipboard.min.js" > < / script >  
						 
					
						
							
								
									
										
										
										
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								    < 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)
							 
						 
					
						
							
								
									
										
										
										
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								        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';
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								          }
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								        }
							 
						 
					
						
							
								
									
										
										
										
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								        function manageConsent() {
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								        if(siteConsent.isConsentRequired){
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								            siteConsent.manageConsent();
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								        }
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    }
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    < / script > 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								  < / head > 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								  < body > 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    < header > 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								        < div  id = "cookie-banner" > < / div > 
							 
						 
					
						
							
								
									
										
										
										
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								        < a  href = "/graphrag/" > < span  class = "logotitle" > GraphRAG< / span > < / a > 
							 
						 
					
						
							
								
									
										
										
										
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								    < / header > 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								    < div  class = "page-content" > 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								        <!--  Sidebar  --> 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								        < aside  class = "menu" > 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								          < ul  class = "menu-list" > 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								            < li > 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								              
							 
						 
					
						
							
								
									
										
										
										
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								< a  href = "/graphrag/" > Welcome< / a >  
						 
					
						
							
								
									
										
										
										
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								            < / li > 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								            <!--  Get Started Links  --> 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								            < li > 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								              
							 
						 
					
						
							
								
									
										
										
										
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								< a  href = "/graphrag/posts/get_started/" > Get Started< / a >  
						 
					
						
							
								
									
										
										
										
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											2024-04-04 17:11:09 +00:00 
										
									 
								 
							 
							
								
									
										 
								
							 
							
								 
							
							
								< a  href = "/graphrag/posts/developing/" > Developing< / a >  
						 
					
						
							
								
									
										
										
										
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								            < / li > 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								            <!--  Indexing Links  --> 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								            < li > 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								                
							 
						 
					
						
							
								
									
										
										
										
											2024-04-04 17:11:09 +00:00 
										
									 
								 
							 
							
								
									
										 
								
							 
							
								 
							
							
								< a  href = "/graphrag/posts/index/overview/" > Indexing< / a >  
						 
					
						
							
								
									
										
										
										
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								                < ul > < li > 
							 
						 
					
						
							
								
									
										
										
										
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								< a  href = "/graphrag/posts/index/0-architecture/" > Architecture< / a >  
						 
					
						
							
								
									
										
										
										
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								< / li > < li >  
						 
					
						
							
								
									
										
										
										
											2024-04-04 17:11:09 +00:00 
										
									 
								 
							 
							
								
									
										 
								
							 
							
								 
							
							
								< a  href = "/graphrag/posts/index/1-default_dataflow/" > Dataflow< / a >  
						 
					
						
							
								
									
										
										
										
											2024-04-04 16:18:40 +00:00 
										
									 
								 
							 
							
								
									
										 
								
							 
							
								 
							
							
								< / li > < li >  
						 
					
						
							
								
									
										
										
										
											2024-04-04 17:11:09 +00:00 
										
									 
								 
							 
							
								
									
										 
								
							 
							
								 
							
							
								< a  href = "/graphrag/posts/index/2-cli/"  class = "is-active"  aria-current = "page" > CLI< / a >  
						 
					
						
							
								
									
										
										
										
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								< / li > < li >  
						 
					
						
							
								
									
										
										
										
											2024-04-04 19:46:42 +00:00 
										
									 
								 
							 
							
								
									
										 
								
							 
							
								 
							
							
								< a  href = "/graphrag/posts/index/3-prompt_tuning/" > Prompt Tuning< / a >  
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								< / li > < li >  
						 
					
						
							
								
									
										
										
										
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											2024-04-04 17:11:09 +00:00 
										
									 
								 
							 
							
								
									
										 
								
							 
							
								 
							
							
								< a  href = "/graphrag/posts/config/overview/" > Configuration< / a >  
						 
					
						
							
								
									
										
										
										
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								                    < ul > 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								                      < li > 
							 
						 
					
						
							
								
									
										
										
										
											2024-04-04 17:11:09 +00:00 
										
									 
								 
							 
							
								
									
										 
								
							 
							
								 
							
							
								< a  href = "/graphrag/posts/config/env_vars" > Using Env Vars< / a >  
						 
					
						
							
								
									
										
										
										
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								< / li >  
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								                      < li > 
							 
						 
					
						
							
								
									
										
										
										
											2024-04-04 17:11:09 +00:00 
										
									 
								 
							 
							
								
									
										 
								
							 
							
								 
							
							
								< a  href = "/graphrag/posts/config/json_yaml" > Using JSON or YAML< / a >  
						 
					
						
							
								
									
										
										
										
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								< a  href = "/graphrag/posts/config/template" > Template< / a >  
						 
					
						
							
								
									
										
										
										
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								< a  href = "/graphrag/posts/query/overview/" > Query< / a >  
						 
					
						
							
								
									
										
										
										
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								        <!--  Main Content  --> 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
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								            < h1 > Indexer CLI< / h1 > 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								            < p > The GraphRAG indexer CLI allows for no-code usage of the GraphRAG Indexer.< / p > 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
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								  < pre  class = "language-bash" > < code  id = "code-3"  class = "language-bash" > python < span  class = "token parameter variable" > -m< / span >  graphrag.index < span  class = "token parameter variable" > --verbose< / span >  < span  class = "token parameter variable" > --root< / span >  < span  class = "token operator" > < < / span > /workspace/project/root< span  class = "token operator" > >< / span >  < span  class = "token parameter variable" > --config< / span >  < span  class = "token operator" > < < / span > custom_config.yml< span  class = "token operator" > >< / span > 
							 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								< span  class = "token parameter variable" > --resume< / span >  < span  class = "token operator" > < < / span > timestamp< span  class = "token operator" > >< / span >  < span  class = "token parameter variable" > --reporter< / span >  < span  class = "token operator" > < < / span > rich< span  class = "token operator" > |< / span > print< span  class = "token operator" > |< / span > none< span  class = "token operator" > >< / span >  < span  class = "token parameter variable" > --emit< / span >  json,csv,parquet 
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								< span  class = "token parameter variable" > --nocache< / span > < / code > < / pre >  
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								
							 
						 
					
						
							
								
									
										
										
										
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								< h2 > CLI Arguments< / h2 >  
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
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								< li > < code > --verbose< / code >  - Adds extra logging information during the run.< / li >  
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								< li > < code > --root < data-project-dir> < / code >  - the data root directory. This should contain an < code > input< / code >  directory with the input data, and an < code > .env< / code >  file with environment variables. These are described below.< / li >  
						 
					
						
							
								
									
										
										
										
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								< li > < code > --init< / code >  - This will initialize the data project directory at the specified < code > root< / code >  with bootstrap configuration and prompt-overrides.< / li >  
						 
					
						
							
								
									
										
										
										
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								< li > < code > --resume < output-timestamp> < / code >  - if specified, the pipeline will attempt to resume a prior run. The parquet files from the prior run will be loaded into the system as inputs, and the workflows that generated those files will be skipped. The input value should be the timestamped output folder, e.g. " 20240105-143721" .< / li >  
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								< li > < code > --config < config_file.yml> < / code >  - This will opt-out of the Default Configuration mode and execute a custom configuration. If this is used, then none of the environment-variables below will apply.< / li >  
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								< li > < code > --reporter < reporter> < / code >  - This will specify the progress reporter to use. The default is < code > rich< / code > . Valid values are < code > rich< / code > , < code > print< / code > , and < code > none< / code > .< / li >  
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								< li > < code > --emit < types> < / code >  - This specifies the table output formats the pipeline should emit. The default is < code > parquet< / code > . Valid values are < code > parquet< / code > , < code > csv< / code > , and < code > json< / code > , comma-separated.< / li >  
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
								< li > < code > --nocache< / code >  - This will disable the caching mechanism. This is useful for debugging and development, but should not be used in production.< / li >  
						 
					
						
							
								
							 
							
								
							 
							
								 
							
							
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