2024-04-05 16:31:51 +00:00
<!doctype html>
< html lang = "en" >
< head >
< meta charset = "utf-8" >
< meta name = "viewport" content = "width=device-width, initial-scale=1.0" >
< title > Configuration Template< / 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" >
< link rel = "stylesheet" href = "https://cdnjs.cloudflare.com/ajax/libs/Primer/19.1.1/tooltips.min.css" crossorigin = "anonymous" referrerpolicy = "no-referrer" >
< 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;
}
/* 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;
}
< / style >
< 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 >
< 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 >
< script async = "" src = "https://cdn.jsdelivr.net/npm/clipboard@2.0.11/dist/clipboard.min.js" > < / script >
< 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 >
< / head >
< body >
< header >
< div id = "cookie-banner" > < / div >
2024-06-13 15:57:47 +00:00
< a href = "/" > < span class = "logotitle" > GraphRAG< / span > < / a >
2024-04-05 16:31:51 +00:00
< / header >
< div class = "page-content" >
<!-- Sidebar -->
< aside class = "menu" >
< ul class = "menu-list" >
< li >
2024-06-13 15:57:47 +00:00
< a href = "/" > Welcome< / a >
2024-04-05 16:31:51 +00:00
< / li >
<!-- Get Started Links -->
< li >
2024-06-13 15:57:47 +00:00
< a href = "/posts/get_started/" > Get Started< / a >
2024-04-05 16:31:51 +00:00
2024-06-13 15:57:47 +00:00
< a href = "/posts/developing/" > Developing< / a >
2024-04-05 16:31:51 +00:00
< / li >
<!-- Indexing Links -->
< li >
2024-06-13 15:57:47 +00:00
< a href = "/posts/index/overview/" > Indexing< / a >
2024-04-05 16:31:51 +00:00
< ul > < li >
2024-06-13 15:57:47 +00:00
< a href = "/posts/index/0-architecture/" > Architecture< / a >
2024-04-05 16:31:51 +00:00
< / li > < li >
2024-06-13 15:57:47 +00:00
< a href = "/posts/index/1-default_dataflow/" > Dataflow< / a >
2024-04-05 16:31:51 +00:00
< / li > < li >
2024-06-13 15:57:47 +00:00
< a href = "/posts/index/2-cli/" > CLI< / a >
2024-04-05 16:31:51 +00:00
< / li > < li >
2024-06-13 15:57:47 +00:00
< a href = "/posts/config/overview/" > Configuration< / a >
2024-04-05 16:31:51 +00:00
< ul >
< li >
2024-06-25 21:17:14 +00:00
< a href = "/posts/config/init" > Init command< / a >
< / li >
< li >
2024-06-13 15:57:47 +00:00
< a href = "/posts/config/env_vars" > Using Env Vars< / a >
2024-04-05 16:31:51 +00:00
< / li >
< li >
2024-06-13 15:57:47 +00:00
< a href = "/posts/config/json_yaml" > Using JSON or YAML< / a >
2024-04-05 16:31:51 +00:00
< / li >
< li >
2024-06-13 15:57:47 +00:00
< a href = "/posts/config/custom" > Fully Custom< / a >
2024-04-05 16:31:51 +00:00
< / li >
< li >
2024-06-13 15:57:47 +00:00
< a href = "/posts/config/template" > Template< / a >
2024-04-05 16:31:51 +00:00
< / li >
< / ul >
< / li >
2024-06-13 19:19:14 +00:00
< li >
< a href = "/posts/prompt_tuning/overview/" > Prompt Tuning< / a >
< ul >
< li >
< a href = "/posts/prompt_tuning/auto_prompt_tuning/" > Automatic Templating< / a >
< / li >
< li >
< a href = "/posts/prompt_tuning/manual_prompt_tuning/" > Manual Prompt Tuning< / a >
< / li >
< / ul >
< / li >
2024-04-05 16:31:51 +00:00
< / ul >
< / li >
<!-- Query Links -->
< li >
2024-06-13 15:57:47 +00:00
< a href = "/posts/query/overview/" > Query< / a >
2024-04-05 16:31:51 +00:00
< ul > < li >
2024-06-13 15:57:47 +00:00
< a href = "/posts/query/1-local_search/" > Local Search< / a >
2024-04-05 16:31:51 +00:00
< / li > < li >
2024-06-13 15:57:47 +00:00
< a href = "/posts/query/2-question_generation/" > Question Generation< / a >
2024-04-05 16:31:51 +00:00
< / li > < li >
2024-06-13 15:57:47 +00:00
< a href = "/posts/query/0-global_search/" > Global Search< / a >
2024-06-03 22:26:53 +00:00
< / li > < li >
2024-06-13 15:57:47 +00:00
< a href = "/posts/query/3-cli/" > CLI< / a >
2024-04-05 16:31:51 +00:00
< / li > < li >
2024-06-13 15:57:47 +00:00
< a href = "/posts/query/notebooks/overview/" > Notebooks< / a >
2024-04-05 16:31:51 +00:00
< ul >
< li >
2024-06-13 15:57:47 +00:00
< a href = "/posts/query/notebooks/global_search_nb" > Global Search< / a >
2024-04-05 16:31:51 +00:00
< / li >
< li >
2024-06-13 15:57:47 +00:00
< a href = "/posts/query/notebooks/local_search_nb" > Local Search< / a >
2024-04-05 16:31:51 +00:00
< / li >
< / ul >
< / li >
< / ul >
< / li >
< / ul >
< / aside >
<!-- Main Content -->
< main >
< h1 > 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/2-cli" > Index CLI< / a > documentation.< / p >
< h2 > .env File Template< / h2 >
< p > Required variables are uncommented. All the optional configuration can be turned on or off as needed.< / p >
< h3 > Minimal Configuration< / h3 >
< div style = "position: relative" >
< pre class = "language-bash" > < code id = "code-15" class = "language-bash" > < span class = "token comment" > # Base LLM Settings< / span >
< span class = "token assign-left variable" > GRAPHRAG_API_KEY< / span > < span class = "token operator" > =< / span > < span class = "token string" > "your_api_key"< / span >
< span class = "token assign-left variable" > GRAPHRAG_API_BASE< / span > < span class = "token operator" > =< / span > < span class = "token string" > "http://< domain>.openai.azure.com"< / span > < span class = "token comment" > # For Azure OpenAI Users< / span >
< span class = "token assign-left variable" > GRAPHRAG_API_VERSION< / span > < span class = "token operator" > =< / span > < span class = "token string" > "api_version"< / span > < span class = "token comment" > # For Azure OpenAI Users< / span >
< span class = "token comment" > # Text Generation Settings< / span >
< span class = "token assign-left variable" > GRAPHRAG_LLM_TYPE< / span > < span class = "token operator" > =< / span > < span class = "token string" > "azure_openai_chat"< / span > < span class = "token comment" > # or openai_chat< / span >
< span class = "token assign-left variable" > GRAPHRAG_LLM_DEPLOYMENT_NAME< / span > < span class = "token operator" > =< / span > < span class = "token string" > "gpt-4-turbo-preview"< / span >
< span class = "token assign-left variable" > GRAPHRAG_LLM_MODEL_SUPPORTS_JSON< / span > < span class = "token operator" > =< / span > True
< span class = "token comment" > # Text Embedding Settings< / span >
< span class = "token assign-left variable" > GRAPHRAG_EMBEDDING_TYPE< / span > < span class = "token operator" > =< / span > < span class = "token string" > "azure_openai_embedding"< / span > < span class = "token comment" > # or openai_embedding< / span >
< span class = "token assign-left variable" > GRAPHRAG_LLM_DEPLOYMENT_NAME< / span > < span class = "token operator" > =< / span > < span class = "token string" > "text-embedding-3-small"< / span >
< span class = "token comment" > # Data Mapping Settings< / span >
< span class = "token assign-left variable" > GRAPHRAG_INPUT_TYPE< / span > < span class = "token operator" > =< / span > < span class = "token string" > "text"< / span >
< / code > < / pre >
< button class = "code-copy " data-clipboard-target = "#code-15" style = "position: absolute; top: 7.5px; right: 6px; padding-top: 3px; cursor: pointer; outline: none; opacity: 0.8;" title = "Copy" >
< span style = "display:inline-block;background:url(https://api.iconify.design/mdi/content-copy.svg) no-repeat center center / contain;width: 16px; height: 16px;" class = "" > < / span >
< / button >
< / div >
< h3 > Full Configuration< / h3 >
< div style = "position: relative" >
< pre class = "language-bash" > < code id = "code-19" class = "language-bash" >
< span class = "token comment" > # Required LLM Config< / span >
< span class = "token comment" > # Input Data Configuration< / span >
2024-06-19 21:52:20 +00:00
< span class = "token assign-left variable" > GRAPHRAG_INPUT_TYPE< / span > < span class = "token operator" > =< / span > < span class = "token string" > "file"< / span >
2024-04-05 16:31:51 +00:00
< span class = "token comment" > # Plaintext Input Data Configuration< / span >
< span class = "token comment" > # GRAPHRAG_INPUT_FILE_PATTERN=.*\.txt< / span >
2024-06-19 21:52:20 +00:00
< span class = "token comment" > # Text Input Data Configuration< / span >
< span class = "token assign-left variable" > GRAPHRAG_INPUT_FILE_TYPE< / span > < span class = "token operator" > =< / span > < span class = "token string" > "text"< / span >
< span class = "token assign-left variable" > GRAPHRAG_INPUT_FILE_PATTERN< / span > < span class = "token operator" > =< / span > < span class = "token string" > ".*\.txt$"< / span >
2024-04-05 16:31:51 +00:00
< span class = "token assign-left variable" > GRAPHRAG_INPUT_SOURCE_COLUMN< / span > < span class = "token operator" > =< / span > source
< span class = "token comment" > # GRAPHRAG_INPUT_TIMESTAMP_COLUMN=None< / span >
< span class = "token comment" > # GRAPHRAG_INPUT_TIMESTAMP_FORMAT=None< / span >
< span class = "token comment" > # GRAPHRAG_INPUT_TEXT_COLUMN="text"< / span >
< span class = "token comment" > # GRAPHRAG_INPUT_ATTRIBUTE_COLUMNS=id< / span >
< span class = "token comment" > # GRAPHRAG_INPUT_TITLE_COLUMN="title"< / span >
2024-06-13 15:38:42 +00:00
< span class = "token comment" > # GRAPHRAG_INPUT_TYPE="file"< / span >
2024-04-05 16:31:51 +00:00
< span class = "token comment" > # GRAPHRAG_INPUT_CONNECTION_STRING=None< / span >
< span class = "token comment" > # GRAPHRAG_INPUT_CONTAINER_NAME=None< / span >
< span class = "token comment" > # GRAPHRAG_INPUT_BASE_DIR=None< / span >
< span class = "token comment" > # Base LLM Settings< / span >
< span class = "token assign-left variable" > GRAPHRAG_API_KEY< / span > < span class = "token operator" > =< / span > < span class = "token string" > "your_api_key"< / span >
< span class = "token assign-left variable" > GRAPHRAG_API_BASE< / span > < span class = "token operator" > =< / span > < span class = "token string" > "http://< domain>.openai.azure.com"< / span > < span class = "token comment" > # For Azure OpenAI Users< / span >
< span class = "token assign-left variable" > GRAPHRAG_API_VERSION< / span > < span class = "token operator" > =< / span > < span class = "token string" > "api_version"< / span > < span class = "token comment" > # For Azure OpenAI Users< / span >
< span class = "token comment" > # GRAPHRAG_API_ORGANIZATION=None< / span >
< span class = "token comment" > # GRAPHRAG_API_PROXY=None< / span >
< span class = "token comment" > # Text Generation Settings< / span >
< span class = "token comment" > # GRAPHRAG_LLM_TYPE=openai_chat< / span >
< span class = "token assign-left variable" > GRAPHRAG_LLM_API_KEY< / span > < span class = "token operator" > =< / span > < span class = "token string" > "your_api_key"< / span > < span class = "token comment" > # If GRAPHRAG_API_KEY is not set< / span >
< span class = "token assign-left variable" > GRAPHRAG_LLM_API_BASE< / span > < span class = "token operator" > =< / span > < span class = "token string" > "http://< domain>.openai.azure.com"< / span > < span class = "token comment" > # For Azure OpenAI Users and if GRAPHRAG_API_BASE is not set< / span >
< span class = "token assign-left variable" > GRAPHRAG_LLM_API_VERSION< / span > < span class = "token operator" > =< / span > < span class = "token string" > "api_version"< / span > < span class = "token comment" > # For Azure OpenAI Users and if GRAPHRAG_API_VERSION is not set< / span >
< span class = "token assign-left variable" > GRAPHRAG_LLM_MODEL_SUPPORTS_JSON< / span > < span class = "token operator" > =< / span > True < span class = "token comment" > # Suggested by default< / span >
< span class = "token comment" > # GRAPHRAG_LLM_API_ORGANIZATION=None< / span >
< span class = "token comment" > # GRAPHRAG_LLM_API_PROXY=None< / span >
< span class = "token comment" > # GRAPHRAG_LLM_DEPLOYMENT_NAME=None< / span >
< span class = "token comment" > # GRAPHRAG_LLM_MODEL=gpt-4-turbo-preview< / span >
< span class = "token comment" > # GRAPHRAG_LLM_MAX_TOKENS=4000< / span >
< span class = "token comment" > # GRAPHRAG_LLM_REQUEST_TIMEOUT=180< / span >
< span class = "token comment" > # GRAPHRAG_LLM_THREAD_COUNT=50< / span >
< span class = "token comment" > # GRAPHRAG_LLM_THREAD_STAGGER=0.3< / span >
< span class = "token comment" > # GRAPHRAG_LLM_CONCURRENT_REQUESTS=25< / span >
< span class = "token comment" > # GRAPHRAG_LLM_TPM=0< / span >
< span class = "token comment" > # GRAPHRAG_LLM_RPM=0< / span >
< span class = "token comment" > # GRAPHRAG_LLM_MAX_RETRIES=10< / span >
< span class = "token comment" > # GRAPHRAG_LLM_MAX_RETRY_WAIT=10< / span >
< span class = "token comment" > # GRAPHRAG_LLM_SLEEP_ON_RATE_LIMIT_RECOMMENDATION=True< / span >
< span class = "token comment" > # Text Embedding Settings< / span >
< span class = "token comment" > # GRAPHRAG_EMBEDDING_TYPE=openai_embedding< / span >
< span class = "token assign-left variable" > GRAPHRAG_EMBEDDING_API_KEY< / span > < span class = "token operator" > =< / span > < span class = "token string" > "your_api_key"< / span > < span class = "token comment" > # If GRAPHRAG_API_KEY is not set< / span >
< span class = "token assign-left variable" > GRAPHRAG_EMBEDDING_API_BASE< / span > < span class = "token operator" > =< / span > < span class = "token string" > "http://< domain>.openai.azure.com"< / span > < span class = "token comment" > # For Azure OpenAI Users and if GRAPHRAG_API_BASE is not set< / span >
< span class = "token assign-left variable" > GRAPHRAG_EMBEDDING_API_VERSION< / span > < span class = "token operator" > =< / span > < span class = "token string" > "api_version"< / span > < span class = "token comment" > # For Azure OpenAI Users and if GRAPHRAG_API_VERSION is not set< / span >
< span class = "token comment" > # GRAPHRAG_EMBEDDING_API_ORGANIZATION=None< / span >
< span class = "token comment" > # GRAPHRAG_EMBEDDING_API_PROXY=None< / span >
< span class = "token comment" > # GRAPHRAG_EMBEDDING_DEPLOYMENT_NAME=None< / span >
< span class = "token comment" > # GRAPHRAG_EMBEDDING_MODEL=text-embedding-3-small< / span >
< span class = "token comment" > # GRAPHRAG_EMBEDDING_BATCH_SIZE=16< / span >
< span class = "token comment" > # GRAPHRAG_EMBEDDING_BATCH_MAX_TOKENS=8191< / span >
< span class = "token comment" > # GRAPHRAG_EMBEDDING_TARGET=required< / span >
< span class = "token comment" > # GRAPHRAG_EMBEDDING_SKIP=None< / span >
< span class = "token comment" > # GRAPHRAG_EMBEDDING_THREAD_COUNT=None< / span >
< span class = "token comment" > # GRAPHRAG_EMBEDDING_THREAD_STAGGER=50< / span >
< span class = "token comment" > # GRAPHRAG_EMBEDDING_CONCURRENT_REQUESTS=25< / span >
< span class = "token comment" > # GRAPHRAG_EMBEDDING_TPM=0< / span >
< span class = "token comment" > # GRAPHRAG_EMBEDDING_RPM=0< / span >
< span class = "token comment" > # GRAPHRAG_EMBEDDING_MAX_RETRIES=10< / span >
< span class = "token comment" > # GRAPHRAG_EMBEDDING_MAX_RETRY_WAIT=10< / span >
< span class = "token comment" > # GRAPHRAG_EMBEDDING_SLEEP_ON_RATE_LIMIT_RECOMMENDATION=True< / span >
< span class = "token comment" > # Data Mapping Settings< / span >
< span class = "token comment" > # GRAPHRAG_INPUT_ENCODING=utf-8< / span >
< span class = "token comment" > # Data Chunking< / span >
< span class = "token comment" > # GRAPHRAG_CHUNK_SIZE=300< / span >
< span class = "token comment" > # GRAPHRAG_CHUNK_OVERLAP=100< / span >
< span class = "token comment" > # GRAPHRAG_CHUNK_BY_COLUMNS=id< / span >
< span class = "token comment" > # Prompting Overrides< / span >
< span class = "token comment" > # GRAPHRAG_ENTITY_EXTRACTION_PROMPT_FILE=None< / span >
< span class = "token comment" > # GRAPHRAG_ENTITY_EXTRACTION_MAX_GLEANINGS=0< / span >
< span class = "token comment" > # GRAPHRAG_ENTITY_EXTRACTION_ENTITY_TYPES=organization,person,event,geo< / span >
< span class = "token comment" > # GRAPHRAG_SUMMARIZE_DESCRIPTIONS_PROMPT_FILE=None< / span >
< span class = "token comment" > # GRAPHRAG_SUMMARIZE_DESCRIPTIONS_MAX_LENGTH=500< / span >
< span class = "token comment" > # GRAPHRAG_CLAIM_EXTRACTION_DESCRIPTION="Any claims or facts that could be relevant to threat analysis."< / span >
< span class = "token comment" > # GRAPHRAG_CLAIM_EXTRACTION_PROMPT_FILE=None< / span >
< span class = "token comment" > # GRAPHRAG_CLAIM_EXTRACTION_MAX_GLEANINGS=0< / span >
< span class = "token comment" > # GRAPHRAG_COMMUNITY_REPORT_PROMPT_FILE=None< / span >
< span class = "token comment" > # GRAPHRAG_COMMUNITY_REPORT_MAX_LENGTH=1500< / span >
< span class = "token comment" > # Storage< / span >
< span class = "token comment" > # GRAPHRAG_STORAGE_TYPE=file< / span >
< span class = "token comment" > # GRAPHRAG_STORAGE_CONNECTION_STRING=None< / span >
< span class = "token comment" > # GRAPHRAG_STORAGE_CONTAINER_NAME=None< / span >
< span class = "token comment" > # GRAPHRAG_STORAGE_BASE_DIR=None< / span >
< span class = "token comment" > # Cache< / span >
< span class = "token comment" > # GRAPHRAG_CACHE_TYPE=file< / span >
< span class = "token comment" > # GRAPHRAG_CACHE_CONNECTION_STRING=None< / span >
< span class = "token comment" > # GRAPHRAG_CACHE_CONTAINER_NAME=None< / span >
< span class = "token comment" > # GRAPHRAG_CACHE_BASE_DIR=None< / span >
< span class = "token comment" > # Reporting< / span >
< span class = "token comment" > # GRAPHRAG_REPORTING_TYPE=file< / span >
< span class = "token comment" > # GRAPHRAG_REPORTING_CONNECTION_STRING=None< / span >
< span class = "token comment" > # GRAPHRAG_REPORTING_CONTAINER_NAME=None< / span >
< span class = "token comment" > # GRAPHRAG_REPORTING_BASE_DIR=None< / span >
< span class = "token comment" > # Node2Vec Parameters< / span >
< span class = "token comment" > # GRAPHRAG_NODE2VEC_ENABLED=False< / span >
< span class = "token comment" > # GRAPHRAG_NODE2VEC_NUM_WALKS=10< / span >
< span class = "token comment" > # GRAPHRAG_NODE2VEC_WALK_LENGTH=40< / span >
< span class = "token comment" > # GRAPHRAG_NODE2VEC_WINDOW_SIZE=2< / span >
< span class = "token comment" > # GRAPHRAG_NODE2VEC_ITERATIONS=3< / span >
< span class = "token comment" > # GRAPHRAG_NODE2VEC_RANDOM_SEED=597832< / span >
< span class = "token comment" > # Data Snapshotting< / span >
< span class = "token comment" > # GRAPHRAG_SNAPSHOT_GRAPHML=False< / span >
< span class = "token comment" > # GRAPHRAG_SNAPSHOT_RAW_ENTITIES=False< / span >
< span class = "token comment" > # GRAPHRAG_SNAPSHOT_TOP_LEVEL_NODES=False< / span >
< span class = "token comment" > # Miscellaneous Settings< / span >
< span class = "token comment" > # GRAPHRAG_ASYNC_MODE=asyncio< / span >
< span class = "token comment" > # GRAPHRAG_ENCODING_MODEL=cl100k_base< / span >
< span class = "token comment" > # GRAPHRAG_MAX_CLUSTER_SIZE=10< / span >
< span class = "token comment" > # GRAPHRAG_ENTITY_RESOLUTION_ENABLED=False< / span >
< span class = "token comment" > # GRAPHRAG_SKIP_WORKFLOWS=None< / span >
< span class = "token comment" > # GRAPHRAG_UMAP_ENABLED=False< / span > < / code > < / pre >
< button class = "code-copy " data-clipboard-target = "#code-19" style = "position: absolute; top: 7.5px; right: 6px; padding-top: 3px; cursor: pointer; outline: none; opacity: 0.8;" title = "Copy" >
< span style = "display:inline-block;background:url(https://api.iconify.design/mdi/content-copy.svg) no-repeat center center / contain;width: 16px; height: 16px;" class = "" > < / span >
< / button >
< / div >
< / 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 >
2024-06-28 23:03:53 +00:00
|
< a href = "https://github.com/Azure-Samples/graphrag-accelerator" > Solution Accelerator< / a >
2024-04-05 16:31:51 +00:00
< / footer >
< / body >
< / html >
