René's URL Explorer Experiment


Title: GitHub - devgir/graphrag: A modular graph-based Retrieval-Augmented Generation (RAG) system · GitHub

Open Graph Title: GitHub - devgir/graphrag: A modular graph-based Retrieval-Augmented Generation (RAG) system

X Title: GitHub - devgir/graphrag: A modular graph-based Retrieval-Augmented Generation (RAG) system

Description: A modular graph-based Retrieval-Augmented Generation (RAG) system - devgir/graphrag

Open Graph Description: A modular graph-based Retrieval-Augmented Generation (RAG) system - devgir/graphrag

X Description: A modular graph-based Retrieval-Augmented Generation (RAG) system - devgir/graphrag

Opengraph URL: https://github.com/devgir/graphrag

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:fb1cb409-a056-620a-2a6b-d15f31ab6296
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idE4EC:37B798:1AAC8E6:26C825B:6A4E5E50
html-safe-nonce2be39dfa2020462b1d6217375f5931fadb3aaa638daf5cae7358db5a16c66d22
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJFNEVDOjM3Qjc5ODoxQUFDOEU2OjI2QzgyNUI6NkE0RTVFNTAiLCJ2aXNpdG9yX2lkIjoiOTAzNzQ0MTIxMjE3NzM0MjAzMiIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac26b4ebf591bee010eff83ab77d680d9ae54c841060ee54eae995eff585b6a3f5
hovercard-subject-tagrepository:825122186
github-keyboard-shortcutsrepository,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location//
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/devgir/graphrag
twitter:imagehttps://opengraph.githubassets.com/e15edda6a224451d85d53a783ed44429e952a34a75aef2253574d056a04688dc/devgir/graphrag
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/e15edda6a224451d85d53a783ed44429e952a34a75aef2253574d056a04688dc/devgir/graphrag
og:image:altA modular graph-based Retrieval-Augmented Generation (RAG) system - devgir/graphrag
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None030096ee0db095447bfe77409d33bfac127ca7128299c58deef27c52eaa1b1f0
turbo-cache-controlno-cache
go-importgithub.com/devgir/graphrag git https://github.com/devgir/graphrag.git
octolytics-dimension-user_id35891489
octolytics-dimension-user_logindevgir
octolytics-dimension-repository_id825122186
octolytics-dimension-repository_nwodevgir/graphrag
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id778431525
octolytics-dimension-repository_parent_nwomicrosoft/graphrag
octolytics-dimension-repository_network_root_id778431525
octolytics-dimension-repository_network_root_nwomicrosoft/graphrag
turbo-body-classeslogged-out env-production page-responsive
disable-turbofalse
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
release55abf6b50233e48592f2087d3226df604c65feb9
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/devgir/graphrag#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fdevgir%2Fgraphrag
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub Copilot appDirect agents from issue to mergehttps://github.com/features/ai/github-app
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
View all resourceshttps://github.com/resources
GitHub SponsorsFund open source developershttps://github.com/open-source/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/open-source/accelerator
GitHub Starshttps://stars.github.com
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/enterprise/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fdevgir%2Fgraphrag
Sign up https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=devgir%2Fgraphrag
Reloadhttps://github.com/devgir/graphrag
Reloadhttps://github.com/devgir/graphrag
Reloadhttps://github.com/devgir/graphrag
devgir https://github.com/devgir
graphraghttps://github.com/devgir/graphrag
microsoft/graphraghttps://github.com/microsoft/graphrag
Notifications https://github.com/login?return_to=%2Fdevgir%2Fgraphrag
Fork 0 https://github.com/login?return_to=%2Fdevgir%2Fgraphrag
Star 0 https://github.com/login?return_to=%2Fdevgir%2Fgraphrag
Code https://github.com/devgir/graphrag
Pull requests 0 https://github.com/devgir/graphrag/pulls
Actions https://github.com/devgir/graphrag/actions
Projects https://github.com/devgir/graphrag/projects
Security and quality 0 https://github.com/devgir/graphrag/security
Insights https://github.com/devgir/graphrag/pulse
Code https://github.com/devgir/graphrag
Pull requests https://github.com/devgir/graphrag/pulls
Actions https://github.com/devgir/graphrag/actions
Projects https://github.com/devgir/graphrag/projects
Security and quality https://github.com/devgir/graphrag/security
Insights https://github.com/devgir/graphrag/pulse
https://github.com/devgir/graphrag
Brancheshttps://github.com/devgir/graphrag/branches
Tagshttps://github.com/devgir/graphrag/tags
https://github.com/devgir/graphrag/branches
https://github.com/devgir/graphrag/tags
19 Commitshttps://github.com/devgir/graphrag/commits/main/
https://github.com/devgir/graphrag/commits/main/
.githubhttps://github.com/devgir/graphrag/tree/main/.github
.githubhttps://github.com/devgir/graphrag/tree/main/.github
.semversionerhttps://github.com/devgir/graphrag/tree/main/.semversioner
.semversionerhttps://github.com/devgir/graphrag/tree/main/.semversioner
.vscodehttps://github.com/devgir/graphrag/tree/main/.vscode
.vscodehttps://github.com/devgir/graphrag/tree/main/.vscode
docsitehttps://github.com/devgir/graphrag/tree/main/docsite
docsitehttps://github.com/devgir/graphrag/tree/main/docsite
exampleshttps://github.com/devgir/graphrag/tree/main/examples
exampleshttps://github.com/devgir/graphrag/tree/main/examples
examples_notebookshttps://github.com/devgir/graphrag/tree/main/examples_notebooks
examples_notebookshttps://github.com/devgir/graphrag/tree/main/examples_notebooks
graphraghttps://github.com/devgir/graphrag/tree/main/graphrag
graphraghttps://github.com/devgir/graphrag/tree/main/graphrag
scriptshttps://github.com/devgir/graphrag/tree/main/scripts
scriptshttps://github.com/devgir/graphrag/tree/main/scripts
testshttps://github.com/devgir/graphrag/tree/main/tests
testshttps://github.com/devgir/graphrag/tree/main/tests
.gitignorehttps://github.com/devgir/graphrag/blob/main/.gitignore
.gitignorehttps://github.com/devgir/graphrag/blob/main/.gitignore
.vsts-ci.ymlhttps://github.com/devgir/graphrag/blob/main/.vsts-ci.yml
.vsts-ci.ymlhttps://github.com/devgir/graphrag/blob/main/.vsts-ci.yml
CODEOWNERShttps://github.com/devgir/graphrag/blob/main/CODEOWNERS
CODEOWNERShttps://github.com/devgir/graphrag/blob/main/CODEOWNERS
CODE_OF_CONDUCT.mdhttps://github.com/devgir/graphrag/blob/main/CODE_OF_CONDUCT.md
CODE_OF_CONDUCT.mdhttps://github.com/devgir/graphrag/blob/main/CODE_OF_CONDUCT.md
CONTRIBUTING.mdhttps://github.com/devgir/graphrag/blob/main/CONTRIBUTING.md
CONTRIBUTING.mdhttps://github.com/devgir/graphrag/blob/main/CONTRIBUTING.md
DEVELOPING.mdhttps://github.com/devgir/graphrag/blob/main/DEVELOPING.md
DEVELOPING.mdhttps://github.com/devgir/graphrag/blob/main/DEVELOPING.md
LICENSEhttps://github.com/devgir/graphrag/blob/main/LICENSE
LICENSEhttps://github.com/devgir/graphrag/blob/main/LICENSE
RAI_TRANSPARENCY.mdhttps://github.com/devgir/graphrag/blob/main/RAI_TRANSPARENCY.md
RAI_TRANSPARENCY.mdhttps://github.com/devgir/graphrag/blob/main/RAI_TRANSPARENCY.md
README.mdhttps://github.com/devgir/graphrag/blob/main/README.md
README.mdhttps://github.com/devgir/graphrag/blob/main/README.md
SECURITY.mdhttps://github.com/devgir/graphrag/blob/main/SECURITY.md
SECURITY.mdhttps://github.com/devgir/graphrag/blob/main/SECURITY.md
SUPPORT.mdhttps://github.com/devgir/graphrag/blob/main/SUPPORT.md
SUPPORT.mdhttps://github.com/devgir/graphrag/blob/main/SUPPORT.md
cspell.config.yamlhttps://github.com/devgir/graphrag/blob/main/cspell.config.yaml
cspell.config.yamlhttps://github.com/devgir/graphrag/blob/main/cspell.config.yaml
dictionary.txthttps://github.com/devgir/graphrag/blob/main/dictionary.txt
dictionary.txthttps://github.com/devgir/graphrag/blob/main/dictionary.txt
poetry.lockhttps://github.com/devgir/graphrag/blob/main/poetry.lock
poetry.lockhttps://github.com/devgir/graphrag/blob/main/poetry.lock
pyproject.tomlhttps://github.com/devgir/graphrag/blob/main/pyproject.toml
pyproject.tomlhttps://github.com/devgir/graphrag/blob/main/pyproject.toml
READMEhttps://github.com/devgir/graphrag
Code of conducthttps://github.com/devgir/graphrag
Contributinghttps://github.com/devgir/graphrag
Licensehttps://github.com/devgir/graphrag
Securityhttps://github.com/devgir/graphrag
https://github.com/devgir/graphrag#graphrag
Use the GraphRAG Accelerator solutionhttps://github.com/Azure-Samples/graphrag-accelerator
Microsoft Research Blog Posthttps://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Read the docshttps://microsoft.github.io/graphrag
GraphRAG Arxivhttps://arxiv.org/pdf/2404.16130
https://pypi.org/project/graphrag/
https://pypi.org/project/graphrag/
https://github.com/microsoft/graphrag/issues
https://github.com/microsoft/graphrag/discussions
https://github.com/devgir/graphrag#overview
Microsoft Research Blog Post.https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
https://github.com/devgir/graphrag#quickstart
Solution Acceleratorhttps://github.com/Azure-Samples/graphrag-accelerator
https://github.com/devgir/graphrag#repository-guidance
https://github.com/devgir/graphrag#diving-deeper
CONTRIBUTING.mdhttps://github.com/devgir/graphrag/blob/main/CONTRIBUTING.md
DEVELOPING.mdhttps://github.com/devgir/graphrag/blob/main/DEVELOPING.md
GitHub Discussions tab!https://github.com/microsoft/graphrag/discussions
https://github.com/devgir/graphrag#prompt-tuning
Prompt Tuning Guidehttps://microsoft.github.io/graphrag/posts/prompt_tuning/overview/
https://github.com/devgir/graphrag#responsible-ai-faq
RAI_TRANSPARENCY.mdhttps://github.com/devgir/graphrag/blob/main/RAI_TRANSPARENCY.md
What is GraphRAG?https://github.com/devgir/graphrag/blob/main/RAI_TRANSPARENCY.md#what-is-graphrag
What can GraphRAG do?https://github.com/devgir/graphrag/blob/main/RAI_TRANSPARENCY.md#what-can-graphrag-do
What are GraphRAG’s intended use(s)?https://github.com/devgir/graphrag/blob/main/RAI_TRANSPARENCY.md#what-are-graphrags-intended-uses
How was GraphRAG evaluated? What metrics are used to measure performance?https://github.com/devgir/graphrag/blob/main/RAI_TRANSPARENCY.md#how-was-graphrag-evaluated-what-metrics-are-used-to-measure-performance
What are the limitations of GraphRAG? How can users minimize the impact of GraphRAG’s limitations when using the system?https://github.com/devgir/graphrag/blob/main/RAI_TRANSPARENCY.md#what-are-the-limitations-of-graphrag-how-can-users-minimize-the-impact-of-graphrags-limitations-when-using-the-system
What operational factors and settings allow for effective and responsible use of GraphRAG?https://github.com/devgir/graphrag/blob/main/RAI_TRANSPARENCY.md#what-operational-factors-and-settings-allow-for-effective-and-responsible-use-of-graphrag
https://github.com/devgir/graphrag#trademarks
Microsoft's Trademark & Brand Guidelineshttps://www.microsoft.com/en-us/legal/intellectualproperty/trademarks/usage/general
https://github.com/devgir/graphrag#privacy
Microsoft Privacy Statementhttps://privacy.microsoft.com/en-us/privacystatement
microsoft.github.io/graphrag/https://microsoft.github.io/graphrag/
Readme https://github.com/devgir/graphrag#readme-ov-file
MIT license https://github.com/devgir/graphrag#MIT-1-ov-file
Please reload this pagehttps://github.com/devgir/graphrag
Activityhttps://github.com/devgir/graphrag/activity
0 forkshttps://github.com/devgir/graphrag/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fdevgir%2Fgraphrag&report=devgir+%28user%29
Releaseshttps://github.com/devgir/graphrag/releases
Packages 0https://github.com/users/devgir/packages?repo_name=graphrag
Please reload this pagehttps://github.com/devgir/graphrag
Contributorshttps://github.com/devgir/graphrag/graphs/contributors
Please reload this pagehttps://github.com/devgir/graphrag
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.