René's URL Explorer Experiment

Title: GitHub - managedcode/markdown-ld-kb: Markdown-LD Knowledge Bank is a .NET 10 library for building local RDF/JSON-LD knowledge graphs from Markdown with SPARQL, graph/BM25/Tiktoken search, citations, and IChatClient extraction. · GitHub

Open Graph Title: GitHub - managedcode/markdown-ld-kb: Markdown-LD Knowledge Bank is a .NET 10 library for building local RDF/JSON-LD knowledge graphs from Markdown with SPARQL, graph/BM25/Tiktoken search, citations, and IChatClient extraction.

X Title: GitHub - managedcode/markdown-ld-kb: Markdown-LD Knowledge Bank is a .NET 10 library for building local RDF/JSON-LD knowledge graphs from Markdown with SPARQL, graph/BM25/Tiktoken search, citations, and IChatClient extraction.

Description: Markdown-LD Knowledge Bank is a .NET 10 library for building local RDF/JSON-LD knowledge graphs from Markdown with SPARQL, graph/BM25/Tiktoken search, citations, and IChatClient extraction. - managedcode/markdown-ld-kb

Open Graph Description: Markdown-LD Knowledge Bank is a .NET 10 library for building local RDF/JSON-LD knowledge graphs from Markdown with SPARQL, graph/BM25/Tiktoken search, citations, and IChatClient extraction. - manag...

X Description: Markdown-LD Knowledge Bank is a .NET 10 library for building local RDF/JSON-LD knowledge graphs from Markdown with SPARQL, graph/BM25/Tiktoken search, citations, and IChatClient extraction. - manag...

Opengraph URL: https://github.com/managedcode/markdown-ld-kb

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:e6087c42-37b6-7739-8644-b07ffc6c5e5e
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	EA86:3C204:DFAB86:147386F:6A4E2B51
html-safe-nonce	d6ba4cb25e31fbe8bf6d7ca2618e147f1d6fa7b14eaef5b87714b6424e14dbf0
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJFQTg2OjNDMjA0OkRGQUI4NjoxNDczODZGOjZBNEUyQjUxIiwidmlzaXRvcl9pZCI6Ijg2NDMyMDkxNzA1NTQ1OTYxNzciLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac	1f43ef26592c7f532b7c3f06164c75f62cee4f1343ced31b046e5725602c284b
hovercard-subject-tag	repository:1207675269
github-keyboard-shortcuts	repository,copilot
google-site-verification	Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-url	https://collector.github.com/github/collect
analytics-location	//
fb:app_id	1401488693436528
apple-itunes-app	app-id=1477376905, app-argument=https://github.com/managedcode/markdown-ld-kb
twitter:image	https://opengraph.githubassets.com/370241a7eb3b2451b6664b2d597056b27957bcd3c35a171ba87f7a434ab97b5a/managedcode/markdown-ld-kb
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/370241a7eb3b2451b6664b2d597056b27957bcd3c35a171ba87f7a434ab97b5a/managedcode/markdown-ld-kb
og:image:alt	Markdown-LD Knowledge Bank is a .NET 10 library for building local RDF/JSON-LD knowledge graphs from Markdown with SPARQL, graph/BM25/Tiktoken search, citations, and IChatClient extraction. - manag...
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	030096ee0db095447bfe77409d33bfac127ca7128299c58deef27c52eaa1b1f0
turbo-cache-control	no-cache
go-import	github.com/managedcode/markdown-ld-kb git https://github.com/managedcode/markdown-ld-kb.git
octolytics-dimension-user_id	78253589
octolytics-dimension-user_login	managedcode
octolytics-dimension-repository_id	1207675269
octolytics-dimension-repository_nwo	managedcode/markdown-ld-kb
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	1201479357
octolytics-dimension-repository_parent_nwo	lqdev/markdown-ld-kb
octolytics-dimension-repository_network_root_id	1201479357
octolytics-dimension-repository_network_root_nwo	lqdev/markdown-ld-kb
turbo-body-classes	logged-out env-production page-responsive
disable-turbo	false
browser-stats-url	https://api.github.com/_private/browser/stats
browser-errors-url	https://api.github.com/_private/browser/errors
release	d9dd20d38f8ae3c4cb6b597807431db300d0bd2a
ui-target	canary-1
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/managedcode/markdown-ld-kb#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fmanagedcode%2Fmarkdown-ld-kb
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub Copilot appDirect agents from issue to merge	https://github.com/features/ai/github-app
MCP RegistryNewIntegrate external tools	https://github.com/mcp
ActionsAutomate any workflow	https://github.com/features/actions
CodespacesInstant dev environments	https://github.com/features/codespaces
IssuesPlan and track work	https://github.com/features/issues
Code ReviewManage code changes	https://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilities	https://github.com/security/advanced-security
Code securitySecure your code as you build	https://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they start	https://github.com/security/advanced-security/secret-protection
Why GitHub	https://github.com/why-github
Documentation	https://docs.github.com
Blog	https://github.blog
Changelog	https://github.blog/changelog
Marketplace	https://github.com/marketplace
View all features	https://github.com/features
Enterprises	https://github.com/enterprise
Small and medium teams	https://github.com/team
Startups	https://github.com/enterprise/startups
Nonprofits	https://github.com/solutions/industry/nonprofits
App Modernization	https://github.com/solutions/use-case/app-modernization
DevSecOps	https://github.com/solutions/use-case/devsecops
DevOps	https://github.com/solutions/use-case/devops
CI/CD	https://github.com/solutions/use-case/ci-cd
View all use cases	https://github.com/solutions/use-case
Healthcare	https://github.com/solutions/industry/healthcare
Financial services	https://github.com/solutions/industry/financial-services
Manufacturing	https://github.com/solutions/industry/manufacturing
Government	https://github.com/solutions/industry/government
View all industries	https://github.com/solutions/industry
View all solutions	https://github.com/solutions
AI	https://github.com/resources/articles?topic=ai
Software Development	https://github.com/resources/articles?topic=software-development
DevOps	https://github.com/resources/articles?topic=devops
Security	https://github.com/resources/articles?topic=security
View all topics	https://github.com/resources/articles
Customer stories	https://github.com/customer-stories
Events & webinars	https://github.com/resources/events
Ebooks & reports	https://github.com/resources/whitepapers
Business insights	https://github.com/solutions/executive-insights
GitHub Skills	https://skills.github.com
Documentation	https://docs.github.com
Customer support	https://support.github.com
Community forum	https://github.com/orgs/community/discussions
Trust center	https://github.com/trust-center
Partners	https://github.com/partners
View all resources	https://github.com/resources
GitHub SponsorsFund open source developers	https://github.com/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/accelerator
GitHub Stars	https://stars.github.com
Archive Program	https://archiveprogram.github.com
Topics	https://github.com/topics
Trending	https://github.com/trending
Collections	https://github.com/collections
Enterprise platformAI-powered developer platform	https://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security features	https://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI features	https://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 support	https://github.com/premium-support
Pricing	https://github.com/pricing
Search syntax tips	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentation	https://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%2Fmanagedcode%2Fmarkdown-ld-kb
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=managedcode%2Fmarkdown-ld-kb
Reload	https://github.com/managedcode/markdown-ld-kb
Reload	https://github.com/managedcode/markdown-ld-kb
Reload	https://github.com/managedcode/markdown-ld-kb
Please reload this page	https://github.com/managedcode/markdown-ld-kb
managedcode	https://github.com/managedcode
markdown-ld-kb	https://github.com/managedcode/markdown-ld-kb
lqdev/markdown-ld-kb	https://github.com/lqdev/markdown-ld-kb
Notifications	https://github.com/login?return_to=%2Fmanagedcode%2Fmarkdown-ld-kb
Fork 0	https://github.com/login?return_to=%2Fmanagedcode%2Fmarkdown-ld-kb
Star 2	https://github.com/login?return_to=%2Fmanagedcode%2Fmarkdown-ld-kb
Code	https://github.com/managedcode/markdown-ld-kb
Pull requests 0	https://github.com/managedcode/markdown-ld-kb/pulls
Actions	https://github.com/managedcode/markdown-ld-kb/actions
Projects	https://github.com/managedcode/markdown-ld-kb/projects
Models	https://github.com/managedcode/markdown-ld-kb/models
Security and quality 0	https://github.com/managedcode/markdown-ld-kb/security
Insights	https://github.com/managedcode/markdown-ld-kb/pulse
Code	https://github.com/managedcode/markdown-ld-kb
Pull requests	https://github.com/managedcode/markdown-ld-kb/pulls
Actions	https://github.com/managedcode/markdown-ld-kb/actions
Projects	https://github.com/managedcode/markdown-ld-kb/projects
Models	https://github.com/managedcode/markdown-ld-kb/models
Security and quality	https://github.com/managedcode/markdown-ld-kb/security
Insights	https://github.com/managedcode/markdown-ld-kb/pulse
	https://github.com/managedcode/markdown-ld-kb
Branches	https://github.com/managedcode/markdown-ld-kb/branches
Tags	https://github.com/managedcode/markdown-ld-kb/tags
	https://github.com/managedcode/markdown-ld-kb/branches
	https://github.com/managedcode/markdown-ld-kb/tags
57 Commits	https://github.com/managedcode/markdown-ld-kb/commits/main/
	https://github.com/managedcode/markdown-ld-kb/commits/main/
.codex	https://github.com/managedcode/markdown-ld-kb/tree/main/.codex
.codex	https://github.com/managedcode/markdown-ld-kb/tree/main/.codex
.github/workflows	https://github.com/managedcode/markdown-ld-kb/tree/main/.github/workflows
.github/workflows	https://github.com/managedcode/markdown-ld-kb/tree/main/.github/workflows
benchmarks/MarkdownLd.Kb.Benchmarks	https://github.com/managedcode/markdown-ld-kb/tree/main/benchmarks/MarkdownLd.Kb.Benchmarks
benchmarks/MarkdownLd.Kb.Benchmarks	https://github.com/managedcode/markdown-ld-kb/tree/main/benchmarks/MarkdownLd.Kb.Benchmarks
docs	https://github.com/managedcode/markdown-ld-kb/tree/main/docs
docs	https://github.com/managedcode/markdown-ld-kb/tree/main/docs
external	https://github.com/managedcode/markdown-ld-kb/tree/main/external
external	https://github.com/managedcode/markdown-ld-kb/tree/main/external
src/MarkdownLd.Kb	https://github.com/managedcode/markdown-ld-kb/tree/main/src/MarkdownLd.Kb
src/MarkdownLd.Kb	https://github.com/managedcode/markdown-ld-kb/tree/main/src/MarkdownLd.Kb
tests/MarkdownLd.Kb.Tests	https://github.com/managedcode/markdown-ld-kb/tree/main/tests/MarkdownLd.Kb.Tests
tests/MarkdownLd.Kb.Tests	https://github.com/managedcode/markdown-ld-kb/tree/main/tests/MarkdownLd.Kb.Tests
.editorconfig	https://github.com/managedcode/markdown-ld-kb/blob/main/.editorconfig
.editorconfig	https://github.com/managedcode/markdown-ld-kb/blob/main/.editorconfig
.gitignore	https://github.com/managedcode/markdown-ld-kb/blob/main/.gitignore
.gitignore	https://github.com/managedcode/markdown-ld-kb/blob/main/.gitignore
.gitmodules	https://github.com/managedcode/markdown-ld-kb/blob/main/.gitmodules
.gitmodules	https://github.com/managedcode/markdown-ld-kb/blob/main/.gitmodules
AGENTS.md	https://github.com/managedcode/markdown-ld-kb/blob/main/AGENTS.md
AGENTS.md	https://github.com/managedcode/markdown-ld-kb/blob/main/AGENTS.md
CLAUDE.md	https://github.com/managedcode/markdown-ld-kb/blob/main/CLAUDE.md
CLAUDE.md	https://github.com/managedcode/markdown-ld-kb/blob/main/CLAUDE.md
CodeCoverage.runsettings	https://github.com/managedcode/markdown-ld-kb/blob/main/CodeCoverage.runsettings
CodeCoverage.runsettings	https://github.com/managedcode/markdown-ld-kb/blob/main/CodeCoverage.runsettings
Directory.Build.props	https://github.com/managedcode/markdown-ld-kb/blob/main/Directory.Build.props
Directory.Build.props	https://github.com/managedcode/markdown-ld-kb/blob/main/Directory.Build.props
Directory.Packages.props	https://github.com/managedcode/markdown-ld-kb/blob/main/Directory.Packages.props
Directory.Packages.props	https://github.com/managedcode/markdown-ld-kb/blob/main/Directory.Packages.props
MarkdownLd.Kb.slnx	https://github.com/managedcode/markdown-ld-kb/blob/main/MarkdownLd.Kb.slnx
MarkdownLd.Kb.slnx	https://github.com/managedcode/markdown-ld-kb/blob/main/MarkdownLd.Kb.slnx
README.md	https://github.com/managedcode/markdown-ld-kb/blob/main/README.md
README.md	https://github.com/managedcode/markdown-ld-kb/blob/main/README.md
global.json	https://github.com/managedcode/markdown-ld-kb/blob/main/global.json
global.json	https://github.com/managedcode/markdown-ld-kb/blob/main/global.json
README	https://github.com/managedcode/markdown-ld-kb
	https://github.com/managedcode/markdown-ld-kb#markdown-ld-knowledge-bank
	https://github.com/managedcode/markdown-ld-kb/actions/workflows/validation.yml
	https://github.com/managedcode/markdown-ld-kb/actions/workflows/release.yml
	https://github.com/managedcode/markdown-ld-kb/actions/workflows/codeql-analysis.yml
	https://www.nuget.org/packages/ManagedCode.MarkdownLd.Kb
	https://www.nuget.org/packages/ManagedCode.MarkdownLd.Kb
	https://github.com/managedcode/markdown-ld-kb/releases
	https://dotnet.microsoft.com/
	https://opensource.org/licenses/MIT
	https://github.com/managedcode/markdown-ld-kb#what-it-does
	https://github.com/managedcode/markdown-ld-kb#what-to-use-when
Unified API	https://github.com/managedcode/markdown-ld-kb#unified-api
Build From Files	https://github.com/managedcode/markdown-ld-kb#build-from-files
Unified API	https://github.com/managedcode/markdown-ld-kb#unified-api
Unified API	https://github.com/managedcode/markdown-ld-kb#unified-api
Unified API	https://github.com/managedcode/markdown-ld-kb#unified-api
Generate JSON-LD Files	https://github.com/managedcode/markdown-ld-kb#generate-json-ld-files
Export The Graph	https://github.com/managedcode/markdown-ld-kb#export-the-graph
Generate JSON-LD Files	https://github.com/managedcode/markdown-ld-kb#generate-json-ld-files
Schema-Aware SPARQL Search	https://github.com/managedcode/markdown-ld-kb#schema-aware-sparql-search
Graph Production Pipeline	https://github.com/managedcode/markdown-ld-kb/blob/main/docs/Features/GraphProductionPipeline.md
Validate With SHACL	https://github.com/managedcode/markdown-ld-kb#validate-with-shacl
Schema-Aware SPARQL Search	https://github.com/managedcode/markdown-ld-kb#schema-aware-sparql-search
Federated SPARQL Execution	https://github.com/managedcode/markdown-ld-kb/blob/main/docs/Features/FederatedSparqlExecution.md
Schema-Aware SPARQL Search	https://github.com/managedcode/markdown-ld-kb#schema-aware-sparql-search
Graph Production Pipeline	https://github.com/managedcode/markdown-ld-kb/blob/main/docs/Features/GraphProductionPipeline.md
Graph Production Pipeline	https://github.com/managedcode/markdown-ld-kb/blob/main/docs/Features/GraphProductionPipeline.md
Optional AI Extraction	https://github.com/managedcode/markdown-ld-kb#optional-ai-extraction
Unified API	https://github.com/managedcode/markdown-ld-kb#unified-api
Local Tiktoken Extraction	https://github.com/managedcode/markdown-ld-kb#local-tiktoken-extraction
	https://github.com/managedcode/markdown-ld-kb#install
	https://github.com/managedcode/markdown-ld-kb#project-structure
docs/Architecture.md	https://github.com/managedcode/markdown-ld-kb/blob/main/docs/Architecture.md
docs/Features/GraphProductionPipeline.md	https://github.com/managedcode/markdown-ld-kb/blob/main/docs/Features/GraphProductionPipeline.md
	https://github.com/managedcode/markdown-ld-kb#unified-api
	https://github.com/managedcode/markdown-ld-kb#minimal-example
	https://github.com/managedcode/markdown-ld-kb#build-from-files
	https://github.com/managedcode/markdown-ld-kb#capability-graph-rules
	https://github.com/managedcode/markdown-ld-kb#ontology-and-skos-layers
	https://github.com/managedcode/markdown-ld-kb#graph-runtime-lifecycle
	https://github.com/managedcode/markdown-ld-kb#generate-json-ld-files
	https://github.com/managedcode/markdown-ld-kb#optional-ai-extraction
	https://github.com/managedcode/markdown-ld-kb#ranked-search-and-cited-answers
	https://github.com/managedcode/markdown-ld-kb#chunk-evaluation-and-change-planning
	https://github.com/managedcode/markdown-ld-kb#local-tiktoken-extraction
	https://github.com/managedcode/markdown-ld-kb#query-the-graph
	https://github.com/managedcode/markdown-ld-kb#schema-aware-sparql-search
Schema-Aware SPARQL Search	https://github.com/managedcode/markdown-ld-kb/blob/main/docs/Features/SchemaAwareSparqlSearch.md
Federated SPARQL Execution	https://github.com/managedcode/markdown-ld-kb/blob/main/docs/Features/FederatedSparqlExecution.md
	https://github.com/managedcode/markdown-ld-kb#validate-with-shacl
	https://github.com/managedcode/markdown-ld-kb#export-the-graph
	https://github.com/managedcode/markdown-ld-kb#thread-safety
	https://github.com/managedcode/markdown-ld-kb#key-types
	https://github.com/managedcode/markdown-ld-kb#markdown-conventions
	https://github.com/managedcode/markdown-ld-kb#architecture-choices
	https://github.com/managedcode/markdown-ld-kb#algorithm-references
https://doi.org/10.1145/316542.316550	https://doi.org/10.1145/316542.316550
https://doi.org/10.1016/S0019-9958(85)80046-2	https://doi.org/10.1016/S0019-9958(85)80046-2
docs/Architecture.md	https://github.com/managedcode/markdown-ld-kb/blob/main/docs/Architecture.md
ADR-0001	https://github.com/managedcode/markdown-ld-kb/blob/main/docs/ADR/ADR-0001-rdf-sparql-library.md
ADR-0002	https://github.com/managedcode/markdown-ld-kb/blob/main/docs/ADR/ADR-0002-llm-extraction-ichatclient.md
ADR-0003	https://github.com/managedcode/markdown-ld-kb/blob/main/docs/ADR/ADR-0003-tiktoken-extraction-mode.md
ADR-0006	https://github.com/managedcode/markdown-ld-kb/blob/main/docs/ADR/ADR-0006-federated-sparql-adapter.md
Graph Runtime Lifecycle	https://github.com/managedcode/markdown-ld-kb/blob/main/docs/Features/GraphRuntimeLifecycle.md
Graph Creation Contracts	https://github.com/managedcode/markdown-ld-kb/blob/main/docs/Features/GraphCreationContracts.md
JSON-LD Graph Round Trip	https://github.com/managedcode/markdown-ld-kb/blob/main/docs/Features/JsonLdGraphRoundTrip.md
Schema-Aware SPARQL Search	https://github.com/managedcode/markdown-ld-kb/blob/main/docs/Features/SchemaAwareSparqlSearch.md
Graph SHACL Validation	https://github.com/managedcode/markdown-ld-kb/blob/main/docs/Features/GraphShaclValidation.md
Federated SPARQL Execution	https://github.com/managedcode/markdown-ld-kb/blob/main/docs/Features/FederatedSparqlExecution.md
Performance Benchmarks	https://github.com/managedcode/markdown-ld-kb/blob/main/docs/Features/PerformanceBenchmarks.md
	https://github.com/managedcode/markdown-ld-kb#development
Performance Benchmarks	https://github.com/managedcode/markdown-ld-kb/blob/main/docs/Features/PerformanceBenchmarks.md
markdown	https://github.com/topics/markdown
yaml-front-matter	https://github.com/topics/yaml-front-matter
graphviz	https://github.com/topics/graphviz
csharp	https://github.com/topics/csharp
dotnet	https://github.com/topics/dotnet
sparql	https://github.com/topics/sparql
rdf	https://github.com/topics/rdf
dotnetrdf	https://github.com/topics/dotnetrdf
semantic-web	https://github.com/topics/semantic-web
knowledge-graph	https://github.com/topics/knowledge-graph
in-memory	https://github.com/topics/in-memory
json-ld	https://github.com/topics/json-ld
knowledge-base	https://github.com/topics/knowledge-base
markdig	https://github.com/topics/markdig
bm25	https://github.com/topics/bm25
benchmarkdotnet	https://github.com/topics/benchmarkdotnet
rag	https://github.com/topics/rag
tiktoken	https://github.com/topics/tiktoken
microsoft-extensions-ai	https://github.com/topics/microsoft-extensions-ai
dotnet10	https://github.com/topics/dotnet10
Readme	https://github.com/managedcode/markdown-ld-kb#readme-ov-file
Please reload this page	https://github.com/managedcode/markdown-ld-kb
Activity	https://github.com/managedcode/markdown-ld-kb/activity
Custom properties	https://github.com/managedcode/markdown-ld-kb/custom-properties
0 forks	https://github.com/managedcode/markdown-ld-kb/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fmanagedcode%2Fmarkdown-ld-kb&report=managedcode+%28user%29
Releases 10	https://github.com/managedcode/markdown-ld-kb/releases
v0.2.5 Latest May 4, 2026	https://github.com/managedcode/markdown-ld-kb/releases/tag/v0.2.5
+ 9 releases	https://github.com/managedcode/markdown-ld-kb/releases
Please reload this page	https://github.com/managedcode/markdown-ld-kb
Contributors	https://github.com/managedcode/markdown-ld-kb/graphs/contributors
Please reload this page	https://github.com/managedcode/markdown-ld-kb
	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.