René's URL Explorer Experiment

Title: GitHub - BaseModelAI/clostera: Billion scale vector clustering. One Machine. Zero GPUs. · GitHub

Open Graph Title: GitHub - BaseModelAI/clostera: Billion scale vector clustering. One Machine. Zero GPUs.

X Title: GitHub - BaseModelAI/clostera: Billion scale vector clustering. One Machine. Zero GPUs.

Description: Billion scale vector clustering. One Machine. Zero GPUs. - BaseModelAI/clostera

Open Graph Description: Billion scale vector clustering. One Machine. Zero GPUs. - BaseModelAI/clostera

X Description: Billion scale vector clustering. One Machine. Zero GPUs. - BaseModelAI/clostera

Opengraph URL: https://github.com/BaseModelAI/clostera

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:59f062ea-3905-e308-8471-1c2037054356
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	CE96:3046CB:C6A36B:1230AC4:6A4E2A5F
html-safe-nonce	33b0214e02c7162415745230a81555d70774f506c423f92c7aa1a80bfbb30dd4
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJDRTk2OjMwNDZDQjpDNkEzNkI6MTIzMEFDNDo2QTRFMkE1RiIsInZpc2l0b3JfaWQiOiIxMjkyODg2MDkzOTA1OTMwODQ3IiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmac	340ab601ef19e46925155ce377f0634bc58eae9e59130370e71b58756860eff9
hovercard-subject-tag	repository:1219354538
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/BaseModelAI/clostera
twitter:image	https://opengraph.githubassets.com/c4d67df000f58252702b78dafb0548b85e09685665649748f71452598c7bc324/BaseModelAI/clostera
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/c4d67df000f58252702b78dafb0548b85e09685665649748f71452598c7bc324/BaseModelAI/clostera
og:image:alt	Billion scale vector clustering. One Machine. Zero GPUs. - BaseModelAI/clostera
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/BaseModelAI/clostera git https://github.com/BaseModelAI/clostera.git
octolytics-dimension-user_id	139991021
octolytics-dimension-user_login	BaseModelAI
octolytics-dimension-repository_id	1219354538
octolytics-dimension-repository_nwo	BaseModelAI/clostera
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	false
octolytics-dimension-repository_network_root_id	1219354538
octolytics-dimension-repository_network_root_nwo	BaseModelAI/clostera
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	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/BaseModelAI/clostera#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FBaseModelAI%2Fclostera
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%2FBaseModelAI%2Fclostera
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=BaseModelAI%2Fclostera
Reload	https://github.com/BaseModelAI/clostera
Reload	https://github.com/BaseModelAI/clostera
Reload	https://github.com/BaseModelAI/clostera
Please reload this page	https://github.com/BaseModelAI/clostera
BaseModelAI	https://github.com/BaseModelAI
clostera	https://github.com/BaseModelAI/clostera
Notifications	https://github.com/login?return_to=%2FBaseModelAI%2Fclostera
Fork 3	https://github.com/login?return_to=%2FBaseModelAI%2Fclostera
Star 44	https://github.com/login?return_to=%2FBaseModelAI%2Fclostera
Code	https://github.com/BaseModelAI/clostera
Issues 0	https://github.com/BaseModelAI/clostera/issues
Pull requests 0	https://github.com/BaseModelAI/clostera/pulls
Actions	https://github.com/BaseModelAI/clostera/actions
Projects	https://github.com/BaseModelAI/clostera/projects
Security and quality 0	https://github.com/BaseModelAI/clostera/security
Insights	https://github.com/BaseModelAI/clostera/pulse
Code	https://github.com/BaseModelAI/clostera
Issues	https://github.com/BaseModelAI/clostera/issues
Pull requests	https://github.com/BaseModelAI/clostera/pulls
Actions	https://github.com/BaseModelAI/clostera/actions
Projects	https://github.com/BaseModelAI/clostera/projects
Security and quality	https://github.com/BaseModelAI/clostera/security
Insights	https://github.com/BaseModelAI/clostera/pulse
	https://github.com/BaseModelAI/clostera
Branches	https://github.com/BaseModelAI/clostera/branches
Tags	https://github.com/BaseModelAI/clostera/tags
	https://github.com/BaseModelAI/clostera/branches
	https://github.com/BaseModelAI/clostera/tags
49 Commits	https://github.com/BaseModelAI/clostera/commits/main/
	https://github.com/BaseModelAI/clostera/commits/main/
.github/workflows	https://github.com/BaseModelAI/clostera/tree/main/.github/workflows
.github/workflows	https://github.com/BaseModelAI/clostera/tree/main/.github/workflows
benches	https://github.com/BaseModelAI/clostera/tree/main/benches
benches	https://github.com/BaseModelAI/clostera/tree/main/benches
benchmarks	https://github.com/BaseModelAI/clostera/tree/main/benchmarks
benchmarks	https://github.com/BaseModelAI/clostera/tree/main/benchmarks
docs/assets	https://github.com/BaseModelAI/clostera/tree/main/docs/assets
docs/assets	https://github.com/BaseModelAI/clostera/tree/main/docs/assets
python/clostera	https://github.com/BaseModelAI/clostera/tree/main/python/clostera
python/clostera	https://github.com/BaseModelAI/clostera/tree/main/python/clostera
scripts	https://github.com/BaseModelAI/clostera/tree/main/scripts
scripts	https://github.com/BaseModelAI/clostera/tree/main/scripts
src	https://github.com/BaseModelAI/clostera/tree/main/src
src	https://github.com/BaseModelAI/clostera/tree/main/src
tests	https://github.com/BaseModelAI/clostera/tree/main/tests
tests	https://github.com/BaseModelAI/clostera/tree/main/tests
vendor/openblas-build	https://github.com/BaseModelAI/clostera/tree/main/vendor/openblas-build
vendor/openblas-build	https://github.com/BaseModelAI/clostera/tree/main/vendor/openblas-build
.gitignore	https://github.com/BaseModelAI/clostera/blob/main/.gitignore
.gitignore	https://github.com/BaseModelAI/clostera/blob/main/.gitignore
CONTRIBUTING.md	https://github.com/BaseModelAI/clostera/blob/main/CONTRIBUTING.md
CONTRIBUTING.md	https://github.com/BaseModelAI/clostera/blob/main/CONTRIBUTING.md
Cargo.lock	https://github.com/BaseModelAI/clostera/blob/main/Cargo.lock
Cargo.lock	https://github.com/BaseModelAI/clostera/blob/main/Cargo.lock
Cargo.toml	https://github.com/BaseModelAI/clostera/blob/main/Cargo.toml
Cargo.toml	https://github.com/BaseModelAI/clostera/blob/main/Cargo.toml
LICENSE	https://github.com/BaseModelAI/clostera/blob/main/LICENSE
LICENSE	https://github.com/BaseModelAI/clostera/blob/main/LICENSE
README.md	https://github.com/BaseModelAI/clostera/blob/main/README.md
README.md	https://github.com/BaseModelAI/clostera/blob/main/README.md
build.rs	https://github.com/BaseModelAI/clostera/blob/main/build.rs
build.rs	https://github.com/BaseModelAI/clostera/blob/main/build.rs
pyproject.toml	https://github.com/BaseModelAI/clostera/blob/main/pyproject.toml
pyproject.toml	https://github.com/BaseModelAI/clostera/blob/main/pyproject.toml
rust-toolchain.toml	https://github.com/BaseModelAI/clostera/blob/main/rust-toolchain.toml
rust-toolchain.toml	https://github.com/BaseModelAI/clostera/blob/main/rust-toolchain.toml
synthetic_hard_graph_generator_harness.tar.gz	https://github.com/BaseModelAI/clostera/blob/main/synthetic_hard_graph_generator_harness.tar.gz
synthetic_hard_graph_generator_harness.tar.gz	https://github.com/BaseModelAI/clostera/blob/main/synthetic_hard_graph_generator_harness.tar.gz
README	https://github.com/BaseModelAI/clostera
Contributing	https://github.com/BaseModelAI/clostera
MIT license	https://github.com/BaseModelAI/clostera
	https://github.com/BaseModelAI/clostera/blob/main/docs/assets/Clostera.png
Synerise	https://synerise.com
	https://github.com/BaseModelAI/clostera#clostera-vs-faiss
benchmarks/results/	https://github.com/BaseModelAI/clostera/blob/main/benchmarks/results
	https://github.com/BaseModelAI/clostera#end-to-end-examples
	https://github.com/BaseModelAI/clostera#api-contract
	https://github.com/BaseModelAI/clostera#algorithms
	https://github.com/BaseModelAI/clostera#out-of-scope
	https://github.com/BaseModelAI/clostera#scikit-learn-minibatchkmeans
	https://github.com/BaseModelAI/clostera#scann-hnswlib-annoy-and-similar-ann-libraries
	https://github.com/BaseModelAI/clostera#vector-databases
	https://github.com/BaseModelAI/clostera#traditional-distributed-frameworks
	https://github.com/BaseModelAI/clostera#gpu-first-clustering-stacks
	https://github.com/BaseModelAI/clostera#what-clostera-is
	https://github.com/BaseModelAI/clostera#what-auto-does
	https://github.com/BaseModelAI/clostera#benchmark-policy
benchmarks/results/grand-pareto-resweep-20260426-postfaiss.json	https://github.com/BaseModelAI/clostera/blob/main/benchmarks/results/grand-pareto-resweep-20260426-postfaiss.json
benchmarks/results/gist-unlocked-exact-20260427.json	https://github.com/BaseModelAI/clostera/blob/main/benchmarks/results/gist-unlocked-exact-20260427.json
benchmarks/results/synthetic-large-scale-pareto-20260427.json	https://github.com/BaseModelAI/clostera/blob/main/benchmarks/results/synthetic-large-scale-pareto-20260427.json
benchmarks/results/readme_quality_speed_winners_20260504.csv	https://github.com/BaseModelAI/clostera/blob/main/benchmarks/results/readme_quality_speed_winners_20260504.csv
benchmarks/results/readme_auto_vs_quality_summary_20260504.csv	https://github.com/BaseModelAI/clostera/blob/main/benchmarks/results/readme_auto_vs_quality_summary_20260504.csv
benchmarks/results/readme_dataset_matrix_20260504.csv	https://github.com/BaseModelAI/clostera/blob/main/benchmarks/results/readme_dataset_matrix_20260504.csv
	https://github.com/BaseModelAI/clostera#hardware-and-execution-controls
	https://github.com/BaseModelAI/clostera#datasets
synthetic_hard_graph_generator_harness.tar.gz	https://github.com/BaseModelAI/clostera/blob/main/synthetic_hard_graph_generator_harness.tar.gz
	https://github.com/BaseModelAI/clostera#auto-versus-best-quality
	https://github.com/BaseModelAI/clostera#row-level-examples
benchmarks/results/readme_quality_speed_winners_20260504.csv	https://github.com/BaseModelAI/clostera/blob/main/benchmarks/results/readme_quality_speed_winners_20260504.csv
	https://github.com/BaseModelAI/clostera#practical-notes
	https://github.com/BaseModelAI/clostera#reproducing-the-benchmarks
synthetic_hard_graph_generator_harness.tar.gz	https://github.com/BaseModelAI/clostera/blob/main/synthetic_hard_graph_generator_harness.tar.gz
	https://github.com/BaseModelAI/clostera#development
Readme	https://github.com/BaseModelAI/clostera#readme-ov-file
MIT license	https://github.com/BaseModelAI/clostera#MIT-1-ov-file
Contributing	https://github.com/BaseModelAI/clostera#contributing-ov-file
Please reload this page	https://github.com/BaseModelAI/clostera
Activity	https://github.com/BaseModelAI/clostera/activity
Custom properties	https://github.com/BaseModelAI/clostera/custom-properties
3 forks	https://github.com/BaseModelAI/clostera/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FBaseModelAI%2Fclostera&report=BaseModelAI+%28user%29
Releases 6	https://github.com/BaseModelAI/clostera/releases
v1.0.5 Latest May 4, 2026	https://github.com/BaseModelAI/clostera/releases/tag/v1.0.5
+ 5 releases	https://github.com/BaseModelAI/clostera/releases
Packages 0	https://github.com/orgs/BaseModelAI/packages?repo_name=clostera
Please reload this page	https://github.com/BaseModelAI/clostera
Contributors	https://github.com/BaseModelAI/clostera/graphs/contributors
Please reload this page	https://github.com/BaseModelAI/clostera
Python 58.8%	https://github.com/BaseModelAI/clostera/search?l=python
Rust 36.3%	https://github.com/BaseModelAI/clostera/search?l=rust
Shell 4.9%	https://github.com/BaseModelAI/clostera/search?l=shell
	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.