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ragbits

Building blocks for rapid development of GenAI applications

nautilus-compass

Open memory & reliability layer for AI agents + independent judging/verification (NACRE judge, caliber-bench meta-benchmark, preregistered criteria) — by Nautilus Platform

Popularity
Repository stars1,681Highest1,254
7-day net stars——
Fork146Highest35
30-day trendInsufficient historyInsufficient history
Maintenance
Last push2026-05-182026-11-01
Maintenance notesNot verifiedNot verified
Repository created2024-09-022026-04-27
License & use
LicenseMIT · PermissiveLicense not declared
PricingPricing not verifiedPricing not verified
Basics
Browse by purposeModel and data evaluation · Retrieval-augmented generationModel and data evaluation · Retrieval-augmented generation
TypeApps & systemsApps & systems
SubcategoryAI appsAI apps
PlatformNot verifiedNot verified
Cost detailsCheck current official software, hosting, model and infrastructure pricing.Check current official software, hosting, model and infrastructure pricing.
Pricing source——
First collected2026-11-032026-11-03
MetricRepository stars, not unique users or individual-skill installsRepository stars, not unique users or individual-skill installs
LanguagePythonPython
About this projectBuilding blocks for rapid development of GenAI applicationsOpen memory & reliability layer for AI agents + independent judging/verification (NACRE judge, caliber-bench meta-benchmark, preregistered criteria) — by Nautilus Platform
Measured at2026-11-02 19:01 UTC2026-11-02 19:01 UTC

License tiers are derived from metadata. Check obligations for your use; unknown does not mean prohibited. Ranked by repository stars, one position per repository. Stars and forks are not user counts.