rag

Tested projects carrying the rag topic, with their current verdicts. Topics come from each project's own metadata and Argusic's pool tags. Spellings of the same topic are gathered here under one name, so this page holds every project tagged any of them.

Measured by Argusic on a fresh machine every time. Every number links to its evidence.

What Argusic measured in rag

Argusic installed and ran 26 rag projects on clean machines: 15 reached a running state, 7 only ran against stand-in services, 4 did not run. Last tested September 23, 2026.

Every tested rag project

subjectverdictlanguagerunslast tested
claude-contextRuns with mocksTypeScript3
book-to-skillRunsPython3
graphifyRunsPython3
PharosRAGRuns with mocksPython2
docling-StudioRunsPython2
Companion-SpaceRunsPython2
marm-memoryRunsPython2
ArkhamMirrorRunsPython2
EnterpriseAgentFrameworkRunsJava2
memory-osRunsPython2
DEEIX-ChatRunsGo2
PrismerCloudRuns with mocksTypeScript2
pipeshub-aiRuns with mocksPython2
ODSRuns with mocksPython2
YuxiRunsPython2
utopiaRunsRust2
orbitCould not verifyPython2
LaunchStackRunsTypeScript2
fessCould not verifyJava2
selfhost-aiCould not verifyShell2
seekdbCould not verifyC++2
DirectorRuns with mocksPython1
UpsonicRunsPython3
openagentRunsGo2
awesome-agentic-ai-zhRuns with mocksPython1
headroomRunsPython1

All tested projects: subjects.