Local Context / RAG

./bin/akritas import-local \
  -input /srv/runbooks -source runbooks -license internal \
  -output data/runbooks
./bin/akritas build-rag-index \
  -manifest data/runbooks/train/manifest.json \
  -output data/runbooks.tgr
./bin/akritas inspect-rag-index -load data/runbooks.tgr
./bin/akritas search-rag -load data/runbooks.tgr -query 'high cpu'

The import output directory must be empty or absent. Small demonstration sets may need -validation-percent 0; otherwise the deterministic split must produce at least one validation document. Connect the index with serve -rag-index data/runbooks.tgr.

Write runbooks for humans first. Akritas can use ordinary prose as guidance for an investigation plan and choose matching tools from the authorized runtime catalog. The text does not create a capability: an SSH, restart, metrics, or log instruction is executable only when a corresponding tool is registered and authorized.