Cite-and-Verify Links

Answers Grounded in Real Documentation · Shipped · workstation, home

Every suggested command cites the local on-disk manual page — no hallucinated flags.

When Halbert recommends a command or configuration directive, it cites the specific documentation source. You can open the referenced man page or wiki article yourself to verify the suggestion before running it.

RAG retrieval results include source metadata (document title, section, origin URL or man page reference). These citations are preserved through prompt injection and surfaced in the agent’s response alongside the recommendation.

Limits and invariants

Citations reference the locally indexed copy, not external URLs — they work offline.

Where this lives

• halbert_core/halbert_core/rag/pipeline.py