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The Banking domain example built basel_cre20_text / bcbs239_text with bare indented string continuations (no parens, no backslash), raising IndentationError. Wrapped both in parentheses like the Clinical example. Separately, the guide passed max_hops= to retrieve() and stated it overrides the constructor's expansion depth: it does not. AgentContext.retrieve(max_hops=) is only consumed by _apply_proximity_metadata (a proximity-radius filter that needs anchor_node), and expansion depth is fixed by max_expansion_hops passed into ContextRetriever. Removed max_hops from the non-anchored retrieve call, annotated the anchored ones, corrected the intro and tuning sections, and noted query_with_reasoning() does take a real per-call max_hops. Also replaced an invented node/edge count comment with the real store() return keys and qualified an ingest_file() reference.