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ktx is an open-source, self-improving context layer for data agents. 주요 기능: " | ktx ingest --file - # Capture direct text ktx ingest --text "ARR excludes one-time implementation fees, " Useful flags: FlagDescription--text Capture inline text into memory, " writes to wiki/global/ Capture context as soon as it's said, # Capture a Markdown file ktx ingest --file docs/revenue-notes, 5 Configure it non-interactively: ktx setup --llm-backend codex --no-input This is separate from Codex agent-client setup, 55 agent: run_research: enabled: true Validating your config ktx validates ktx, A context layer is the trusted knowledge surface that sits between your data stack and the agents that query it, A navigable graph Those two reference fields - sl_refs from a wiki page to a semantic source, and refs from a wiki page to other wiki pages - turn the context layer into a graph agents traverse.