The easiest CLI tool to bulk ingest documents into Elasticsearch.
BundleWalker is a local-first tool that turns a source bundle into a navigable knowledge workspace for people and AI agents. It proposes review-first writes to cited, interlinked OKF Markdown while preserving the exact bytes of every accepted source as immutable evidence.
Use LangChain and your preferred model provider to generate and validate Open Knowledge Format (OKF) bundles
OKT — open knowledge tools; OKTS — tool search and discovery for any agent.
A zero-infra MCP server that turns an Open Knowledge Format (OKF) bundle into fast, lexical-first knowledge discovery for LLM agents — no vector DB, no embeddings by default.
Experiment 2: Governed analytics for AI agents: an OKF knowledge plane linked to Malloy semantic models, with a build that proves the two agree and an eval loop that proves the agent uses them.
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