This is **Tutorial 1 of 6** in the HBV series.
Built with wisdom from THE ORCHESTRATE METHOD™ and LEVEL UP by Michael Polzin — running on pure Jido on the BEAM, teaching Active Inference from Parr, Pezzulo & Friston (2022, MIT Press, CC BY-NC-ND).
Retrieval is where most RAG systems quietly break. Traditional pipelines rely on vector similarity—embedding queries and document chunks into the same space and fetching ...
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