This zone creates a knowledge bank of the selected biomedical vocabularies for an RAG model and a code lookup table.
The prepackaged knowledge bank is embedded with the ICD-10-CM and ICD-10-PCS codes, with each documentation representing a code, label, code type, and definition.

![flow-code-embedding.png](y3ZZUPZClqJ0)

Knowledge bank [billing_code_standardized_vocabularies_embedded](retrievable_knowledge:xvIJY6zq)
Output dataset [billing_codes_reference](dataset:billing_codes_reference)