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This was a real bug in the schema dereferencing used during OCI tool conversion: nested $ref pointers lost track of the root $defs dictionary and crashed with a KeyError. It was already fixed and released as langchain-oci 0.2.5, so if you are on 0.2.4 just upgrade and the nested schemas bind fine. After fixing the region, re-run the cell and the client should initialize cleanly. Source: https://github.com/oracle/langchain-oracle/issues/176
Source: https://github.com/oracle/langchain-oracle/issues/176