• Currently, the SymbolDocEmbeddingHandler only updates the symbol commit hash and source code, without changing the existing embedding. The addition of more functionalities for updating the existing embedding has not been mentioned, but it could be a useful feature to include in future iterations, especially as the source code could change over time, implying a change in the symbol’s meaning too.

  • At the moment, the SymbolDocEmbeddingHandler only supports a batch size of 1. There could be plans to support different batch sizes in the future, but this is not specified. The batch size could affect the speed and memory usage of the model, so it’s an aspect worth considering.

  • If there is no source code available for a symbol, the current implementation raises a ValueError. Handling cases where source code is not available might entail providing a placeholder or default value, or skipping those particular symbols in the processing.

  • If the source code within a symbol is incorrect or faulty, it’s not clearly specified how the SymbolDocEmbeddingHandler would handle that. A robust system should ideally have some error-checking or validation mechanisms to handle such scenarios. However, such details were not mentioned and might depend on how the symbols are generally created and how reliable that process is.