• The JSON file should be structured in a conventional format that includes a list of symbol embeddings and their associated hash keys. Any extra or irrelevant data may cause errors.

  • As JSONSymbolEmbeddingVectorDatabase is a simple JSON database implementation, it doesn’t have stringent size limit requirements but efficiency can be a concern with very large datasets. For handling larger datasets, other forms of databases such as SQL or NoSQL might be more suitable.

  • The current implementation of JSONSymbolEmbeddingVectorDatabase does not include specific provisions for handling concurrency or sharing across different processes. Any concurrent access needs to be handled at the application level.

  • The JSONSymbolEmbeddingVectorDatabase does not explicitly support transactional operations like commit and rollback. Any database failures might need to be manually handled or recovered by reinitializing from the source data. For more advanced operations like transactions, consider using more sophisticated databases like SQLite, PostgreSQL, etc. that inherently support transaction safety.