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embedding_serialization
ai-agents-embedding-serializat-when-using-an-embedding-model-that-returns-numpy-f-23365ca5
IFWhen using an embedding model that returns numpy.float32 arrays (e.g., SentenceTransformers, InstructorEmbedding) and calling `storage_context.persist()`, a `TypeError: Object of type float32 is not JSON serializable` occurs.
THENConvert numpy types to native Python types before persistence. Either modify the embedding model to return lists (e.g., use `.tolist()` on embeddings) or apply a custom JSON serializer that handles numpy dtypes. For InstructorEmbedding, adjust the `_embed` method to convert embeddings to Python floats.
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