ai-agents-embedding-function-i-valueerror-expected-embeddingfunction-call-to-have-12889d96

THEN Update your embedding function's __call__ method to accept a single 'input' argument instead of *args and **kwargs. Modify the embed_query and embed_documents methods to call the embedding function with a prepared input argument rather than passing splatted arguments.

class MyEmbeddingFunction:
    def __call__(self, input):
        # Process the single input
        return model.encode(input)

# Usage
embeddings = MyEmbeddingFunction()
Chroma.from_documents(documents=document, embedding=embeddings)