InvalidDimensionException: Embedding dimension 1024 does not match collection dimensionality 1536

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I am facing this issue when I was ingesting the text & image embeddings in the same collection of chroma DB.
tried this code snippet but got the same exception

vectorstore = Chroma( collection_name=collection_name, embedding_function=OpenCLIPEmbeddings(), client=chroma_client)

Then I tried again with dimension parameter in openclipembedding() function

vectorstore = Chroma( collection_name=collection_name, embedding_function=OpenCLIPEmbeddings(dimension=1536), client=chroma_client)

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