from langchain_openai import OpenAIEmbeddings

embeddings_models = "multimodalembedding@001"

embeddings = OpenAIEmbeddings(
    model="multimodalembedding@001",
    base_url="http://0.0.0.0:4000",
    api_key="sk-1234",  # type: ignore
)


query_result = embeddings.embed_query(
    "gs://cloud-samples-data/vertex-ai/llm/prompts/landmark1.png"
)
# print(len(query_result))
# print(query_result[:5])
print(query_result)