Saving Faiss Index file

1

Hello,

I have a chatbot within webapp, where i am saving FAISS Index file locally and then calling it again by using FAISS.load_local()
My question, is there any way that I can save those files on render and then call those files again using the same method

sample code

embeddings = GoogleGenerativeAIEmbeddings(model=embedding_model)
if not os.path.exists(self.faiss_index_path):
raise FileNotFoundError(f"FAISS index file not found at {self.faiss_index_path}")
self.vector_store = FAISS.load_local(self.faiss_index_path,
embeddings)

Regards,
Harihara Ganesh

2

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