In web documentation: https://python.langchain.com/api_reference/_modules/langchain_qdrant/qdrant.html#QdrantVectorStore.from_existing_collection Argument `embedding` should be `embeddings`: https://python.langchain.com/api_reference/_modules/langchain_qdrant/qdrant.html#QdrantVectorStore.from_existing_collection Thanks!