'BedrockEmbeddings' object is not callable

[haiderghaleb]

Hey everyone,

I'm facing issues while running 01_qa_w_rag_claude.ipynb, everything is configured correcting and running until the step of

query_embedding = vectorstore_faiss.embedding_function(query)
np.array(query_embedding)

when I run it, I get the below error:

[amazon-bedrock-workshop/03_QuestionAnswering/01_qa_w_rag_claude.ipynb] Cell 22 line 1
----> [1](amazon-bedrock-workshop/03_QuestionAnswering/01_qa_w_rag_claude.ipynb#X30sZmlsZQ%3D%3D?line=0) query_embedding = vectorstore_faiss.embedding_function(query)
      [2](amazon-bedrock-workshop/03_QuestionAnswering/01_qa_w_rag_claude.ipynb#X30sZmlsZQ%3D%3D?line=1) np.array(query_embedding)

TypeError: 'BedrockEmbeddings' object is not callable

I tried to see how to fix the issue, but there was no solution.

Does anyone know how to fix this issue?

[BehnooshParsa]

I changed the code to the following and it worked. query_embedding = vectorstore_faiss.embedding_function.embed_query(query)

[rsgrewal-aws]

@BehnooshParsa could you please raise a PR for the fix

[egor-miasnikov]

PR https://github.com/aws-samples/amazon-bedrock-workshop/pull/156

[w601sxs]

Closing this; please refer to the latest bedrock workshop update and reopen if still relevant