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Update bedrock.py #3462

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Update bedrock.py #3462

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14 changes: 11 additions & 3 deletions unstructured/embed/bedrock.py
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Original file line number Diff line number Diff line change
Expand Up @@ -56,9 +56,17 @@ def embed_query(self, query):
return np.array(self.bedrock_client.embed_query(query))

def embed_documents(self, elements: List[Element]) -> List[Element]:
embeddings = self.bedrock_client.embed_documents([str(e) for e in elements])
elements_with_embeddings = self._add_embeddings_to_elements(elements, embeddings)
return elements_with_embeddings
# filter out empty text
non_empty_elements = [e for e in elements if e.text.strip()]
embeddings = self.bedrock_client.embed_documents(
[str(e) for e in non_empty_elements]
)
elements_with_embeddings = self._add_embeddings_to_elements(
non_empty_elements, embeddings
)
result = elements_with_embeddings + [e for e in elements if not e.text.strip()]
return result


def _add_embeddings_to_elements(self, elements, embeddings) -> List[Element]:
assert len(elements) == len(embeddings)
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