Boosting RAG-based intelligent document assistants using entity extraction, SQL querying, and agents with Amazon Bedrock
AWS Machine Learning - AI
DECEMBER 6, 2023
If we were to use RAG to converse with these reports, we could ask questions such as “What are the risks that faced company X in 2022,” or “What is the net revenue of company Y in 2022?” This allows for quickly identifying which groups may contain relevant embeddings during retrieval, without the need for pairwise comparisons.
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