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Tables are a hard case for RAG, even if you parse them perfectly into Markdown, the LLMs still tend to struggle with interpreting them.
by zbyforgotp 2y ago
Tables are a hard case for RAG, even if you parse them perfectly into Markdown, the LLMs still tend to struggle with interpreting them.
- deleted 2y ago[deleted]
- constantinum 2y agoIndeed! Accuracy is only a part of the problem. One way to crack this is to maintain the layout in the extraction. Layout preservation means more context and better LLM interpretation. A write-up is here if you are curious https://unstract.com/blog/extract-table-from-pdf/ https://unstract.com/blog/extract-table-from-pdf/