Agentic spreadsheet extraction 📊 is hard to execute well from a price/performance standpoint because your agent needs to ingest a massive q…

Agentic spreadsheet extraction 📊 is hard to execute well from a price/performance standpoint because your agent needs to ingest a massive quantity of input tokens from a highly complex interface (e.g. the Excel file format), and emit a massive number of output tokens that accurate represents the source document. We've tuned an agentic harness within LlamaParse that can extract from even the most complex spreadsheets and schemas, and emit a large volume of structured output with extremely high accuracy. It can be used for any document, and now it can be used for spreadsheets too! Simply toggle "spreadsheet extraction" in the advanced processing options (see screenshots below) Come check it out: https://cloud.llamaindex.ai/ We've introduced native, agentic spreadsheet extraction 📊 into LlamaParse. Spreadsheets are a wildly different format from PDFs (or any other document format). They can span arbitrarily many rows/columns, lack any guarantees on tabular structure, and can have information linked …

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Source: Jerry Liu (X) | 2026-08-28