SPIRITTLLMWhisperer

LLMWhisperer text.
Ready for real workflows.

SPIRITT uses LLMWhisperer to read the documents that break ordinary parsers. It converts scans, forms and tables into layout-faithful text, traces every value back to its line on the page and builds the search, extraction and review systems on top.

SPIRITT Workspace input reading Connect me to LLMWhisperer, with the LLMWhisperer icon in a compact app tile.

What you can do with LLMWhisperer.

  • Layout kept intact

    Converts PDFs and scans in native text, low-cost, high-quality, form or table modes.

  • Every value traced

    Line-level coordinates let each extracted value highlight back to its place on the page.

  • Big batches handled

    Completion callbacks, status checks and usage stats keep large jobs moving.

Get started in three steps.

01

Open your workspace

Start a SPIRITT workspace for your document pipeline and the systems it feeds.

A workspace connected to structured data
02

Connect LLMWhisperer

Connect LLMWhisperer with your API key so SPIRITT can convert documents and manage callbacks.

SPIRITT Workspace input reading Connect me to LLMWhisperer, with the LLMWhisperer icon in a compact app tile.
03

Delegate an outcome

Point SPIRITT at the documents and the outcome. It converts, extracts and delivers the result.

Data, charts, and recurring workflow arrows

Hard documents, finally readable

Questions

LLMWhisperer, with SPIRITT.

01What can SPIRITT do with LLMWhisperer?+
It converts PDFs and scans to text, retrieves results, returns line coordinates for highlighting, manages completion webhooks and reports usage.
02How do I connect LLMWhisperer?+
Open a SPIRITT workspace, connect LLMWhisperer with your API key and point SPIRITT at your documents.
03Which processing modes are available?+
Native text, low cost, high quality, form and table, chosen per document to balance accuracy and cost.
04Can values link back to the page?+
Yes. LLMWhisperer returns page and bounding-box coordinates for each line, so SPIRITT can highlight sources in review tools.
05Can finished conversions start the next step?+
Yes. SPIRITT registers an LLMWhisperer webhook to an endpoint it runs, so each completed conversion moves straight into the workflow.
06Can SPIRITT track page usage?+
Yes. It checks quotas and remaining pages and reports usage by tag and date range.
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