Looking for a cost-effective alternative to expensive PDF data extraction tools that can accurately pull financial tables without human review.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for a cost-effective alternative to expensive PDF data extraction tools that can accurately pull financial tables without human review.
3 real searches · 1 real-search pass
open source PDF financial table extraction Docling Camelot Marker accuracy table structure 2026Google ↗
OBSERVEDInstruction
AWS Textract AnalyzeExpense AnalyzeDocument tables pricing per page 2026 Google Document AI Azure Document Intelligence pricing table extractionGoogle ↗
OBSERVEDOther / navigational
Docling documentation table extraction PDF tables export JSONGoogle ↗
OBSERVEDInstruction
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
open source PDF financial table extraction Docling Camelot Marker accuracy table structure 2026 Google ↗
AWS Textract AnalyzeExpense AnalyzeDocument tables pricing per page 2026 Google Document AI Azure Document Intelligence pricing table extraction Google ↗
Docling documentation table extraction PDF tables export JSON Google ↗
- Docling documentation · docling-project.github.io
- Camelot documentation · camelot-py.readthedocs.io
- GitHub - camelot-dev/camelot: A Python library to extract tabular data from PDFs · github.com
- MinerU on GitHub · github.com
- Textract pricing · aws.amazon.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
open source PDF financial table extraction Docling Camelot Marker accuracy table structure 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
AWS Textract AnalyzeExpense AnalyzeDocument tables pricing per page 2026 Google Document AI Azure Document Intelligence pricing table extraction OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Docling documentation table extraction PDF tables export JSON OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |