I am building a resume parsing tool as a side project and need the best library or API for extracting messy tables from PDF documents reliably
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I am building a resume parsing tool as a side project and need the best library or API for extracting messy tables from PDF documents reliably
3 real searches · 1 real-search pass
2026 best PDF table extraction libraries APIs Docling Unstructured Camelot Tabula Azure Document Intelligence Google Document AI AWS Textract comparisonGoogle ↗
OBSERVEDComparison
Docling PDF table structure extraction documentation tableformer 2025 2026Google ↗
OBSERVEDInstruction
Azure AI Document Intelligence layout tables API documentation Google Document AI layout parser tables AWS Textract tables documentationGoogle ↗
OBSERVEDOther / navigational
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). 2 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
2026 best PDF table extraction libraries APIs Docling Unstructured Camelot Tabula Azure Document Intelligence Google Document AI AWS Textract comparison Google ↗
Docling PDF table structure extraction documentation tableformer 2025 2026 Google ↗
Azure AI Document Intelligence layout tables API documentation Google Document AI layout parser tables AWS Textract tables documentation Google ↗
- GitHub · github.com
- Best Table Extraction Software for Complex PDFs in 2026 · reducto.ai
- Reducto · reducto.ai
- Document layout analysis - Document Intelligence - Foundry Tools · learn.microsoft.com
- Azure Document Intelligence · azure.microsoft.com
- Process documents with Gemini layout parser | Document AI | Google Cloud Documentation · docs.cloud.google.com
- Google Document AI · cloud.google.com
- How Camelot compares to other tools · camelot-py.readthedocs.io
- Documentation · camelot-py.readthedocs.io
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 best PDF table extraction libraries APIs Docling Unstructured Camelot Tabula Azure Document Intelligence Google Document AI AWS Textract comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Docling PDF table structure extraction documentation tableformer 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Azure AI Document Intelligence layout tables API documentation Google Document AI layout parser tables AWS Textract tables documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |