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naren87

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What we learned building a multi-agent PDF table extractor

unstract.com
4 points·by naren87·8 วันที่ผ่านมา·0 comments

We Split PDF Table Extraction Across 6 Agents and a Codegen Step

unstract.com
2 points·by naren87·12 วันที่ผ่านมา·0 comments

Show HN: We built Cursor, but for data transformations [Open Source]

github.com
2 points·by naren87·3 เดือนที่ผ่านมา·0 comments

Show HN: We built Cursor, but for data transformations (open source)

github.com
1 points·by naren87·3 เดือนที่ผ่านมา·0 comments

Show HN: We built Cursor, but for data transformations (open source)

github.com
5 points·by naren87·4 เดือนที่ผ่านมา·0 comments

Show HN: Visitran – Cursor for Data Transformations (open source)

github.com
2 points·by naren87·4 เดือนที่ผ่านมา·0 comments

Why LLMs Are Not (Yet) the Silver Bullet for Unstructured Data Processing

unstract.com
5 points·by naren87·4 เดือนที่ผ่านมา·0 comments

Unstract: Open-source platform to ship document extraction APIs in minutes

github.com
1 points·by naren87·4 เดือนที่ผ่านมา·0 comments

PDF Hell: Why is extracting data still a nightmare?

unstract.com
3 points·by naren87·5 เดือนที่ผ่านมา·2 comments

Vibe Coding vs. Vibe Engineering

mfbt.ai
2 points·by naren87·5 เดือนที่ผ่านมา·0 comments

Why LLMs Are Not (Yet) the Silver Bullet for Unstructured Data Processing

unstract.com
1 points·by naren87·6 เดือนที่ผ่านมา·0 comments

Unstract: Open-source platform to ship document extraction APIs/MCPs in minutes

github.com
2 points·by naren87·6 เดือนที่ผ่านมา·0 comments

Unstract: Open-source platform to ship document extraction APIs in minutes

github.com
1 points·by naren87·7 เดือนที่ผ่านมา·0 comments

Specification Grounding: The Missing Link in Vibe Coding

unstract.com
3 points·by naren87·7 เดือนที่ผ่านมา·0 comments

Unstract: Open-source platform to ship document extraction APIs/MCPs in minutes

github.com
2 points·by naren87·8 เดือนที่ผ่านมา·0 comments

Unstract: Open-source platform to ship document extraction APIs/MCPs in minutes

github.com
1 points·by naren87·9 เดือนที่ผ่านมา·0 comments

Unstract: Open-source platform to ship document extraction APIs/MCPs in minutes

github.com
2 points·by naren87·10 เดือนที่ผ่านมา·0 comments

comments

naren87
·9 เดือนที่ผ่านมา·discuss
Great benchmark! It highlights an important but often downstream problem. In real-world pipelines, the bigger issue comes before this: extracting tables from PDFs or scans without breaking their layout. Once the structure is lost (merged headers, nested cells, footnotes, etc.), no data format can fully recover it.

Check out LLMWhisperer from Unstract —> it preserves table and layout fidelity when converting documents for LLM use. You can try it on complex PDFs or forms here: https://pg.llmwhisperer.unstract.com (no signup needed)

Layout preservation upstream often improves downstream accuracy more than choosing between CSV, JSON, or Markdown. Find more details here: https://unstract.com/llmwhisperer/