open-parse
surya
| open-parse | surya | |
|---|---|---|
| 3 | 6 | |
| 1,782 | 6,209 | |
| - | - | |
| 9.2 | 8.4 | |
| 8 days ago | 8 days ago | |
| Python | Python | |
| MIT License | GNU General Public License v3.0 only |
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open-parse
- Show HN: Beyond text splitting – improved file parsing for LLM's
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Running OCR against PDFs and images directly in the browser
I recently built a similar tool except it’s configured to use some deep learning libraries for the table extraction. I’m excited to integrate unitable which has state of the art performance later this week.
I built this because most of the basic layout detection libraries have terrible performance on anything non trivial. Deep learning is really the long term solution here.
https://github.com/Filimoa/open-parse
- Show HN: Open-source, high performance document chunking for LLM's
surya
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New open source AI model for document segmentation and unstructured ETL
Would this be able to incorporate the models from Surya —
https://github.com/VikParuchuri/surya
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Show HN: Beyond text splitting – improved file parsing for LLM's
This looks great! You might be interested in surya - https://github.com/VikParuchuri/surya (I'm the author). It does OCR (much more accurate than tesseract), layout analysis, and text detection.
The OCR is slow on CPU (working on it), but faster than tesseract (CPU-only) on GPU.
Happy to discuss more, feel free to email me (in profile).
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LlamaCloud and LlamaParse
You may want to try https://github.com/VikParuchuri/surya (I'm the author). I've only benchmarked against tesseract, but it outperforms it by a lot (benchmarks in repo). Happy to discuss.
You could also try https://github.com/VikParuchuri/marker for general PDF parsing (I'm also the author) - it seems like you're more focused on tables.
- Show HN: Surya – OCR and line detection in 93 languages
- Surya: Multilingual Document OCR Toolkit
What are some alternatives?
cmdf - this thing will fix misspelled commands by learning from your history.
stable-diffusion-webui - Stable Diffusion web UI
Auto-GPT - An experimental open-source attempt to make GPT-4 fully autonomous. [Moved to: https://github.com/Significant-Gravitas/Auto-GPT]