🖥 PDF CRAFT-a python library for converting PDF (primarily scanned books) in Markdown and EPUB using local AI models and LLM to structure the contents Github
Basic possibilities
- extracting text and layout Uses the combination of Doclayout-Yolo and its own algorithms for detecting and filtering headlines, columns, footnotes and page numbers
- Local OCR Recognizes the text on the page via Onnxocr, supports acceleration on GPU (CUDA)
- Determining the order of reading With the help of LayoutReader, it builds a flow of text in the order in which it is perceived by a person
- Converting in Markdown Generates .MD with relative links to images (illustrations, tables, formulas) in the Assets folder
Installation and requirements Python ≥ 3.10 (recommended 3.10.16).
Pip Install PDF-Craft and PIP Install Onnxruntime == 1.21.0 (or Onnxruntime-GPU == 1.21.0 for CUDA).
For an EPUB conveier, you need access to the LLM service (for example, Deepseek).
🖥 PDF CRAFT-a python library for converting PDF (primarily scanned books) in Markdown and EPUB using local AI models and LLM to structure the contents Github
Basic possibilities
- extracting text and layout Uses the combination of Doclayout-Yolo and its own algorithms for detecting and filtering headlines, columns, footnotes and page numbers
- Local OCR Recognizes the text on the page via Onnxocr, supports acceleration on GPU (CUDA)
- Determining the order of reading With the help of LayoutReader, it builds a flow of text in the order in which it is perceived by a person
- Converting in Markdown Generates .MD with relative links to images (illustrations, tables, formulas) in the Assets folder
Installation and requirements Python ≥ 3.10 (recommended 3.10.16).
Pip Install PDF-Craft and PIP Install Onnxruntime == 1.21.0 (or Onnxruntime-GPU == 1.21.0 for CUDA).
For an EPUB conveier, you need access to the LLM service (for example, Deepseek).
However, analysts are positive on the stock now. “We have seen a huge downside movement in the stock due to the central electricity regulatory commission’s (CERC) order that seems to be negative from 2014-15 onwards but we cannot take a linear negative view on the stock and further downside movement on the stock is unlikely. Currently stock is underpriced. Investors can bet on it for a longer horizon," said Vivek Gupta, director research at CapitalVia Global Research.
The SSE was the first modern stock exchange to open in China, with trading commencing in 1990. It has now grown to become the largest stock exchange in Asia and the third-largest in the world by market capitalization, which stood at RMB 50.6 trillion (US$7.8 trillion) as of September 2021. Stocks (both A-shares and B-shares), bonds, funds, and derivatives are traded on the exchange. The SEE has two trading boards, the Main Board and the Science and Technology Innovation Board, the latter more commonly known as the STAR Market. The Main Board mainly hosts large, well-established Chinese companies and lists both A-shares and B-shares.
