๐จ BREAKING: IBM launches a free Python library that converts ANY document to data
Introducing Docling. Here's what you need to know: ๐งต
1. What is Docling?
Docling is a Python library that simplifies document processing, parsing diverse formats โ including advanced PDF understanding โ and providing seamless integrations with the gen AI ecosystem.
Docling is a Python library that simplifies document processing, parsing diverse formats โ including advanced PDF understanding โ and providing seamless integrations with the gen AI ecosystem.
2. Document Conversion Architecture
For each document format, the document converter knows which format-specific backend to employ for parsing the document and which pipeline to use for orchestrating the execution, along with any relevant options.
For each document format, the document converter knows which format-specific backend to employ for parsing the document and which pipeline to use for orchestrating the execution, along with any relevant options.
3. PDF Conversion to Markdown
Here is an example of the DocLayNet paper from arXiv, converted into Markdown format by Docling.
Here is an example of the DocLayNet paper from arXiv, converted into Markdown format by Docling.
4. Core Technology:
Docling includes:
- PDF Backends for parsing
- Layout Analysis Model
- Vision-Based Table Formatter
- OCR for Text
Docling includes:
- PDF Backends for parsing
- Layout Analysis Model
- Vision-Based Table Formatter
- OCR for Text
๐จ Want to learn how to build + ship AI and Data Science projects (that businesses actually want)?
On April 15th, I am hosting a free workshop to help you get started with AI + DS projects in Python.
Register here (500 seats): learn.business-science.io/ai-register ๏ฟผ
On April 15th, I am hosting a free workshop to help you get started with AI + DS projects in Python.
Register here (500 seats): learn.business-science.io/ai-register ๏ฟผ
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