Parsr
edenai-javascript
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| Parsr | edenai-javascript | |
|---|---|---|
| 7 | 2 | |
| 5,630 | 7 | |
| 0.8% | - | |
| 4.6 | 4.3 | |
| 5 months ago | almost 2 years ago | |
| JavaScript | JavaScript | |
| Apache License 2.0 | Apache License 2.0 |
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Parsr
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LlamaCloud and LlamaParse
I'm part of the team that build LlamaParse. It's net improvement compare to other PDF->Structured Text extractors (I build several in the past, includig https://github.com/axa-group/Parsr).
For character extraction, LlamaParse use a mixture of OCR / character extraction from the PDF (it's the only parser I'm aware of that address some of the buggy PDF font issues, check the 'text' mode to see raw document before reconstruction), use a mixture of heuristic and Machine learning models to reconstruct the document.
Once plug with a Recursive retrieval strategy, allow you to get Sota result on question answering over complexe text (see notebook: https://github.com/run-llama/llama_parse/blob/main/examples/...).
AMA
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PDF GPT allows you to chat with the contents of your PDF file
I would check out https://github.com/Unstructured-IO/unstructured (what lang chain uses) or https://github.com/axa-group/Parsr (probably what unstructured copied to get their startup off the ground lol)
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Converting PDF into HTML: is it possble?
Things I still want to try: - Parsr
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[D] What pdf parser do you use for paragraph parsing for huggingface models
Parsing PDFs is very non-trivial process. Google and Amazon parses are largely based on OCRing. There are some advanced state-of-the-art NN-based OCR approaches but they are not very stable, but a stable industry standard is Tesseract, and nice all-in-one open source tools that brings a ton of tools together is https://github.com/axa-group/Parsr . hope this helps
edenai-javascript
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Tracking mentions began in Dec 2020.
What are some alternatives?
grobid - A machine learning software for extracting information from scholarly documents
Teedy - Lightweight document management system packed with all the features you can expect from big expensive solutions
deriveODM - DeriveODM is a reactive ODM - Object Document Mapper - framework, a "wrapper" around MongoDB, that removes all the hassle of data-persistence by handling it transparently in the background, in a DRY manner.
Ambar - :mag: Ambar: Document Search Engine
unstructured - Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.
gpt4-pdf-chatbot-langchain - GPT4 & LangChain Chatbot for large PDF docs
WantWords - An open-source online reverse dictionary.
pdf2htmlEX - Convert PDF to HTML without losing text or format.
FastOCR - Simple Optical Character Recognition service.
goap-js - A proof-of-concept implementation of Goal Oriented Action Planning in JavaScript
TagUI - Free RPA tool by AI Singapore
blackjack-basic-strategy - A computer vision powered Blackjack basic strategy app powered by Roboflow.