Top 5 document-understanding Open-Source Projects

ragflow

6 5,516 9.5 Python

RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

Project mention: RAGFlow is an open-source RAG engine based on deep document understanding | news.ycombinator.com | 2024-04-01

Just link them to https://github.com/infiniflow/ragflow/blob/main/rag/llm/chat... :)

deepdoctection

8 2,172 9.1 Python

A Repo For Document AI

Project mention: Show HN: Beyond text splitting – improved file parsing for LLM's | news.ycombinator.com | 2024-04-07

https://github.com/deepdoctection/deepdoctection
Have you tried this ?

InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
awesome-document-understanding

4 1,115 4.5

A curated list of resources for Document Understanding (DU) topic
document-ai-samples

5 182 8.9 Jupyter Notebook

Sample applications and demos for Document AI, the end-to-end document processing platform on Google Cloud

Project mention: When Will the GenAI Bubble Burst? | news.ycombinator.com | 2024-04-04

Thanks for the example and that sounds really solid cost savings and definitely agree with the trend that it is here to stay.
For invoice parsing (various formats), are you just using GPT4V? When GPT4V initially came out, i benchmarked it against an out of the box invoice parser from Google Cloud (https://cloud.google.com/document-ai) on 16 documents and it was much better accuracy wise. For ex: i'd get results parsing 10,100 as 101100 (no comma).
Curious if you saw problems like this in your pipeline or if its gotten much better since?

pytesseract-ocr-plugin

1 8 6.4 Python

Run optical character recognition with PyTesseract from the FiftyOne App!

Project mention: Plugin for Building and Managing Plugins! | dev.to | 2024-02-09

Week 5: 👓Optical Character Recognition (OCR) & 🔑Keyword Search

WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).