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Top 3 Python document-understanding Projects
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ragflow
RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.
⭐️ RAG Flow on GitHub
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Stream
Stream - Scalable APIs for Chat, Feeds, Moderation, & Video. Stream helps developers build engaging apps that scale to millions with performant and flexible Chat, Feeds, Moderation, and Video APIs and SDKs powered by a global edge network and enterprise-grade infrastructure.
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Project mention: Aug 7, 2024 - Developing Data-Centric Visual AI Apps Workshop | dev.to | 2024-08-07
From concept interpolation to image deduplication, optical character recognition, and even curating your own AI art gallery by adding generated images directly into a dataset, your imagination is the only limit. Join us to discover how you can unleash your creativity and interact with data like never before.
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).
Python document-understanding discussion
Python document-understanding related posts
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RAGFlow 0.9 is released to support GraphRAG end-to-end
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Agentic RAG: Definition and Low-Code Implementation
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Agentic RAG: Definition and Low-code Implementation
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Better RAG Results with Reciprocal Rank Fusion and Hybrid Search
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Integrated Rerankers, implemented RAPTOR, RAGFlow 0.7 released
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Ask HN: RAG and unstructured data from several docs
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DeepSeek-V2 integrated, RAGFlow v0.5.0 is released
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A note from our sponsor - SaaSHub
www.saashub.com | 18 Jul 2025
Index
What are some of the best open-source document-understanding projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | ragflow | 59,883 |
| 2 | deepdoctection | 2,881 |
| 3 | pytesseract-ocr-plugin | 11 |
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