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| title: DocuMind | |
| emoji: π§ | |
| colorFrom: blue | |
| colorTo: purple | |
| sdk: gradio | |
| app_file: app.py | |
| pinned: true | |
| license: mit | |
| sdk_version: 6.18.0 | |
| tags: | |
| - track:backyard | |
| - achievement:offgrid | |
| # π§ DocuMind - Smart Document Analyzer | |
| > AI-powered document analysis and OCR tool | AIι©±ε¨ηζζ‘£εζδΈOCRε·₯ε · | |
| ## β¨ Features | εθ½ηΉζ§ | |
| | Feature | Description | ζζ― | | |
| |---------|-------------|------| | |
| | π Document Analysis | Parse PDF, Word, TXT files | PyPDF2, python-docx | | |
| | π€ AI Summary | Generate intelligent summaries | GPT-2 (1.5B) | | |
| | βοΈ AI Rewrite | Rewrite with custom prompts | GPT-2 (1.5B) | | |
| | π¬ Document Q&A | Answer questions about document | GPT-2 + TF-IDF | | |
| | πΌοΈ Image Description | AI image captioning | BLIP (0.4B) | | |
| | π OCR Recognition | Extract text from images | EasyOCR | | |
| | π Bilingual | Chinese & English support | - | | |
| ## π¬ Demo Video | ζΌη€Ίθ§ι’ | |
| - YouTube: https://youtu.be/1iR65sq0HmA | |
| ## π± Social Media | η€ΎδΊ€εͺδ½ | |
| - Twitter (Video): https://x.com/bingeaigc/status/2064999685476257999 | |
| - Twitter (Project): https://x.com/bingeaigc/status/2064999682582196665 | |
| ## π Links | ιΎζ₯ | |
| - **Live Demo**: https://huggingface.co/spaces/build-small-hackathon/documind | |
| - **GitHub**: https://github.com/Binge-666/documind | |
| ## π Quick Start | εΏ«ιεΌε§ | |
| ```bash | |
| pip install -r requirements.txt | |
| python app.py | |
| Open http://localhost:7860 | ζεΌ http://localhost:7860 | |
| π Requirements | θ¦ζ± | |
| - β AI Model β€ 32B params (GPT-2: 1.5B + BLIP: 0.4B) | |
| - β Hugging Face ecosystem | |
| - β Deployed on HF Spaces | |
| π οΈ Tech Stack | ζζ―ζ | |
| - UI: Gradio | |
| - NLP: GPT-2 (Hugging Face Transformers) | |
| - Q&A: TF-IDF + Cosine Similarity (scikit-learn) | |
| - Image AI: BLIP (Hugging Face Transformers) | |
| - OCR: EasyOCR | |
| - Document: PyPDF2, python-docx | |
| π License | |
| MIT |