├── .github └── workflows │ └── deploy-mkdocs.yml ├── .gitignore ├── README.md ├── archives ├── README.md ├── ToDo.md ├── app1.py ├── application │ └── app.py ├── dataset │ └── synthetic_dataset_prep.ipynb ├── evaluation │ └── eval.py └── tdl_app.py ├── demo.py ├── docs ├── assets │ └── llama.png ├── colpaliRAG.ipynb ├── demo.ipynb ├── hybridColpaliRAG.ipynb ├── index.md ├── simpleRAG.ipynb └── visionRAG.ipynb ├── examples ├── base_implementation │ ├── clip_embed.py │ ├── colpali_embed.py │ ├── colpali_simple.py │ ├── hybrid_colpali_embed.py │ ├── jina_clip_embed.py │ └── text_embed.py ├── colpaliDemo.py ├── data │ ├── colpali.md │ └── colpali.pdf ├── hybridColpaliDemo.py ├── inference_colpali │ ├── demo_with_heatmaps.py │ └── modal_demo_heatmaps_comparing_colpali_models.py ├── textDemo.py └── visionDemo.py ├── mkdocs.yml ├── pyproject.toml └── varag ├── __init__.py ├── chunking └── __init__.py ├── config.yml ├── llms ├── __init__.py ├── base.py └── provider │ ├── litellm.py │ └── 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