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  • Generative AI

    (Tutorial) Building a Visual Document Retrieval Pipeline with Collateral and Late Interaction Scoring

    by February 19, 2026
    February 19, 2026

    import subprocess, sys, os, json, hashlib def pip(cmd): subprocess.check_call((sys.executable, “-m”, “pip”) + cmd) pip((“uninstall”, “-y”, “pillow”, “PIL”, “torchaudio”, “colpali-engine”)) pip((“install”, “-q”, “–upgrade”, “pip”)) pip((“install”, “-q”, “pillow<12”, “torchaudio==2.8.0”)) pip((“install”, “-q”, “colpali-engine”, …

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