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Added method save_pretrained() to RAGMultiModalModel + Updated information about vidore/colqwen2-v0.1 support + Extended example of index_root #52

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  1. Added method save_pretrained() to RAGMultiModalModel Class
  2. Updated information about vidore/colqwen2-v0.1 support in readme.md
  3. Extended example of index_root in readme.md

Hey Benjamin! Please accept my connection request on LinkedIn. I want to learn & contribute more to this amazing project more. I want to make a video about a project that I made ( Complete Local Multimodal RAG with Byaldi and Pixtral ) & if you would want to give 30mins of your time and be a part of it. My LinkedIn account is - https://www.linkedin.com/in/debopam-chowdhury-param-600619229/ . You can see a few of my previous videos there. Thank you, Benjamin.

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