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+# End to End Example using Llama models for Multi-Modal RAG
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+TODO: Add details later
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+Step 1: Data Prep and Synethetic Labelling using 11B model
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+Step 2: Cleaning up Synthetic Labels and preparing the dataset
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+Step 3: Notebook 3: MM-RAG using lance-db to validate idea
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+Step 4: Gradio App using Together API for Llama-3.2-11B and Lance-db for RAG
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+
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+TODO: Add Diagram/Flow-Chart
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