SemanticScuttle - klotz.me

Tags: vision* + rag* + llm*

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1. Don’t Limit Your RAG Knowledgebase to Just Text

   This article explores how to incorporate images into a RAG (Retrieval-Augmented Generation) knowledgebase using Large Language Models (LLMs) with vision capabilities. It provides a step-by-step guide to collecting, uploading, and transcribing images for a richer and more detailed knowledgebase.

   2024-08-23 Tags: rag, knowledge base, llm, image processing, vision, transcription by klotz
2. From RAGs to Riches 10 Applications of vector search to deeply understand your data and models

   Image Similarity Search Reverse Image Search Object Similarity Search Robust OCR Document Search Semantic Search Cross-modal Retrieval Probing Perceptual Similarity Comparing Model Representations Concept Interpolation Concept Space Traversal Image Similarity Search

   2023-10-26 Tags: llm, rag, similarity, vision, document, search, machine learning by klotz

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