Cosine Similarity

Method Sharing: Text Analysis Using Word Embedding

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Method Sharing: Text Analysis Using Word Embedding

Introduction Text analysis has traditionally been dominated by qualitative methods, with the two most common being interpretive close reading and systematic qualitative coding. Both are limited by human reading speed, making them unsuitable for analyzing extremely large corpora. Currently, two popular quantitative text analysis methods are semantic network analysis and topic modeling. While both make … Read more

Why Your RAG Isn’t Working? Main Reasons and Solutions

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Why Your RAG Isn't Working? Main Reasons and Solutions

Source: DeepHub IMBA This article is approximately 4200 words long and is suggested to be read in 5 minutes. This article reveals the main reasons for the failure of ordinary RAGs and provides specific strategies and methods to bring your RAG closer to production stage. Countless companies are attempting to use Retrieval-Augmented Generation (RAG), but … Read more