Using Embedding Models to Predict Sentence Complexity2024-10-24T22:41:07+01:00•14 min read#nlp#embeddings#machine-learning#readability#bert#transformersTraditional readability formulas miss the mark. Modern embedding models can capture semantic nuance and syntactic structure, but do they actually predict complexity better?
The Embedding Dilemma: Why Your RAG Fails and How to Think in Chunks2024-10-24T10:56:28+01:00•7 min read#ai#rag#embeddings#vector databases#machine learning#nlpDiscover why monolithic embeddings fail for RAG systems and learn how chunking strategies can transform your retrieval performance.