#embeddings
Embeddings: 3 AI articles covering embeddings news, analysis, and research
Articles
Perplexity AI Unveils pplx-embed-v2-late: A 0.6B Edge Model andNEW⭐7
Perplexity releases pplx-embed-v2-late: 0.6B and 9B ColBERT-style multimodal embedding models for text, image, and PDF retrieval, scoring 92.4% on MADQA.
Noisy Text in RAG: Typos, OCR, and the Gap Classical Spell-Check⭐10
How typos, OCR errors, and transcription noise break RAG retrieval—and why classical spell-check falls short, leaving embeddings to bridge the gap.
RAG Is Not the Whole Toolkit: The NLP Techniques Real Problems⭐8
RAG is powerful but not the only answer; six cheaper NLP methods—exact match, spelling fixes, keyword search, and more—solve most problems faster and with expla...