Sentence Transformers

EmbeddingGemma Model Google’s Pocket-Sized Powerhouse for Multilingual AI

The world of AI is often obsessed with scale: bigger models, more parameters, and massive computational demands. But what if the key to unlocking next-generation applications isn’t more power, but smarter, more efficient models? Google’s latest release, EmbeddingGemma, proves exactly that. Announced on September 4, 2025, EmbeddingGemma is a state-of-the-art multilingual embedding model designed from the…

Retrieval-Augmented Generation (RAG) enhances LLM text generation using external knowledge

Editor3 months ago2 weeks ago09 mins

Retrieval-Augmented Generation (RAG) enhances LLM text generation by incorporating external knowledge sources, making responses more accurate, relevant, and up-to-date. RAG combines an information retrieval component with a text generation model, allowing the LLM to access and process information from external databases before generating text. This approach addresses challenges like domain knowledge gaps, factuality issues, and hallucinations often…