Sentence Transformers - State-of-the-Art Embeddings Python framework for sentence and text embeddings using transformers. When to use Sentence Transformers Use when: - Need high-quality embeddings for RAG - Semantic similarity and search - Text clustering and classification - Multilingual embeddings (100+ languages) - Running embeddings locally (no API) - Cost-effective alternative to OpenAI embeddings Metrics : - 15,700+ GitHub stars - 5000+ pre-trained models - 100+ languages supported - Based on PyTorch/Transformers Use alternatives instead : - OpenAI Embeddings : Need API-based, highest q…