Qwen·Embedding·Text Embedding
Text Embeddings
model = "text-embedding"
Coming soon
Context8k tokens
Providergonka
Slugtext-embedding
Text embeddings — coming soon
Dense sentence and passage embeddings. Target model: Qwen3-Embedding-8B (state-of-the-art on MTEB as of late 2025) running on Gonka validators.
Typical uses
- RAG retrieval indexes
- Semantic clustering and deduplication
- Nearest-neighbor search over document corpora
- Zero-shot classification by embedding-distance
Expected pricing: $0.0001 per 1M tokens — effectively free during the bootstrap phase.
Blocks using Text Embeddings