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Text Embeddings Inference vs Sonar: catalog facts
Text Embeddings InferenceSonar
Free

Free and open source under the Apache 2.0 licence.

Free

Free and open source under the AGPL-3.0 licence.

macOS, Linux, Self-hosted macOS, Linux, Self-hosted, Command line
  • Supports many popular embedding and reranker model families
  • Small Docker images with fast startup
  • OpenAI-compatible API with streaming, embeddings and tool calls
  • Continuous batching and several forms of parallelism for many concurrent users
  • Serves embedding and classification models only, not text generation
  • Set up as a server, so it suits developers rather than casual users
  • Aimed at server deployments rather than casual desktop chat
  • Recently renamed from Aphrodite Engine, so older guides use the old name
Downloadable app, Self-hosted Downloadable app, Self-hosted
Open source Open source
License: Apache-2.0 License: AGPL-3.0
No account needed No account needed
Works offline Not stated if it works offline

Checked October 2, 2026

Checked September 26, 2026

Catalog facts only. Anything “not stated” is unconfirmed. Check full listings for details.