Ollama vs Text Embeddings Inference
A side-by-side comparison of two self-hosted local llm runners options — licensing, setup difficulty, resource needs, and what each one replaces.
Not the right match-up?
Ollama
Run large language models locally with a simple CLI and API
VS
Text Embeddings Inference
Fast inference server for text embedding models
| Feature | Ollama | Text Embeddings Inference |
|---|---|---|
| Category | Local LLM Runners | Local LLM Runners |
| License | MIT | Apache-2.0 |
| Language | Go | Rust |
| Setup difficulty | Easy | Medium |
| Min. RAM | 8,192 MB | 2,048 MB |
| Deployment | docker, binary, bare-metal | docker |
| GitHub stars | ★ 178,027 | ★ 4,985 |
| First released | 2023 | 2023 |
| Replaces | ChatGPT, OpenAI API | OpenAI Embeddings API |
Why pick each one
Choose Text Embeddings Inference if…
- Released under the Apache-2.0 license
- First-class Docker support for quick deployment
- Active community (5k GitHub stars)
- Written in Rust
Frequently asked questions
Is Ollama or Text Embeddings Inference better?
Ollama is the stronger all-round pick: it has both the larger community and the simpler easy setup. Consider Text Embeddings Inference if its specific feature set fits your needs better.
Are Ollama and Text Embeddings Inference free and open-source?
Yes. Ollama is licensed under MIT and Text Embeddings Inference under Apache-2.0. Both can be self-hosted at no software cost.
Can I run Ollama and Text Embeddings Inference with Docker?
Ollama: yes. Text Embeddings Inference: yes.