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michaelfeil authored Aug 23, 2024
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* **Tested implementation**: Unit and end-to-end tested. Embeddings via infinity are correctly embedded. Lets API users create embeddings till infinity and beyond.
* **Easy to use**: Built on [FastAPI](https://fastapi.tiangolo.com/). Infinity CLI v2 allows launching of all arguments via Environment variable or argument. OpenAPI aligned to [OpenAI's API specs](https://platform.openai.com/docs/guides/embeddings/what-are-embeddings). View the docs at [https:///michaelfeil.github.io/infinity](https:///michaelfeil.github.io/infinity) on how to get started.

<p align="center">
<a href="https://github.com/runpod-workers/worker-infinity-embedding"><img src="https://github.com/user-attachments/assets/24f1906d-31b8-4e16-a479-1382cbdea046" alt="Logo Runpod" width="50"/></a>
<a href="https://github.com/runpod-workers/worker-infinity-embedding">
<a href="https://www.truefoundry.com/cognita"><img src="https://github.com/user-attachments/assets/1b515b0f-2332-4b12-be82-933056bddee4" alt="Logo TrueFoundry" width="50"/></a>
<a href="https://vast.ai/article/serving-infinity"><img src="https://github.com/user-attachments/assets/8286d620-f403-48f5-bd7f-f471b228ae7b" alt="Logo Vast" width="46"/></a>
<img src="https://github.com/user-attachments/assets/3fde1ac6-c299-455d-9fc2-ba4012799f9c" alt="Logo DataGuard" width="50"/>
<a href="https://community.sap.com/t5/artificial-intelligence-and-machine-learning-blogs/bring-open-source-llms-into-sap-ai-core/ba-p/13655167"><img src="https://github.com/user-attachments/assets/743e932b-ed5b-4a71-84cb-f28235707a84" alt="Logo SAP" width="47"/></a>
<a href="https://x.com/StuartReid1929/status/1763434100382163333"><img src="https://github.com/user-attachments/assets/477a4c54-1113-434b-83bc-1985f10981d3" alt="Logo Nosible" width="44"/></a>
<img src="https://github.com/user-attachments/assets/a68da78b-d958-464e-aaf6-f39132be68a0" alt="Logo FreshWorks" width="50"/>
<a href="https://github.com/dstackai/dstack/tree/master/examples/deployment/infinity"><img src="https://github.com/user-attachments/assets/9cde2d6b-dc16-4f0a-81ba-535a84321467" alt="Logo Dstack" width="50"/></a>
</p>

### Latest News 🔥

- [2024/07] Inference deployment example via [Modal](./infra/modal/README.md) and a [free GPU deployment](https://infinity.modal.michaelfeil.eu/)
- [2024/06] Support for multi-modal: clip, text-classification & launch all arguments from env variables
- [2024/05] launch multiple models using the `v2` cli, including `--api-key`
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All contributions must be made in a way to be compatible with the MIT License of this repo.

### Citation
```json
```
@software{feil_2023_11630143,
author = {Feil, Michael},
title = {Infinity - To Embeddings and Beyond},
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