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# System prepended metadata

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Additionally, from Github side (Side tickets + important bugs fix):
#### Jan: @james2210 
- Refactor Jan to use Cortex ([jan#2968](https://github.com/janhq/jan/issues/2968))
- Resolving issues: and Extract data ([jan#2960](https://github.com/janhq/jan/issues/2960))
- Resolving issues:
    - Hugging Face API authentication ([jan#2756](https://github.com/janhq/jan/issues/2756)) 
    - Converting circular structure to JSON ([jan#2944](https://github.com/janhq/jan/issues/2944))
    - SHA/SIG files to validate the integrity of downloaded models ([jan#2858](https://github.com/janhq/jan/issues/2858))

#### Cortex:
- model.yaml & preset ([cortex#617](https://github.com/janhq/cortex/issues/617)) @louis_le 
- cortex engines (tensorrt-llm) ([cortex#536](https://github.com/janhq/cortex/issues/536)) 
- cortex embeddings ([jan#2848](https://github.com/janhq/jan/issues/2848)) @louis_le 
- cortex ROCm ([cortex#323](https://github.com/janhq/cortex/issues/323))
- cort‌ex Onnx ([cortex#623](https://github.com/janhq/cortex/issues/623))
- Hardwa‌re Information support ([cortex#2734](https://github.com/janhq/jan/issues/2734))

#### Other:
- Analytics @mark
