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