Added new example for DeepSeek Models #12804
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Description
This pull request introduces enhancements to the DeepSeek-Chatbot example within the IPEX-LLM repository to provide better support for hybrid CPU+XPU usage.
1. Why the change?
This improvement ensures seamless operation on Intel AI PCs, leveraging the hybrid CPU+XPU architecture to optimize deepseek model performance.
Related issue: N/A
2. User API changes
This chatbot has a file upload confirmation message to ensure users receive feedback immediately after uploading a document.
I Introduced a user friendly option to toggle between CPU, XPU, and CPU+XPU modes for more flexible deployment.
3. Summary of the change
4. How to test?
I added a readme file that explained how to run and test it.