Embedding update

[pengjunfeng11]

Change the overall architecture of the Embedding model and support Fast Embed. There may be missed code, you need to verify the completion.
need check :

1. The function test_embedding_model_with_fast_embed in test_embedding_models.py(in other device, like cuda、mps....)
2. In all create_embedding_model_instance methods, the transfer, setting, and use of the devices parameters

[pengjunfeng11]

更新了很多内容。建议严格检查一下：

1. 测试用例有没有缺陷
2. 模型的调用方式能不能够支持现在的架构
3. 在不同设备（cuda、cpu）上的运行（本地机器环境有限）
4. 调用之后的返回格式
5. 传参是否有异常

[pengjunfeng11]

CI progress Error:
ModuleNotFoundError: No module named 'fastembed', seems like need run pip install fastembed

No need to install other packages.