Add Support for Additional Embedding Providers

[vikrampm1]

We added embedding support for OpenAI via #881. The goal of this task is to expand support beyond OpenAI by integrating additional embedding providers, such as Azure OpenAI and Ollama, to provide more flexibility in embedding options.