feat: added common embeddings providers components

[Rutik7066]

Currently, some providers do not support reranking, and some providers do not support image embedding generation

Provider	Text Embedding	Image Embedding	Reranking
OpenAI	✅	❌	❌
Cohere	✅	✅	✅
Hugging Face	✅	❌	❌
VoyageAI	✅	❌	✅

/closes #16
/claim #16

[Rutik7066]

OpenAI

OpenAI.Embed_compressed.mp4

[Rutik7066]

HF

HF.Embed_compressed.mp4

[Rutik7066]

Cohere

Cohere.Embed_compressed.mp4

[Rutik7066]

VoyageAI

VoyageAI.Embed_compressed.mp4

[iambenkay]

You might want to remove these videos and change them to a version that does not PUBLICLY expose your API Keys?
Just a suggestion anyways

[Rutik7066]

Thanks man!! I deleted keys after recording the videos.🙌

[iambenkay]

Alright I was scared for you for a minute 😎

[iambenkay]

I left some helpful comments.

You also need to update this line

Makefile.toml#L156

and

Makefile.toml#L140

with entries like: embed_openai, embed_cohere, embed_voyageai

EDIT:
A better solution is to add a copy-release-artifacts and copy-debug-artifacts to the makefiles in the domains instead and call them from the parent Makefile.

I wrote it this way at a time when I was struggling with calling external makefiles in duckscript but that is no longer a challenge. You can edit it to reflect this behavior. That would help prevent the scope of a particular domain spilling into the general Makefile at the root

[Rutik7066]

@vigoo Microsoft is discontinuing the Bing search api in August. Should I still add it? all others are implemented and tested