Integration of VLM embedding model

[FUYICC]

Description

Issue #445

Summary by CodeRabbit

• New Features
  • Introduced CLIPEmbedding for image and text embedding functionalities.
• Bug Fixes
  • Improved file encoding handling in license updates.
• Tests
  • Added tests for the new CLIPEmbedding functionality, covering initialization, embedding processes, and output dimension retrieval.

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Walkthrough

The recent update brings significant enhancements to the library, including the introduction of the CLIPEmbedding class for generating embeddings for images and texts using the CLIP model. It also improves file handling by adding the encoding='utf-8' parameter and includes new test functionality for ensuring the reliability of these features.

Changes

File Path	Change Summary
.../embeddings/__init__.py	Added CLIPEmbedding to exported entities.
.../embeddings/clip_embedding.py	Introduced CLIPEmbedding class for image and text embeddings using CLIP.
licenses/update_license.py	Enhanced file handling with encoding='utf-8' parameter.
test/embeddings/test_clip_embeddings.py	New tests for CLIPEmbedding initialization, embedding functionalities, and output dimension retrieval.

🐇✨
A leap in the code, a hop in the right,
With CLIP embeddings, we shine so bright.
Text and images, together at last,
In binary streams, our worries are past.
🌟📚
Here's to the changes, both big and small,
CodeRabbit's updates, a joy for all.
🎉🐰

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[Wendong-Fan]

Hey @dandansamax @Appointat ,

Could you pls review this PR if you have time? I have approved and let's get one more approval to merge this PR, thanks!

[Wendong-Fan]

Hey @Appointat, thanks for your detailed polish on the docstring! If other parts is also good for you could you approve this PR? Also one quick tip, maybe it's better to use review mode list suggestions rather than push commit directly, it would be better for PR owner to track the issue and learn from your review~

[Appointat]

Hey @Appointat, thanks for your detailed polish on the docstring! If other parts is also good for you could you approve this PR? Also one quick tip, maybe it's better to use review mode list suggestions rather than push commit directly, it would be better for PR owner to track the issue and learn from your review~

Hey, thanks for the tip! I appreciate the tip for the code review. It does make sense to maintain clarity and help the PR owner to track changes. I was previously concerned that my comments were too numerous, to the point where code review would waste too much time for both parties, so I committed the changes directly. By the way, my recent commits were focused on formatting and adding comments to improve code readability and maintainability. I've gone through the rest of the changes in the PR, and everything looks good to me. Good job!

[dandansamax]

By the way, my recent commits were focused on formatting and adding comments to improve code readability and maintainability.

Yeah. It makes sense not to leave every single detail in comments. The contributor can directly learn from reviewer's commits.

[Appointat]

@FUYICC Hi, is the pr still in progress? Let me know if you have any difficulties.

[FUYICC]

@FUYICC Hi, is the pr still in progress? Let me know if you have any difficulties.

Thank you for your kind help! Sorry I've been mostly working on my dissertation for the past 3 weeks so I haven't had time to move forward, I'll be up and running starting next week, we'll discuss any questions anytime!