Add colpali blueprint

[mingshl]

Description

Add colpali blueprint
https://huggingface.co/vidore/colpali-v1.3-hf

Related Issues

Resolves #[Issue number to be closed when this PR is merged]

Check List

• New functionality includes testing.
• New functionality has been documented.
• API changes companion pull request created.
• Commits are signed per the DCO using --signoff.
• Public documentation issue/PR created.

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[Zhangxunmt]

This is a duplication to the step 2.A. or the 2.A can be deleted.

[mingshl]

2.A is for an open source domain, if you look closer, we use aws signature for credentials. but if using AWS domain, we need iam role.

           "access_key": "{{access_key}}",
            "secret_key": "{{secret_key}}",
            "session_token": "{{session_token}}"

[codecov]

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 81.80%. Comparing base (d8c6208) to head (1f233b2).
⚠️ Report is 1 commits behind head on main.

Additional details and impacted files

@@             Coverage Diff              @@
##               main    #4130      +/-   ##
============================================
- Coverage     81.80%   81.80%   -0.01%     
+ Complexity     8847     8846       -1     
============================================
  Files           761      761              
  Lines         38099    38099              
  Branches       4250     4250              
============================================
- Hits          31168    31165       -3     
- Misses         5110     5113       +3     
  Partials       1821     1821              

Flag	Coverage Δ
ml-commons	81.80% <ø> (-0.01%)	⬇️

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