finish + revise prompt design docs [few-shot]

[shreya-51]

[✅] sgicl
[✅] example ordering
[] knn
[] votek

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🚀	This description was created by Ellipsis for commit 930643a

Summary:

This PR revises the SG-ICL documentation by updating example generation methods, renaming sections for clarity, and ensuring consistency across navigation files.

Key points:

• Updated docs/prompting/few_shot/example_generation/sg_icl.md to improve explanation and implementation of SG-ICL.
• Changed class names and function parameters in sg_icl.md for clarity and consistency.
• Renamed section in docs/prompting/index.md from "Auto-Generate Examples" to "Generate Examples".
• Updated mkdocs.yml to reflect changes in navigation titles for consistency.

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[ellipsis-dev]

👍 Looks good to me! Reviewed everything up to 930643a in 13 seconds

More details

• Looked at 193 lines of code in 3 files
• Skipped 0 files when reviewing.
• Skipped posting 2 drafted comments based on config settings.

1. docs/prompting/few_shot/example_generation/sg_icl.md:30

• Draft comment:
  The parameter names input and case in generate_example should be more descriptive to match the updated function purpose. Consider renaming input to example_input and case to expected_output.
• Reason this comment was not posted:
  Confidence changes required: 50%
  The PR modifies the function names and class names to be more generic, which is a good practice for reusability. However, the function parameters should also be updated to reflect these changes.

2. docs/prompting/few_shot/example_generation/sg_icl.md:50

• Draft comment:
  The parameter names examples and input in inference should be more descriptive to match the updated function purpose. Consider renaming examples to in_context_examples and input to query_input.
• Reason this comment was not posted:
  Confidence changes required: 50%
  The PR modifies the function names and class names to be more generic, which is a good practice for reusability. However, the function parameters should also be updated to reflect these changes.

Workflow ID: wflow_JKcRpiCozXsMp663

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