[GLA-2952] Remove model choice from summarization. Remove platform fee.

[remilejeune2]

Summary by CodeRabbit

Documentation

• Updated pricing language to clarify input token pricing and platform fees
• Simplified summarization configuration examples by removing explicit model selection details
• Streamlined summarization documentation with reduced guidance on model options

[coderabbitai]

📝 Walkthrough

Walkthrough

This pull request updates documentation for the audio-intelligence modules by simplifying pricing information in one file and removing model-selection guidance, default configurations, and detailed pricing tables from another file. No functional code changes are involved.

Changes

Cohort / File(s)	Summary
Audio Intelligence Documentation chapters/audio-intelligence/audio-to-llm.mdx, chapters/audio-intelligence/summarization.mdx	Updated pricing statement to remove fee percentage specifics in audio-to-llm.mdx. Removed model-selection guidance, explicit summarization_config.model configuration entries, and pricing tables from summarization.mdx documentation.

Estimated code review effort

🎯 2 (Simple) | ⏱️ ~5 minutes

Possibly related PRs

• [GLA-2952] Update audio_to_llm and summarization sections #117: Added and expanded model-selection and pricing content to the same audio-intelligence documentation files that this PR removes and simplifies.

Suggested reviewers

• tnesztler
• mfernandez-gladia
• Karamouche

Poem

🐰 A rabbit hops through docs so grand,
Simplifying pricing, oh so planned!
Models fade like morning dew,
Tables gone, the text rings true—
Cleaner paths for all to view! 📚✨

🚥 Pre-merge checks | ✅ 5

✅ Passed checks (5 passed)

Check name	Status	Explanation
Description Check	✅ Passed	Check skipped - CodeRabbit’s high-level summary is enabled.
Title check	✅ Passed	The title accurately describes the two main changes: removing model choice from summarization and removing platform fee information from pricing sections.
Docstring Coverage	✅ Passed	No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check.
Linked Issues check	✅ Passed	Check skipped because no linked issues were found for this pull request.
Out of Scope Changes check	✅ Passed	Check skipped because no linked issues were found for this pull request.

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✨ Finishing Touches

🧪 Generate unit tests (beta)

• Create PR with unit tests
• Commit unit tests in branch chore/update_audio_to_llm

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[coderabbitai]

Actionable comments posted: 1

🤖 Prompt for all review comments with AI agents

Verify each finding against the current code and only fix it if needed.

Inline comments:
In `@chapters/audio-intelligence/audio-to-llm.mdx`:
- Line 137: Update the pricing sentence that currently reads "All prices are per
1M tokens and include platform fees." to reflect the PR objective of removing
platform fees — replace it with wording such as "All prices are per 1M tokens
and do not include platform fees" (or simply "All prices are per 1M tokens") so
the document no longer implies platform fees are included; edit the line
containing "The input provided to the LLM is the full transcription. All prices
are per 1M tokens and include platform fees." accordingly.

🪄 Autofix (Beta)

Fix all unresolved CodeRabbit comments on this PR:

• Push a commit to this branch (recommended)
• Create a new PR with the fixes

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ℹ️ Review info

⚙️ Run configuration

Configuration used: defaults

Review profile: CHILL

Plan: Pro

Run ID: 97ccc0b9-f332-4ca7-9c86-b16be8066601

📥 Commits

Reviewing files that changed from the base of the PR and between 31c5f5f and cdd8941.

📒 Files selected for processing (2)

• chapters/audio-intelligence/audio-to-llm.mdx
• chapters/audio-intelligence/summarization.mdx