hotfix(embeddings): name the 3-series models, drop unneeded auth, dec…

[tristantelleb]

• v3/llms/embeddings.mdx: replace "3-series" in the dimensions row and Choosing-a-model section with the explicit model ids text-embedding-3-small / text-embedding-3-large. The shorthand assumed OpenAI naming knowledge.
• v3/llms/embeddings.mdx: remove Authorization: Bearer from the GET /v3/embeddings/models calls (Python + cURL list snippets and the worked-example lookup). Endpoint is public confirmed returns 200 without auth so showing the header was misleading.
• tests/requirements.txt: add numpy. The semantic-search snippet imports numpy; it was only resolving via chromadb/langchain transitives, which would silently break the snippet test if those deps drop numpy.

Summary by CodeRabbit

• Documentation

  • Updated embeddings API documentation with corrected code examples for model listing endpoint calls
  • Clarified dimensions field documentation with model-specific support details

• Chores

  • Added numpy to test dependencies

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ℹ️ Review info

⚙️ Run configuration

Configuration used: Organization UI

Review profile: CHILL

Plan: Pro

Run ID: bf144f2a-c6a9-4389-8644-cd70c91b93f6

📥 Commits

Reviewing files that changed from the base of the PR and between 97970c0 and ef80291.

📒 Files selected for processing (1)

• v3/llms/embeddings.mdx

Walkthrough

This PR adds numpy to test dependencies and updates the embeddings API documentation to remove authorization headers from model-listing requests while clarifying that dimension truncation support is model-dependent.

Changes

Test Dependencies

Layer / File(s)	Summary
Dependency Addition tests/requirements.txt	Adds numpy to the test dependencies list.

Embeddings API Documentation

Layer / File(s)	Summary
API Examples v3/llms/embeddings.mdx	Removes Authorization: Bearer header from GET /v3/embeddings/models requests in Python and cURL examples (List available models, Create embeddings runtime lookup, Semantic search initialization).
Field Documentation v3/llms/embeddings.mdx	Updates dimensions field description to clarify truncation support is model-dependent and adds text-embedding-3-small/large examples; aligns "Choosing a model" bullet text accordingly.

Estimated code review effort

🎯 1 (Trivial) | ⏱️ ~8 minutes

Possibly related PRs

• edenai/docs#37: Both PRs modify v3/llms/embeddings.mdx; this PR refines existing API examples and documentation while that PR may be adding foundational content.

Poem

🐰 A hop through the docs, a header we shed,
Where models now list without auth, clearly read,
Dimensions speak truth of what each can do—
numpy joins tests, and the whole thing feels new! ✨

🚥 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 addresses the main changes: naming 3-series models explicitly, removing unneeded auth headers, and adding a dependency (numpy). It accurately summarizes the primary objectives of the changeset.
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 hotfix/embeddings

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Actionable comments posted: 1

🤖 Prompt for all review comments with AI agents

Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.

Inline comments:
In `@v3/llms/embeddings.mdx`:
- Line 154: Update the two places that list the embedding model IDs so they
include the provider prefix: replace `text-embedding-3-small` and
`text-embedding-3-large` with `openai/text-embedding-3-small` and
`openai/text-embedding-3-large` in the `dimensions` table row (the `dimensions`
entry) and in the "Dimensions" bullet point; ensure the examples match the
document's provider/model format and the API's returned model IDs.

🪄 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: Organization UI

Review profile: CHILL

Plan: Pro

Run ID: 895dacc6-ac2f-418c-a94f-2380d7ae5490

📥 Commits

Reviewing files that changed from the base of the PR and between 85a2a09 and 97970c0.

📒 Files selected for processing (2)

• tests/requirements.txt
• v3/llms/embeddings.mdx