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docs(pricing): add official source links for Azure DeepSeek & Cohere …#20181

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RheagalFire merged 2 commits intoBerriAI:litellm_oss_staging_03_19_2026from
Jayachander123:feat/azure-deepseek-pricing
Mar 20, 2026
Merged

docs(pricing): add official source links for Azure DeepSeek & Cohere …#20181
RheagalFire merged 2 commits intoBerriAI:litellm_oss_staging_03_19_2026from
Jayachander123:feat/azure-deepseek-pricing

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@Jayachander123
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Added pricing, context window details, and official verification sources for missing Azure AI models.

Changes:

  • Added azure_ai/deepseek-v3.2 (Standard & Speciale)
  • Added azure_ai/cohere-rerank-v4.0 (Pro & Fast)
  • Added source fields to all entries linking to official Microsoft announcements.

Verification:

  • Verified JSON syntax locally.
  • Verified pricing and context windows against the official Microsoft Tech Community announcement blogs (linked in the source fields of the JSON).

Relevant issues

NA

Pre-Submission checklist

Please complete all items before asking a LiteLLM maintainer to review your PR

  • I have Added testing in the tests/litellm/ directory, Adding at least 1 test is a hard requirement - see details - Verified JSON syntax and pricing manually.
  • My PR passes all unit tests on make test-unit - JSON only, no logic changes.
  • My PR's scope is as isolated as possible, it only solves 1 specific problem

CI (LiteLLM team)

CI status guideline:

  • 50-55 passing tests: main is stable with minor issues.
  • 45-49 passing tests: acceptable but needs attention
  • <= 40 passing tests: unstable; be careful with your merges and assess the risk.
  • Branch creation CI run
    Link:

  • CI run for the last commit
    Link:

  • Merge / cherry-pick CI run
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Type

🆕 New Feature
📖 Documentation

Changes

…models

Added 'source' keys to Azure DeepSeek v3.2(Standard & Speciale) and Cohere Rerank 4.0 (Pro & Fast) entries for pricing verification.
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vercel bot commented Jan 31, 2026

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CLAassistant commented Jan 31, 2026

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greptile-apps bot commented Jan 31, 2026

Greptile Overview

Greptile Summary

This PR enhances documentation by adding official source links for Azure AI model pricing information. The changes add source fields to 4 existing Azure AI model entries, providing verifiable references to Microsoft Tech Community announcements.

  • Added source link for azure_ai/deepseek-v3.2 and azure_ai/deepseek-v3.2-speciale pointing to Microsoft's DeepSeek announcement
  • Added source link for azure_ai/cohere-rerank-v4.0-pro and azure_ai/cohere-rerank-v4.0-fast pointing to Microsoft's Cohere Rerank 4.0 announcement
  • Field placement is consistent with existing patterns in the codebase (after output_cost_per_token, before support flags for chat models, and as last field for rerank models)
  • JSON structure and syntax are valid

Confidence Score: 5/5

  • This PR is safe to merge with no risk - it only adds documentation fields
  • The changes are minimal and low-risk: only adding source fields to existing model entries without modifying any pricing, context window, or capability data. JSON syntax is valid, field placement is consistent with existing patterns, and the changes improve traceability by linking to official Microsoft sources.
  • No files require special attention

Important Files Changed

Filename Overview
model_prices_and_context_window.json Added source fields linking to official Microsoft announcements for 4 Azure AI models (deepseek-v3.2, deepseek-v3.2-speciale, cohere-rerank-v4.0-pro, cohere-rerank-v4.0-fast)

Sequence Diagram

sequenceDiagram
    participant Dev as Developer
    participant JSON as model_prices_and_context_window.json
    participant MS as Microsoft Tech Community
    
    Dev->>MS: Find official pricing announcements
    MS-->>Dev: Return DeepSeek v3.2 & Cohere Rerank 4.0 details
    Dev->>JSON: Add source field to azure_ai/deepseek-v3.2
    Dev->>JSON: Add source field to azure_ai/deepseek-v3.2-speciale
    Dev->>JSON: Add source field to azure_ai/cohere-rerank-v4.0-pro
    Dev->>JSON: Add source field to azure_ai/cohere-rerank-v4.0-fast
    Note over JSON: All entries link to official Microsoft announcements
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@Jayachander123
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Note to Reviewers: CI is failing due to the upstream python-multipart dependency issue (requires Python >=3.10, but project is <3.10).

I have synced with main, but the fix is not present there yet. This PR only updates "model_prices_and_context_window.json" and is ready for review once the build environment is fixed.

@RheagalFire RheagalFire changed the base branch from main to litellm_oss_staging_03_19_2026 March 20, 2026 18:25
@RheagalFire RheagalFire merged commit 714c1b8 into BerriAI:litellm_oss_staging_03_19_2026 Mar 20, 2026
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3 participants