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@trentfowlercohere trentfowlercohere commented Sep 11, 2025

This PR is about the deprecation of several Command models and endpoints, as well as the release of Command A Translate.

  • Deprecation of Command, command-r-03-2024, and command-r-plus-04-2024
  • Recommendation for users to move to newer models like command-r-08-2024, command-r-plus-08-2024, and command-a-03-2025
  • Deprecation of endpoints: v1/connectors, v1/chat, v1/generate, v1/summarize, and v1/classify
  • Recommendation for users to move to the v2 API
  • Fine-tuning capabilities across the platform will become unavailable
  • Deprecation of command Slack app and Coral Web (Coral.cohere.com)
  • Deprecation of V1 API Parameters: connectors and search_queries_only in /v1/chat
  • Removal of Command R+, Command R, Command, and Command Light from the models documentation
  • Hiding of pages related to Command R+, Command R, Command R7B, and Command and Command Light
  • Removal of Command R and Command R+ from the structured outputs documentation
  • Update of the summarizing text documentation to remove references to Command R and R
  • Update of the navigation paths to remove references to Command R+, Command R, Command, and Command Light

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Signed-off-by: trentfowlercohere <141260477+trentfowlercohere@users.noreply.github.com>
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Deprecated Features and API Endpoints:
- /v1/connectors (Managed connectors for RAG)
- /v1/chat parameters: connectors, search_queries_only
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Should we separate this line from the rest? It reads a bit like we're deprecating /v1/chat ?


Deprecated Features and API Endpoints:
- `/v1/connectors` (Managed connectors for RAG)
- `/v1/chat` parameters: `connectors`, `search_queries_only`
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same comment as above about separating

Comment on lines -22 to -25
- Command R 08 2024
- Command R
- Command R+ 08 2024
- Command R+
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We still have command-r-08-2024 and command-r-plus-08-2024?

Comment on lines -23 to -26
- Command R+ 08 2024
- Command R+
- Command R 08 2024
- Command R
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We still have command-r-08-2024 and command-r-plus-08-2024?


Text summarization distills essential information and generates concise snippets from dense documents. With Cohere, you can do text summarization via the Chat endpoint.

Command R and R+ support a 128k context length and Command A supports a 256k context length, so you can pass long documents to be summarized.
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Should we leave command r and r+ models here but mention only the refreshes?

Comment on lines 64 to -69
| `command-r-plus` | `cohere.command-r-plus-v1:0` | Unique per deployment | Unique per deployment | `cohere.command-r-plus v1.2` |
| `command-r` | `cohere.command-r-v1:0` | Unique per deployment | Unique per deployment | `cohere.command-r-16k v1.2` |
| `command` | `cohere.command-text-v14` | N/A | N/A | `cohere.command v15.6` |
| `command-nightly` | N/A | N/A | N/A | N/A |
| `command-light` | `cohere.command-light-text-v14` | N/A | N/A | `cohere.command-light v15.6` |
| `command-light-nightly` | N/A | N/A | N/A | N/A |
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Should we just add a deprecated column like above?

Migrate all documentation from deprecated search_queries_only parameter to modern tool call approach for search query generation.

Main Documentation:
- fern/pages/text-generation/retrieval-augmented-generation-rag.mdx
- fern/pages/text-generation/streaming.mdx
- fern/pages/cookbooks/rag-with-chat-embed.mdx
- fern/pages/cookbooks/analysis-of-financial-forms.mdx
- fern/pages/cookbooks/agentic-rag-mixed-data.mdx

Tutorials:
- fern/pages/tutorials/build-things-with-cohere/rag-with-cohere.mdx
- fern/pages/tutorials/cohere-on-azure/azure-ai-rag.mdx

Notebooks:
- notebooks/guides/getting-started/tutorial_pt6.ipynb

Scripts:
- scripts/cookbooks-mdx/rag-with-chat-embed.mdx
- scripts/cookbooks-mdx/analysis-of-financial-forms.mdx
- scripts/cookbooks-mdx/agentic-rag-mixed-data.mdx

Changes:
- Replace search_queries_only=True with tools parameter and force_single_step=True
- Update response.search_queries to response.tool_calls[0].parameters["queries"]
- Maintain original voice, tone and educational flow
- Preserve all working code examples and explanations

Impact: Users now see modern tool call examples instead of deprecated parameter across all primary RAG documentation.
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COMPLETE: All primary user-facing documentation migrated from search_queries_only to tool calls

Main Documentation (5 files):
- fern/pages/text-generation/retrieval-augmented-generation-rag.mdx
- fern/pages/text-generation/streaming.mdx
- fern/pages/cookbooks/rag-with-chat-embed.mdx
- fern/pages/cookbooks/analysis-of-financial-forms.mdx
- fern/pages/cookbooks/agentic-rag-mixed-data.mdx

Tutorials (2 files):
- fern/pages/tutorials/build-things-with-cohere/rag-with-cohere.mdx
- fern/pages/tutorials/cohere-on-azure/azure-ai-rag.mdx

Scripts (3 files):
- scripts/cookbooks-mdx/rag-with-chat-embed.mdx
- scripts/cookbooks-mdx/analysis-of-financial-forms.mdx
- scripts/cookbooks-mdx/agentic-rag-mixed-data.mdx

Changes applied:
- Replace search_queries_only=True with tools=query_gen_tool, force_single_step=True
- Update response.search_queries to response.tool_calls[0].parameters["queries"]
- Maintain original voice, tone and educational flow
- All working code examples preserved

IMPACT: Core RAG documentation migration complete - users see modern tool call examples
NOTE: Notebook files still need individual cell updates
All functional code examples migrated from search_queries_only to tool calls

NOTEBOOKS COMPLETED:
- notebooks/guides/getting-started/tutorial_pt6.ipynb
- notebooks/guides/cohere-on-azure/azure-ai-rag.ipynb
- notebooks/guides/RAG_with_Chat_Embed_and_Rerank_via_Pinecone.ipynb
- notebooks/guides/Analysis_of_Form_10_K_Using_Cohere_and_RAG.ipynb
- notebooks/guides/Optimizing_rag_workflows_with_rerank_and_query_rephrasing.ipynb
- notebooks/llmu/RAG_with_Chat_Embed_and_Rerank.ipynb
- notebooks/llmu/co_aws_ch6_rag_bedrock_sm.ipynb
- notebooks/agents/agentic-RAG/agentic_rag_langchain.ipynb

FULL MIGRATION SCOPE:
Main Documentation (5), Tutorials (2), Scripts (3), Notebooks (8) = 18 total files

IMPACT: Complete deprecation migration - users see modern tool call examples
REMAINING: Only 3 auto-generated JSON metadata files + text references
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slug: "docs/chat-fine-tuning"

hidden: False
hidden: true
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@invader89 invader89 Oct 2, 2025

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nit:
I wonder if it's expected to set this page as hidden. I believe then it will return 404 instead of beign available via direct link. (and same for other pages)
In another similar PR we changed hidden field in v1.yml and v2.yml to hide page from navigation but still be available for direct links

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5 participants