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v0.32.11

parruda/swarmv0.32.11Aug 14, 2026by github-actions[bot]

AI Summary

Enhanced the `ollama launch` command with support for DeepSeek Harness and Meta Muse Code, and expanded the OpenAI-compatible API to support web search.

Key Highlights

  • Added `ollama launch dsh` for DeepSeek Harness
  • Added `ollama launch muse` for Meta Muse Code
  • OpenAI-compatible Responses API now supports web search

New Features

  • `ollama launch dsh` now supports DeepSeek Harness
  • `ollama launch muse` now supports Muse Code
  • The OpenAI-compatible Responses API now supports web search

Full Release Notes

## What's Changed
* `ollama launch dsh` now supports DeepSeek Harness, [DeepSeek's open-source agent harness](https://deepseek.com/harness/en/)
* `ollama launch muse` now supports [Muse Code](https://developer.meta.com/ai/products/muse-code/), Meta's agentic coding CLI
* The OpenAI-compatible Responses API now supports web search
* Muse Glimmer template updates

**Full Changelog**: https://github.com/ollama/ollama/compare/v0.32.10...v0.32.11