Ollama 0.32.11: DeepSeek Harness and Meta's Muse Code Integration

Ollama 0.32.11 brings native integration with DeepSeek Harness, an open-source agent framework, and Meta's Muse Code, enabling local users to run sophisticated agentic workflows entirely on-device. The release also extends the OpenAI-compatible Responses API to support web search capabilities, reducing the friction for developers transitioning from cloud-based solutions to self-hosted inference.

These additions democratize agentic AI development for local practitioners. Previously, building multi-step reasoning workflows required orchestrating external services or building custom integration layers. Now, developers can leverage battle-tested agent frameworks within Ollama's simple, unified runtime. The OpenAI API compatibility ensures existing applications can migrate without refactoring.

This is particularly significant for enterprises concerned about data residency and cost—agent frameworks enable complex task automation (research, code generation, decision-making) that previously justified cloud API costs. Local deployment with Ollama eliminates per-token pricing while maintaining full control over model selection and behavior.

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Source: Ollama release · Relevance: 8/10