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Add embedding_ollama() engine for step_sentence_embeddings() - #359

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EmilHvitfeldt merged 4 commits into
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add-ollama-embedding-engine
Oct 15, 2026
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EmilHvitfeldt merged 4 commits into
mainfrom
add-ollama-embedding-engine

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Adds embedding_ollama(), an engine for step_sentence_embeddings() that gets embeddings from a running Ollama server over HTTP, so no Python environment or API key is needed. Also adds a vignette covering how to set up Ollama and what to consider before deploying a recipe that uses it.

Part of #303.

The engine gets embeddings from a running Ollama server over HTTP using httr2, so no Python environment or API key is needed. httr2 is added to Suggests.
Requests are mocked with httr2, with one live-server test that is skipped when no server with all-minilm is reachable.
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EmilHvitfeldt merged commit e454448 into main Oct 15, 2026
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EmilHvitfeldt deleted the add-ollama-embedding-engine branch October 15, 2026 03:37
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