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feat(memory): add Ollama embedding provider (#26349)

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Merged via /review-pr -> /prepare-pr -> /merge-pr.

Prepared head SHA: ac413865431614c352c3b29f2dfccc5593f0605a
Co-authored-by: nico-hoff <43175972+nico-hoff@users.noreply.github.com>
Co-authored-by: gumadeiras <5599352+gumadeiras@users.noreply.github.com>
Reviewed-by: @gumadeiras
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nico-hoff
2026-03-03 02:56:40 +01:00
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17 changed files with 367 additions and 25 deletions
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docs/reference/api-usage-costs.md
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@@ -68,6 +68,7 @@ Semantic memory search uses **embedding APIs** when configured for remote provid
- `memorySearch.provider = "gemini"` → Gemini embeddings
- `memorySearch.provider = "voyage"` → Voyage embeddings
- `memorySearch.provider = "mistral"` → Mistral embeddings
- `memorySearch.provider = "ollama"` → Ollama embeddings (local/self-hosted; typically no hosted API billing)
- Optional fallback to a remote provider if local embeddings fail
You can keep it local with `memorySearch.provider = "local"` (no API usage).