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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: ac41386543
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
This commit is contained in:
nico-hoff
2026-03-03 02:56:40 +01:00
committed by GitHub
parent 4ba5937ef9
commit 3eec79bd6c
17 changed files with 367 additions and 25 deletions
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4
src/config/schema.help.ts
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@@ -724,7 +724,7 @@ export const FIELD_HELP: Record<string, string> = {
"agents.defaults.memorySearch.experimental.sessionMemory":
"Indexes session transcripts into memory search so responses can reference prior chat turns. Keep this off unless transcript recall is needed, because indexing cost and storage usage both increase.",
"agents.defaults.memorySearch.provider":
'Selects the embedding backend used to build/query memory vectors: "openai", "gemini", "voyage", "mistral", or "local". Keep your most reliable provider here and configure fallback for resilience.',
'Selects the embedding backend used to build/query memory vectors: "openai", "gemini", "voyage", "mistral", "ollama", or "local". Keep your most reliable provider here and configure fallback for resilience.',
"agents.defaults.memorySearch.model":
"Embedding model override used by the selected memory provider when a non-default model is required. Set this only when you need explicit recall quality/cost tuning beyond provider defaults.",
"agents.defaults.memorySearch.remote.baseUrl":
@@ -746,7 +746,7 @@ export const FIELD_HELP: Record<string, string> = {
"agents.defaults.memorySearch.local.modelPath":
"Specifies the local embedding model source for local memory search, such as a GGUF file path or `hf:` URI. Use this only when provider is `local`, and verify model compatibility before large index rebuilds.",
"agents.defaults.memorySearch.fallback":
'Backup provider used when primary embeddings fail: "openai", "gemini", "voyage", "mistral", "local", or "none". Set a real fallback for production reliability; use "none" only if you prefer explicit failures.',
'Backup provider used when primary embeddings fail: "openai", "gemini", "voyage", "mistral", "ollama", "local", or "none". Set a real fallback for production reliability; use "none" only if you prefer explicit failures.',
"agents.defaults.memorySearch.store.path":
"Sets where the SQLite memory index is stored on disk for each agent. Keep the default `~/.openclaw/memory/{agentId}.sqlite` unless you need custom storage placement or backup policy alignment.",
"agents.defaults.memorySearch.store.vector.enabled":