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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
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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23
src/memory/manager-sync-ops.ts
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@@ -13,6 +13,7 @@ import { onSessionTranscriptUpdate } from "../sessions/transcript-events.js";
import { resolveUserPath } from "../utils.js";
import { DEFAULT_GEMINI_EMBEDDING_MODEL } from "./embeddings-gemini.js";
import { DEFAULT_MISTRAL_EMBEDDING_MODEL } from "./embeddings-mistral.js";
import { DEFAULT_OLLAMA_EMBEDDING_MODEL } from "./embeddings-ollama.js";
import { DEFAULT_OPENAI_EMBEDDING_MODEL } from "./embeddings-openai.js";
import { DEFAULT_VOYAGE_EMBEDDING_MODEL } from "./embeddings-voyage.js";
import {
@@ -20,6 +21,7 @@ import {
type EmbeddingProvider,
type GeminiEmbeddingClient,
type MistralEmbeddingClient,
type OllamaEmbeddingClient,
type OpenAiEmbeddingClient,
type VoyageEmbeddingClient,
} from "./embeddings.js";
@@ -91,11 +93,12 @@ export abstract class MemoryManagerSyncOps {
protected abstract readonly workspaceDir: string;
protected abstract readonly settings: ResolvedMemorySearchConfig;
protected provider: EmbeddingProvider | null = null;
protected fallbackFrom?: "openai" | "local" | "gemini" | "voyage" | "mistral";
protected fallbackFrom?: "openai" | "local" | "gemini" | "voyage" | "mistral" | "ollama";
protected openAi?: OpenAiEmbeddingClient;
protected gemini?: GeminiEmbeddingClient;
protected voyage?: VoyageEmbeddingClient;
protected mistral?: MistralEmbeddingClient;
protected ollama?: OllamaEmbeddingClient;
protected abstract batch: {
enabled: boolean;
wait: boolean;
@@ -350,7 +353,10 @@ export abstract class MemoryManagerSyncOps {
this.fts.available = result.ftsAvailable;
if (result.ftsError) {
this.fts.loadError = result.ftsError;
log.warn(`fts unavailable: ${result.ftsError}`);
// Only warn when hybrid search is enabled; otherwise this is expected noise.
if (this.fts.enabled) {
log.warn(`fts unavailable: ${result.ftsError}`);
}
}
}
@@ -958,7 +964,13 @@ export abstract class MemoryManagerSyncOps {
if (this.fallbackFrom) {
return false;
}
const fallbackFrom = this.provider.id as "openai" | "gemini" | "local" | "voyage" | "mistral";
const fallbackFrom = this.provider.id as
| "openai"
| "gemini"
| "local"
| "voyage"
| "mistral"
| "ollama";
const fallbackModel =
fallback === "gemini"
@@ -969,7 +981,9 @@ export abstract class MemoryManagerSyncOps {
? DEFAULT_VOYAGE_EMBEDDING_MODEL
: fallback === "mistral"
? DEFAULT_MISTRAL_EMBEDDING_MODEL
: this.settings.model;
: fallback === "ollama"
? DEFAULT_OLLAMA_EMBEDDING_MODEL
: this.settings.model;
const fallbackResult = await createEmbeddingProvider({
config: this.cfg,
@@ -988,6 +1002,7 @@ export abstract class MemoryManagerSyncOps {
this.gemini = fallbackResult.gemini;
this.voyage = fallbackResult.voyage;
this.mistral = fallbackResult.mistral;
this.ollama = fallbackResult.ollama;
this.providerKey = this.computeProviderKey();
this.batch = this.resolveBatchConfig();
log.warn(`memory embeddings: switched to fallback provider (${fallback})`, { reason });