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feat: add memory embedding cache

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This commit is contained in:
Peter Steinberger
2026-01-18 01:35:58 +00:00
parent 568b8ee96c
commit 0fb2777c6d
9 changed files with 372 additions and 27 deletions
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16
src/agents/memory-search.ts
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@@ -54,6 +54,10 @@ export type ResolvedMemorySearchConfig = {
maxResults: number;
minScore: number;
};
cache: {
enabled: boolean;
maxEntries?: number;
};
};
const DEFAULT_MODEL = "text-embedding-3-small";
@@ -62,6 +66,7 @@ const DEFAULT_CHUNK_OVERLAP = 80;
const DEFAULT_WATCH_DEBOUNCE_MS = 1500;
const DEFAULT_MAX_RESULTS = 6;
const DEFAULT_MIN_SCORE = 0.35;
const DEFAULT_CACHE_ENABLED = true;
const DEFAULT_SOURCES: Array<"memory" | "sessions"> = ["memory"];
function normalizeSources(
@@ -152,6 +157,10 @@ function mergeConfig(
maxResults: overrides?.query?.maxResults ?? defaults?.query?.maxResults ?? DEFAULT_MAX_RESULTS,
minScore: overrides?.query?.minScore ?? defaults?.query?.minScore ?? DEFAULT_MIN_SCORE,
};
const cache = {
enabled: overrides?.cache?.enabled ?? defaults?.cache?.enabled ?? DEFAULT_CACHE_ENABLED,
maxEntries: overrides?.cache?.maxEntries ?? defaults?.cache?.maxEntries,
};
const overlap = Math.max(0, Math.min(chunking.overlap, chunking.tokens - 1));
const minScore = Math.max(0, Math.min(1, query.minScore));
@@ -170,6 +179,13 @@ function mergeConfig(
chunking: { tokens: Math.max(1, chunking.tokens), overlap },
sync,
query: { ...query, minScore },
cache: {
enabled: Boolean(cache.enabled),
maxEntries:
typeof cache.maxEntries === "number" && Number.isFinite(cache.maxEntries)
? Math.max(1, Math.floor(cache.maxEntries))
: undefined,
},
};
}