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feat: add hybrid memory search

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This commit is contained in:
Peter Steinberger
2026-01-18 01:42:25 +00:00
parent 0fb2777c6d
commit ccb30665f7
8 changed files with 389 additions and 25 deletions
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13
src/config/schema.ts
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@@ -190,6 +190,11 @@ const FIELD_LABELS: Record<string, string> = {
"agents.defaults.memorySearch.sync.watchDebounceMs": "Memory Watch Debounce (ms)",
"agents.defaults.memorySearch.query.maxResults": "Memory Search Max Results",
"agents.defaults.memorySearch.query.minScore": "Memory Search Min Score",
"agents.defaults.memorySearch.query.hybrid.enabled": "Memory Search Hybrid",
"agents.defaults.memorySearch.query.hybrid.vectorWeight": "Memory Search Vector Weight",
"agents.defaults.memorySearch.query.hybrid.textWeight": "Memory Search Text Weight",
"agents.defaults.memorySearch.query.hybrid.candidateMultiplier":
"Memory Search Hybrid Candidate Multiplier",
"agents.defaults.memorySearch.cache.enabled": "Memory Search Embedding Cache",
"agents.defaults.memorySearch.cache.maxEntries": "Memory Search Embedding Cache Max Entries",
"auth.profiles": "Auth Profiles",
@@ -389,6 +394,14 @@ const FIELD_HELP: Record<string, string> = {
"Enable sqlite-vec extension for vector search (default: true).",
"agents.defaults.memorySearch.store.vector.extensionPath":
"Optional override path to sqlite-vec extension library (.dylib/.so/.dll).",
"agents.defaults.memorySearch.query.hybrid.enabled":
"Enable hybrid BM25 + vector search for memory (default: true).",
"agents.defaults.memorySearch.query.hybrid.vectorWeight":
"Weight for vector similarity when merging results (0-1).",
"agents.defaults.memorySearch.query.hybrid.textWeight":
"Weight for BM25 text relevance when merging results (0-1).",
"agents.defaults.memorySearch.query.hybrid.candidateMultiplier":
"Multiplier for candidate pool size (default: 4).",
"agents.defaults.memorySearch.cache.enabled":
"Cache chunk embeddings in SQLite to speed up reindexing and frequent updates (default: true).",
"agents.defaults.memorySearch.cache.maxEntries":

8
src/config/zod-schema.agent-runtime.ts
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@@ -256,6 +256,14 @@ export const MemorySearchSchema = z
.object({
maxResults: z.number().int().positive().optional(),
minScore: z.number().min(0).max(1).optional(),
hybrid: z
.object({
enabled: z.boolean().optional(),
vectorWeight: z.number().min(0).max(1).optional(),
textWeight: z.number().min(0).max(1).optional(),
candidateMultiplier: z.number().int().positive().optional(),
})
.optional(),
})
.optional(),
cache: z