feat: temporal fallback retrieval + autoresearch benchmark framework#1

Merged

t8 merged 13 commits into

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autoresearch/longmemeval-optimization

Mar 29, 2026

Commits on Mar 28, 2026

feat: temporal fallback retrieval + autoresearch benchmark framework
Tate Berenbaum
committed
feat: validate temporal fallback as sole Rust improvement (63% LongMemEval)
Tate Berenbaum
committed

Commits on Mar 29, 2026

feat: date-enriched embeddings, BM25 keyword index, round-level chunking
Tate Berenbaum
committed
feat: statement-form re-query, BM25 entity search, compaction improvements
Tate Berenbaum
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fix: assembler test + chronological session ordering
Tate Berenbaum
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feat: round-level storage + date-prefixed retrieve responses
Tate Berenbaum
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refactor: revert to round-only storage (3-chunk approach caused 300GB bloat)
Tate Berenbaum
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chore: final Exp 40 results, clean state after 40 experiments
Tate Berenbaum
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chore: clean up BM25 fallback (not triggering), update README benchmarks
Tate Berenbaum
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fix: date-prefix opt-in, temporal fallback in proxy/MCP path
Tate Berenbaum
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feat: smart auto-compaction with version pruning
Tate Berenbaum
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docs: update README with full 500q benchmark results
Tate Berenbaum
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merge main + fix review issues
t8
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