fix(docs): updating the changelog, and removing cookbook page referencing graph memory (#4867)
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@@ -6,7 +6,7 @@ mode: "wide"
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<Update label="2026-04-14" description="Mem0 SDK v2.0.0 / v3.0.0">
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**New Memory Algorithm — State-of-the-Art Accuracy at 90% Lower Cost**
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**New Memory Algorithm — State-of-the-Art Accuracy at ~3-4x Lower Cost**
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Ground-up rewrite of the memory pipeline with 20+ point benchmark improvements:
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@@ -15,7 +15,7 @@ Ground-up rewrite of the memory pipeline with 20+ point benchmark improvements:
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- **BEAM (1M tokens):** **64.1** — production-scale memory evaluation
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- **Agent memories are first-class** — Previous algorithm: 46% on assistant recall. New: **100%**
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- **Temporal reasoning works** — "Where did I live before SF?" Previous: 51%. New: **93%**
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- **90% fewer tokens** — Under 7K tokens per retrieval vs 25K+ for full-context approaches
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- **~3-4x fewer tokens** — Under 7K tokens per retrieval vs 25K+ for full-context approaches
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- **ADD-only extraction** — Memories accumulate; nothing is overwritten or deleted
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- **Hybrid retrieval** — Semantic + BM25 keyword + entity boost, scored in parallel
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- **Entity linking** — Entities extracted, embedded, and linked across memories
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@@ -4,6 +4,13 @@ description: "Release notes for the Mem0 hosted platform — backend, dashboard,
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mode: "wide"
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---
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<Update label="2026-04-16" description="">
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**Improvements:**
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- **UI:** Removed Graph Memory tab, page, and all references from dashboard, sidebar, project settings, playground, and billing
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</Update>
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<Update label="2025-07-23" description="">
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**Bug Fixes:**
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