fix(docs): updating the changelog, and removing cookbook page referencing graph memory (#4867)

2026-04-16 21:23:29 +05:30
parent 0b14f75c05
commit 3fbc1c9aef
17 changed files with 18 additions and 386 deletions
@@ -6,7 +6,7 @@ mode: "wide"

 <Update label="2026-04-14" description="Mem0 SDK v2.0.0 / v3.0.0">

-**New Memory Algorithm — State-of-the-Art Accuracy at 90% Lower Cost**
+**New Memory Algorithm — State-of-the-Art Accuracy at ~3-4x Lower Cost**

 Ground-up rewrite of the memory pipeline with 20+ point benchmark improvements:

@@ -15,7 +15,7 @@ Ground-up rewrite of the memory pipeline with 20+ point benchmark improvements:
 - **BEAM (1M tokens):** **64.1** — production-scale memory evaluation
 - **Agent memories are first-class** — Previous algorithm: 46% on assistant recall. New: **100%**
 - **Temporal reasoning works** — "Where did I live before SF?" Previous: 51%. New: **93%**
- **90% fewer tokens** — Under 7K tokens per retrieval vs 25K+ for full-context approaches
+- **~3-4x fewer tokens** — Under 7K tokens per retrieval vs 25K+ for full-context approaches
 - **ADD-only extraction** — Memories accumulate; nothing is overwritten or deleted
 - **Hybrid retrieval** — Semantic + BM25 keyword + entity boost, scored in parallel
 - **Entity linking** — Entities extracted, embedded, and linked across memories