From 08a5a931e05094fb658c255db5944837d2e4ccfe Mon Sep 17 00:00:00 2001 From: kartik-mem0 Date: Fri, 14 Aug 2026 18:38:06 +0530 Subject: [PATCH] docs: fix the stale benchmark table and finish the one-liner sweep Addresses review feedback on #6944. The Performance Improvements table in platform-v2-to-v3.mdx still read 91.6 (+20.2) / 93.4 (+25.6) while the Overview prose in the same file already read 92.5 / 94.4, so the page stated both sets of numbers. Reconciled against the research team's current figures in README.md: 71.4 -> 92.5 (+21.1) and 67.8 -> 94.4 (+26.6). Delivered the three one-liner sweep edits the PR description claimed but never shipped: the README banner alt text, the mem0-ts README title and lede, and the docs/introduction.mdx frontmatter description. The dated changelog entry at 91.6 / 93.4 stays as-is; it records what was announced on 2026-04-14. --- README.md | 2 +- docs/introduction.mdx | 2 +- docs/migration/platform-v2-to-v3.mdx | 4 ++-- mem0-ts/README.md | 4 ++-- 4 files changed, 6 insertions(+), 6 deletions(-) diff --git a/README.md b/README.md index 9a81e74ef..cf76fbe6a 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,6 @@

- Mem0 - The Memory Layer for Personalized AI + Mem0 - The Memory Layer for AI Agents

diff --git a/docs/introduction.mdx b/docs/introduction.mdx index 53d424630..efe2bf5c0 100644 --- a/docs/introduction.mdx +++ b/docs/introduction.mdx @@ -1,6 +1,6 @@ --- title: "Build AI apps that remember" -description: "Add persistent, self-improving memory to your AI app with Mem0 Platform or self-hosted Open Source." +description: "Give your AI agents persistent memory with Mem0 Platform or self-hosted Open Source." mode: "custom" --- diff --git a/docs/migration/platform-v2-to-v3.mdx b/docs/migration/platform-v2-to-v3.mdx index 50f4a5337..7388825c9 100644 --- a/docs/migration/platform-v2-to-v3.mdx +++ b/docs/migration/platform-v2-to-v3.mdx @@ -293,8 +293,8 @@ If your application previously read graph relations from the API response (`rela | Metric | Previous Algorithm | New Algorithm | |---|---|---| -| **LoCoMo Overall** | 71.4 | **91.6** (+20.2) | -| **LongMemEval Overall** | 67.8 | **93.4** (+25.6) | +| **LoCoMo Overall** | 71.4 | **92.5** (+21.1) | +| **LongMemEval Overall** | 67.8 | **94.4** (+26.6) | | **Extraction latency (p50)** | ~2.0s | **~1.0s** | | **Mean tokens per query** | N/A | 6.8-7.0K (top200) | diff --git a/mem0-ts/README.md b/mem0-ts/README.md index 7baae2f96..90b015dbc 100644 --- a/mem0-ts/README.md +++ b/mem0-ts/README.md @@ -1,6 +1,6 @@ -# Mem0 - The Memory Layer for Your AI Apps +# Mem0 - The Memory Layer for AI Agents -Mem0 is a self-improving memory layer for LLM applications, enabling personalized AI experiences that save costs and delight users. We offer both cloud and open-source solutions to cater to different needs. +Mem0 is the memory layer for AI agents. We offer both cloud and open-source solutions to cater to different needs. See the complete [OSS Docs](https://docs.mem0.ai/open-source/node-quickstart). See the complete [Platform API Reference](https://docs.mem0.ai/api-reference).