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.
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# Mem0 - The Memory Layer for Your AI Apps
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# Mem0 - The Memory Layer for AI Agents
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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.
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Mem0 is the memory layer for AI agents. We offer both cloud and open-source solutions to cater to different needs.
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See the complete [OSS Docs](https://docs.mem0.ai/open-source/node-quickstart).
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See the complete [Platform API Reference](https://docs.mem0.ai/api-reference).
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