Files
mem0/docs
kartik-mem0 c8b93de8e9 docs: refresh README first fold, reconcile stale benchmark numbers, unify the one-liner
README first fold:
- banner 800px -> 520px
- badges condensed from two paragraphs into one row (Trendshift kept, inline)
- lead with Introduction instead of benchmarks
- new How it works section explaining the add/search loop
- benchmarks moved below the intro and retitled from the date-stamped
  New Memory Algorithm (April 2026)
- dropped Research Highlights, which restated the benchmark table verbatim

Benchmarks: the README was already correct at 92.5 / 94.4, matching
mem0.ai/research and docs/core-concepts/memory-evaluation.mdx. The stale
copies were in the migration guides, which quote the numbers as a live
reason to upgrade. Updated both to 92.5 / 94.4 (+21 / +27).
docs/changelog/highlights.mdx keeps 91.6 / 93.4 inside its dated
2026-04-14 entry, which records what was announced at the time.

One-liner: standardized on 'the memory layer for AI agents', already the
canonical form in cli-spec.json, cli/python/pyproject.toml and the CLI
specification. Swept the remaining variants.
2026-08-13 18:06:40 +05:30
..
2026-07-01 22:48:23 +05:30
2026-07-01 22:48:23 +05:30

Mintlify Starter Kit

Click on Use this template to copy the Mintlify starter kit. The starter kit contains examples including

  • Guide pages
  • Navigation
  • Customizations
  • API Reference pages
  • Use of popular components

Development

Install the Mintlify CLI to preview the documentation changes locally. To install, use the following command

npm i -g mintlify

Run the following command at the root of your documentation (where mint.json is)

mintlify dev

Publishing Changes

Install our GitHub App to auto-propagate changes from your repo to your deployment. Changes will be deployed to production automatically after pushing to the default branch. Find the link to install on your dashboard.

Troubleshooting

  • Mintlify dev isn't running - Run mintlify install it'll re-install dependencies.
  • Page loads as a 404 - Make sure you are running in a folder with mint.json