Files
mem0/docs/platform/features/platform-overview.mdx
T
rudrajmehta-mem0 8296c06206 docs: remove deprecated Graph Memory references
Graph Memory was deprecated on April 16, 2026. This removes remaining
mentions across docs that could mislead readers into thinking it is still
a supported feature.

- Platform pages (overview, quickstart, faqs, platform-vs-oss, vibecoding):
  remove graph memory from feature lists, comparison table, and intro copy
- Platform features (platform-overview, mcp-integration,
  advanced-memory-operations): rephrase "graph-powered retrieval" to
  "advanced retrieval"; drop "Enable graph memories" tip; remove graph-edge
  verification step from the metadata example
- Core concepts (add, search, memory-types, memory-evaluation): remove
  "optional graph storage" / "graph features" / "graph writes" / "graph
  toggles"; drop "graph" from Entity Search description; remove outdated
  add/search architecture diagrams (replacement pending)
- Open source features (overview, rest-api): remove "graph relationships"
  and "graph backend(s)" from REST server config narrative
- API reference (organizations-projects): drop "graph settings" from
  Update Project Settings description
- Cookbooks: remove "Graph Memory on Neptune" card (page removed) and
  Neptune mention from AWS Bedrock card; remove "Graph Capabilities"
  bullet from Gemini cookbook; remove graph-memory conditional bullet from
  controlling-memory-ingestion
- CLI: remove --graph / --no-graph flags from mem0 add / mem0 search
  flag tables and MEM0_ENABLE_GRAPH env var
- Images: delete orphan add_architecture.png and search_architecture.png
2026-05-27 18:26:36 -07:00

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---
title: Overview
description: "See how Mem0 Platform features evolve from baseline filters to advanced retrieval."
icon: "list"
---
Mem0 Platform features help managed deployments scale from basic filtering to advanced retrieval and data governance. Use this page to pick the right feature lane for your team.
<Info>
New to the platform? Start with the <Link href="/platform/quickstart">Platform quickstart</Link>,
then dive into the journeys below.
</Info>
## Choose your path
<CardGroup cols={3}>
<Card title="Apply Essential Filters" icon="rocket" href="/platform/features/v2-memory-filters">
Field-level filtering with async defaults.
</Card>
<Card title="Go Real-Time with Async" icon="bolt" href="/platform/features/async-client">
Non-blocking add/search requests for agents.
</Card>
<Card
title="Boost Retrieval Quality"
icon="sparkles"
href="/platform/features/advanced-retrieval"
>
Metadata filters, rerankers, and toggles.
</Card>
<Card title="Manage Data Lifecycle" icon="database" href="/platform/features/direct-import">
Imports, exports, timestamps, and expirations.
</Card>
<Card title="Connect Any AI Client" icon="puzzle-piece" href="/platform/mem0-mcp">
Universal memory integration via MCP.
</Card>
</CardGroup>
<Tip>
Self-hosting instead? Jump to the{" "}
<Link href="/open-source/features/overview">OSS feature overview</Link> for equivalent
capabilities.
</Tip>
## Keep going
<CardGroup cols={2}>
<Card
title="Compare with Open Source"
description="See how managed features map to the OSS stack."
icon="server"
href="/platform/platform-vs-oss"
/>
<Card
title="Run the Quickstart"
description="Provision the workspace and ship your first advanced search."
icon="rocket"
href="/platform/quickstart"
/>
</CardGroup>