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storage" / "graph features" / "graph writes" / "graph toggles"; drop "graph" from Entity Search description; remove outdated add/search architecture diagrams (replacement pending) - Open source features (overview, rest-api): remove "graph relationships" and "graph backend(s)" from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
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@@ -96,7 +96,7 @@ applications that gives agents persistent context across sessions.
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Mem0 is a memory layer for AI apps — managed (Mem0 Platform) or self-hosted
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(Open Source). It stores, retrieves, and manages user memories so agents
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remember preferences, learn from interactions, and personalize over time.
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Sub-50ms retrieval. Dual storage: vector embeddings + graph databases.
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Sub-50ms retrieval. Storage: vector embeddings.
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**Architecture Overview:**
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- Memory is scoped by user_id, agent_id, or run_id
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