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storage" / "graph features" / "graph writes" / "graph toggles"; drop "graph" from Entity Search description; remove outdated add/search architecture diagrams (replacement pending) - Open source features (overview, rest-api): remove "graph relationships" and "graph backend(s)" from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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@@ -47,7 +47,7 @@ When a query arrives, the retrieval pipeline scores candidates across three sign
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1. **Semantic Search** — Vector similarity scoring against memory embeddings
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2. **Keyword Search** — Normalized term matching via BM25 with verb-form lemmatization
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3. **Entity Search** — Entity graph matching boosts memories linked to query entities
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3. **Entity Search** — Entity matching boosts memories linked to query entities
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Results are fused via rank scoring into a final top-K set. Different query types lean on different signals:
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