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aiicons.py now resolves common RAG/LLM data-store brands (Qdrant, Redis, Postgres, Mongo, Elasticsearch, Milvus, Supabase, Neo4j, ClickHouse, Kafka, …18 total) via the simple-icons CC0 CDN when lobe-icons lacks them. lobe stays the default for AI/LLM brands; a brand in neither set now gets a cylinder/shapesearch suggestion.
Cover jsimports/goimports/rustimports in the test suite (now 21 tests).
Document codebase visualization, shape search, and AI logos in the docs/ USAGE + COMPARISON sub-pages (EN + CN).