- Architecture, dataflow, and sequence diagrams (700px iframes) - Three-tier retrieval section (signature match, graph-boosted, Obsidian) - Technology stack grid (Rust, pgvector, TEI, Authentik, etc.) - Wire deepDive link from Memory project card - Add Poimen timeline card to ExperienceTimeline
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@@ -164,7 +164,11 @@
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"Graph-RAG with Wiki-Link Indexing (Rust, pgvector, OpenSearch): Built bidirectional link graph from [[wiki-link]] syntax during ingestion. PageRank-style score propagation boosts linked documents' relevance. RRF fusion merges HNSW cosine (pgvector) + BM25 lexical (OpenSearch). WikiScopedFilter constrains traversal to project boundaries.",
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"Three-Tier Context Retrieval (Actix-web, tokio): Async pipeline — Tier 1: MD5 signature match (<50ms), Tier 2: graph-boosted hybrid search with link-distance decay, Tier 3: Obsidian API fallback. Budget-aware assembly drops lower tiers first. Shingle-based Jaccard deduplication (>0.5) prevents redundant chunks.",
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"Hierarchical RBAC (Authentik OIDC, JWT, Kubernetes): Role → AccessRule[] → AccessScope model with project/visibility/owner/group constraints. JWT roles claim maps to YAML rules; AccessGuard.filter_resources() applies post-retrieval filtering. Dual-write indexer (eventual consistency via queue) maintains RBAC-aware views. SOPS/age encryption, ArgoCD deployment."
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]
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],
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"deepDive": {
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"label": "Explore the Memory System →",
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"url": "/poimen/memory"
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}
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},
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{
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"title": "Homelab: Production-Grade Kubernetes Platform",
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@@ -437,7 +441,11 @@
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"图-RAG维基链接索引化(Rust、pgvector、OpenSearch):从[[维基链接]]语法构建双向链接图。PageRank风格评分传播提升链接文档的相关性。RRF融合合并HNSW余弦相似度(pgvector)+ BM25词汇排名(OpenSearch)。WikiScopedFilter将遍历限制在项目边界内。",
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"三层上下文检索(Actix-web, tokio):异步管道——第1层:MD5签名匹配(<50ms),第2层:图增强混合搜索含链接距离衰减,第3层:Obsidian API兜底。预算感知的响应组装优先丢弃低优先层。基于瓦片的Jaccard去重(>0.5)防止冗余块。",
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"分层RBAC(Authentik OIDC、JWT、Kubernetes):角色→AccessRule[]→AccessScope模型,包含项目/可见性/所有者/组约束。JWT角色声明映射到YAML规则;AccessGuard.filter_resources()应用检索后过滤。双写索引器(通过队列保证最终一致性)维护RBAC感知视图。SOPS/age加密,ArgoCD部署。"
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]
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],
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"deepDive": {
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"label": "探索记忆系统 →",
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"url": "/poimen/memory"
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}
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},
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{
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"title": "家庭实验室:生产级 Kubernetes 平台",
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