knowledge-base-manager
Knowledge Base Manager
Overview
Provides a structured methodology for selecting, designing, and governing knowledge bases. Covers architecture decisions (document-based vs entity-based vs hybrid), content curation, quality metrics, versioning strategies, and maintenance governance. Use when choosing a KB architecture, establishing curation workflows, or building governance processes for organizational knowledge.
When NOT to use: Static documentation suffices, fewer than 50 FAQ items cover all questions, or no maintenance resources are available. For implementing retrieval pipelines (chunking, embeddings, vector stores), use the rag-implementer skill. For implementing knowledge graphs (ontology, entity extraction, graph databases), use the knowledge-graph-builder skill.
Quick Reference
| Aspect | Options | Key Considerations |
|---|---|---|
| Architecture | Document-based (RAG), Entity-based (Graph), Hybrid | Match to query patterns; start simple, add complexity when needed |
| Document-based | Vector DB (Pinecone, Weaviate, pgvector) | Best for docs, FAQs, manuals; semantic search; easy to add content |
| Entity-based | Graph DB (Neo4j, ArangoDB) | Best for org charts, catalogs, networks; relationship traversal |
| Hybrid | Both + linking layer | Enterprise, medical, legal; combined queries; highest complexity |
| When to skip KB | Static docs, <50 FAQ items | No maintenance resources, information never changes |
| Implementation | 6 phases | Audit, Curation, Storage, Quality, Versioning, Governance |
| Accuracy target | >90% on test questions | Create 100+ test questions with known correct answers |
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