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Retrieval & Searchaka KB

Knowledge Base

A knowledge base is an organized collection of information maintained for lookup, reasoning, or retrieval.

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Its records may be documents, structured facts, procedures, or links with metadata and access controls. Search and RAG systems index the collection, while update processes keep it synchronized with authoritative sources.

Related terms

GroundingCitation RetrievalRetrieval-Augmented GenerationVector EmbeddingChunk SizeMulti-Vector Retrieval

Where Knowledge Base comes up

  • WikiSkill: Compiling Agent Experience Into a Persistent Wiki for Skill Evolution
  • Moonshine Micro: Voice AI on 80-Cent MCUs — RP2350 VAD, STT, and Neural TTS (2026)
  • What Are Embeddings? Vector Search and Semantic AI Explained (2026 Guide)
  • Google TurboVec: How TurboQuant Compresses 10M Vectors from 31GB to 4GB (2026)