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Memory & RAG

Knowledge Layer

A retrieval-augmented memory system trained exclusively on your documents, conversations, and operational data. Every answer is grounded in your reality, not hallucinated from the internet.

Capabilities

01

Document ingestion pipeline with automatic chunking, embedding, and indexing

02

Semantic search across millions of documents with sub-second relevance scoring

03

Automatic knowledge graph extraction from unstructured text and tabular data

04

Multi-tenant vector isolation — each department gets its own siloed knowledge space

05

Real-time sync with document management systems (Nextcloud, SharePoint, Alfresco)

06

Full audit trail: every retrieval decision is logged and explainable

Specifications

Embeddings768–1536D
Index TypeHNSW + IVF
SyncReal-time
StorageOn-premise

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