KnowledgeMesh Retrieval Console

Inspect vector index distribution, evaluate dense vs BM25 reciprocal rank fusion, and audit ACL boundaries.

HNSW INDEX OPTIMIZED

CONNECTED PRODUCT ECOSYSTEM

KnowledgeMesh Tri-Surface Architecture

Shared Domain State Model

Website Surface

Product narrative, architecture & sandbox

App Surface

Personal workflow & interactive task execution

Dashboard Surface

ACTIVE

Operations control plane & live telemetry

TOTAL DOCUMENTS2,1004 Active Corpora

VECTOR CHUNKS82,8503072 / 1024 Dim

INDEX MEMORY1322 MBHNSW in RAM

HYBRID PRECISION96.8%Mean Reciprocal Rank

SOURCE CORPUSACL GROUPDOCSSTATUS

Enterprise Master Service Agreements (MSAs)SRC-101 · PDF_CORPUS

LEGAL

420

INDEXED

Engineering Architecture RFCsSRC-102 · CONFLUENCE_SPACE

ENGINEERING

890

INDEXED

Q2 Financial Statements & Audit LogsSRC-103 · SHAREPOINT

FINANCE

140

INGESTING

Company Wide Standard Operating ProceduresSRC-104 · NOTION_WORKSPACE

ALL_EMPLOYEES

650

INDEXED

Enterprise Master Service Agreements (MSAs)

SRC-101

EMBEDDING MODELtext-embedding-3-large

CHUNKS INDEXED18,450

INDEX SIZE340 MB

LAST SYNC12 mins ago

ACL BOUNDARIES & PERMISSION TAGS

> Target ACL Scope:LEGAL

> Document Partition:Isolated Tenant Vault

> Rerank Weight:0.7 Dense / 0.3 BM25

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KnowledgeMesh Retrieval Console

KnowledgeMesh Tri-Surface Architecture

RAG Beyond Vector Search: Designing Retrieval as a Complete System

Hybrid Retrieval: When Semantic Search Is Not Enough

Chunking Strategies for Enterprise RAG Systems

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