RAG

RAG Vector Search & Task Chunking Workbench

Simulated Routing Engine

1. Document / Log Context

Source Text Context (Hands-Free Voice / Email Logs):

2. Chunking Parameters

Chunking Strategy:

Chunk Size Target: 60

3. Query Sandbox & Vector Metric

Hands-free Natural Query:

Vector Distance Metric:

Top-K Retrieval Floor: 2

Query Vector

Retrieved Match (Top-K)

Unmatched Context Chunk

Retrieved Matches & Similarity Matrix

Chunk ID	Snippet	Similarity	Status

RAG Context Payload Verified Operational State

// RAG Context Payload ready