№ 04·Applied AI·2025

StrataRAG — Deterministic Document Indexer

A domain retrieval architecture that partitions complex technical specifications into hierarchical vector chunks with strict provenance attribution.

StrataRAG semantic indexing and hierarchical chunk visualization

The Engineering Problem & Architecture

Designed to address the inaccuracy of naive vector chunking, StrataRAG applies semantic AST parsing to technical documentation before embedding. Every synthesized answer provides character-level source bounding boxes, giving enterprise users complete verification trail for AI outputs.

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Engineering Scope & Execution

Vector Space Design, Chunking Pipelines, Citation Verification Engine

Technological Primitives

PythonQdrantFastAPITypeScriptNext.js

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