RAGO-X ENGINEERING

Engineering Blog

Explore RAGO-X architecture, RAG engineering, and the development of AI services.

Sales, technical support, and R&D groups connect to product, maintenance, and design cabinets according to their work

RAGO-X

Same equipment, different documents: a manufacturer’s cabinet and group access story

A fictional equipment manufacturer organizes sales, maintenance, and design documents into RAGO-X cabinets and manages group access through onboarding, transfers, and collaboration endings.

#Access Control#Document Management#Manufacturing#RAG
Internal portals, support tools, and product screens connect to RAGO-X cabinets through a service backend

RAGO-X

Using the RAGO-X API: from workplace policy assistants to customer support

Learn API key creation, cabinet discovery, RAG Chat requests, and SSE responses through policy assistance, support drafts, and product manual search.

#API#RAG#Integration#LLM
Organization roles are separate from group membership; groups connect users to allowed cabinets

RAGO-X

Managing RAGO-X users and access: invitations, transfers, and departures

Understand owner, administrator, and member roles, user groups, and cabinet access through onboarding, transfers, and offboarding.

#Access Control#User Management#RAG#API
Concept diagram of keyword and semantic search

RAG Engineering

Hybrid search: implementing RRF and evaluating retrieval

A runnable Python rank-fusion example with checks for exact identifiers, access scope, missing evidence, and retrieval quality.

#RAG#Retrieval#LLM
Concept diagram of document chunking for RAG

RAG Engineering

RAG chunking: preserve source positions and test retrieval units

A runnable offset-preserving splitter and a practical review of context, tables, document revisions, and token limits.

#RAG#Chunking#Architecture
Concept diagram of the RAGO-X document-to-answer architecture

RAGO-X

Understanding RAGO-X: from documents to grounded answers

A design guide separating ingestion from question answering, with checks for versions, access scope, retrieval, and citations.

#RAG#Architecture#LLM