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RAG

RAG (Retrieval Augmented Generation) is an approach that grounds the model's response with sources retrieved from corporate data.

LLMs and Vector Databases: How Does Semantic Search Work?
Artificial intelligence

LLMs and Vector Databases: How Does Semantic Search Work?

Explore the role of vector databases in LLM applications, how semantic search works, and the relationship between SQL, NoSQL, and RAG, including their technical foundations.

2025-09-08 · 3 min read
The Role of VRAM and Hardware Modifications in Enterprise AI
Artificial Intelligence

The Role of VRAM and Hardware Modifications in Enterprise AI

Why is VRAM capacity critical for on-premises AI projects? We examine costs, data privacy and infrastructure requirements through RTX 4090 hardware modifications.

2026-04-26 · 3 min read
How to build an AI assistant that runs on ERP data
ERP & AI

How to build an AI assistant that runs on ERP data

The steps for a permission-aware query layer that shortens the report request chain.

2026-08-04 · 5 min read