#RAG

Posts tagged

August 10, 2026

Why I Built Asellio: An AI Assistant That Understands Your Store, Not Just Language

The origin story of Asellio from an e-commerce practitioner and software developer perspective. Why generic chatbots fail in specialized niches and how RAG transforms sales consultation.

Data-Driven Customer Service: Building AI Models from Chats and Tickets

E-commerce & SaaS14 min

August 2, 2026

Data-Driven Customer Service: Building AI Models from Chats and Tickets

How to leverage NLP, ML, and predictive analytics to train AI agents that autonomously resolve customer queries 24/7 with full personalization.

RAG vs Fine-Tuning: What Teams Are Choosing in 2025? Data from Practice

AI & Models16 min

July 28, 2026

RAG vs Fine-Tuning: What Teams Are Choosing in 2025? Data from Practice

New benchmarks show: hybrid approach (RAG + fine-tuning) delivers 86% accuracy vs 75% for base GPT-4. How to choose in practice?

Lakehouse, RAG and Vector Databases: What from the Modern Data Stack Makes Sense for SaaS?

Data Engineering13 min

July 23, 2026

Lakehouse, RAG and Vector Databases: What from the Modern Data Stack Makes Sense for SaaS?

Pinecone for speed, pgvector for cost control, or Lakehouse for governance? Concrete metrics and case studies for small SaaS teams.

Agentic RAG in E-commerce: When a Simple Chatbot Isn't Enough

AI Agents7 min

June 12, 2026

Agentic RAG in E-commerce: When a Simple Chatbot Isn't Enough

Retrieval-Augmented Generation (RAG) is transforming e-commerce, but simple linear search is no longer enough for complex expert niches. We need Agentic RAG and Multi-Agent systems.