All articles by Ilia Markov
How do you search in a database with LLMs?
Discover how do you search in a database with LLM using MCP, RAG, and SQL translation. Unlock fast, natural language access to your business data now!
Multimodal RAG: A Simple Guide
Discover how multimodal RAG transforms search by unifying text, images, audio, and video. Learn to build smarter, human-like AI experiences today.
LlamaIndex RAG tutorial: step-by-step implementation
Build smarter AI search with LlamaIndex RAG. Learn step-by-step how to create, optimize, and scale reliable retrieval-augmented generation systems.
Fine-tuning vs RAG: Choosing the right approach
Explore the key differences between fine-tuning and RAG. Find out which approach best suits your needs and learn how to improve performance, accuracy, and cost.
How to implement search in Firebase
Learn how to easily implement search in Firebase in this detailed and easy-to-follow step-by-step tutorial.
How to build a RAG pipeline: А step-by-step guide
Learn how to build a RAG pipeline to boost AI accuracy, reduce hallucinations, and deliver reliable, real-time answers. Start building smarter AI today!
Full tutorial on how to design a search engine with Ruby on Rails
Learn how to easily build a search engine with Ruby on Rails in this actionable step-by-step tutorial.
Building a search engine in Golang: A comprehensive guide
Learn how to easily build a search engine in Go (Golang) in this actionable step-by-step tutorial.
How to add search to your Gatsby site: Step-by-step guide
Learn how to easily add search to your Gatsby site with this detailed and easy-to-follow step-by-step guide.