Author: Ivan Martynov

Ivan Martynov is a Senior Software Engineer at Studio 3T.
Enhancing customer experience and operational efficiency with the RAG model, embeddings and MongoDB

Enhancing customer experience and operational efficiency with RAG, embeddings and MongoDB

When it comes to RAG and LLMs, integrating embeddings with robust databases like MongoDB can help organizations optimize data retrieval and task performance, allowing enterprises to dynamically access pertinent information.

Posted on: 18/12/2024 (last updated: 18/03/2025) • Ivan Martynov • 4 minutes

How to get more from your data with embeddings for MongoDB Vector Search

Embeddings and MongoDB Vector Search can transform data handling and search functionality. Learn how to use them to reap the benefits for your organization.

Posted on: 03/12/2024 (last updated: 14/01/2025) • Ivan Martynov • 5 minutes
Open source LLM classifications for enterprises

Navigating the landscape of open source LLM classifications for enterprises

The emergence of LLMs is a game-changing opportunity for enterprises across industries. Find out how you can make the best of it and what to watch out for.

Posted on: 19/11/2024 (last updated: 18/03/2025) • Ivan Martynov • 5 minutes

How vector search can transform enterprise data retrieval

Find out how vector search can transform data retrieval with contextually relevant results that drive efficiency and improve user experience.

Posted on: 08/11/2024 (last updated: 18/03/2025) • Ivan Martynov • 4 minutes

Why your business needs intelligent enterprise chatbots

Discover how intelligent enterprise chatbots can improve customer engagement, enhance efficiency and help your business stay ahead of the competition.

Posted on: 04/11/2024 (last updated: 18/03/2025) • Ivan Martynov • 4 minutes