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Igor Novikov

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Towards AI

RAG Architecture: Advanced RAG

Since the writing of my last article, not much time has passed, but progress doesn’t stand still, and several important changes have…

Jul 22

RAG Architecture: Advanced RAG

Jul 22

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Published in
Towards AI

A Complete Guide to RAG

If you haven’t heard about RAG from your refrigerator yet, you surely will very soon, so popular this technique has become. Surprisingly…

Jun 20

A Complete Guide to RAG

Jun 20

Published in
Towards AI

Ways to Deal With Hallucinations in LLM

One of the major challenges in using LLMs in business is that LLMs hallucinate. How can you entrust your clients to a chatbot that can go…

4d ago

Ways to Deal With Hallucinations in LLM

4d ago

Published in
Towards AI

Build a Company Brain With AI and RAG

The most common case businesses have right now for AI use is searching for answers in the data they have to make decisions or providing…

Dec 10

Build a Company Brain With AI and RAG

Dec 10

Published in
Towards AI

Stable Diffusion Intro

Unless you spent the last two years on a farm in Iowa, you probably heard about stable diffusion or tried image-generating models like…

Dec 3

Stable Diffusion Intro

Dec 3

Published in
Towards AI

Your Cat’s Guide to Activation Functions in Neural Networks

So activation functions. What do we know about them, except for the mystery of horrible naming conventions (more on that later 🧐) and why…

Nov 23

Your Cat’s Guide to Activation Functions in Neural Networks

Nov 23

Published in
Generative AI

A Guide to Autoencoders

Autoencoders are the basic technique of Machine Learning and AI, on which more complex things are built, for example in diffusion models…

Nov 20

A Guide to Autoencoders

Nov 20

Published in
Towards AI

Standard Deviation For Dummies

I bet you’ve heard about standard deviation but what does it mean?

Nov 14

Standard Deviation For Dummies

Nov 14

Published in
Towards AI

Game Theory Made Simple

Many of you, I bet, heard about game theory at some point in your life. If you want to sound smart and impress your girlfriend — just…

Nov 7

Game Theory Made Simple

Nov 7

Published in
ILLUMINATION

Is Burning Man Worth It? A Guide to Max Fun, Min Expense

There are many guides on how to prepare for Burning Man in terms of what food to buy, or what kind of contraption to use for accommodations…

Nov 6

Is Burning Man Worth It? A Guide to Max Fun, Min Expense

Nov 6

Igor Novikov

Igor Novikov

Founder & CTO at Innova-technology.com | AI enthusiast 🧠 | Conference Speaker | Tech with a human touch. | my Linkedin: linkedin.com/in/igor-a-newman

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