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Igor Novikov

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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, 2024

Build a Company Brain With AI and RAG

Dec 10, 2024

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Towards AI

Llm Fine Tuning Guide: Do You Need It and How to Do It

Working with LLMs, one of the most popular questions we get is about fine-tuning. Every second client asks if they should do additional…

Dec 24, 2024

Llm Fine Tuning Guide: Do You Need It and How to Do It

Dec 24, 2024

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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, 2024

RAG Architecture: Advanced RAG

Jul 22, 2024

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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, 2024

A Complete Guide to RAG

Jun 20, 2024

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Towards AI

Agentic AI financial analysis with Autogen: what is better Bitcoin or Tesla?

Have you ever wondered which is a better investment — NVidia or Tesla? But what if you are too lazy to do the analysis yourself or don’t…

Jan 10

Agentic AI financial analysis with Autogen: what is better Bitcoin or Tesla?

Jan 10

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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…

Dec 16, 2024

Ways to Deal With Hallucinations in LLM

Dec 16, 2024

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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, 2024

Stable Diffusion Intro

Dec 3, 2024

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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, 2024

Your Cat’s Guide to Activation Functions in Neural Networks

Nov 23, 2024

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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, 2024

A Guide to Autoencoders

Nov 20, 2024

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Towards AI

Standard Deviation For Dummies

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

Nov 14, 2024

Standard Deviation For Dummies

Nov 14, 2024

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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