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LLMs, agents, RAG and automation — practically, from the perspective of building a product rather than the hype.

Latest articles

Hybrydowa architektura LLM RAG agent – praktyczny przewodnik dla produktów

Hybrid Architecture LLM RAG Agent – A Practical Guide for Products

How to combine LLM models, Retrieval‑Augmented Generation, and agents to achieve efficient, cost‑optimal product solutions.

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Optymalizacja kosztów LLM przy użyciu cache – praktyczny przewodnik

LLM Cost Optimization Using Cache – A Practical Guide

Learn how to combine LLM result caching and hybrid queries to lower costs and improve latency in production applications.

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Chain of Thought Prompting w LLM – praktyczny przewodnik dla zespołów produktowych

Chain of Thought Prompting in LLM – A Practical Guide for Product Teams

Learn how the chain‑of‑thought prompting technique boosts the quality of product ideas generated by language models.

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Okna kontekstowe LLM optymalizacja – praktyczny przewodnik dla zespołów produktowych

LLM Context Windows Optimization – A Practical Guide for Product Teams

How to design and optimize LLM context windows to increase response quality while minimizing cost and latency.

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RAG LLM w aplikacjach produktowych – praktyczny przewodnik dla zespołów

RAG LLM in product applications – practical guide for teams

Learn how to combine vector search with LLMs to increase answer relevance while keeping costs and latency under control.

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LLM on‑device vs cloud – koszt i latencja w aplikacjach mobilnych

LLM on‑device vs cloud – cost and latency in mobile applications

We compare the costs and delays of LLMs run locally and in the cloud, to help product teams choose the optimal architecture.

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Optymalizacja kosztów LLM

LLM Cost Optimization

Learn how the Quantization technique can help optimize LLM costs and performance.

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Prompt Engineering w LLM

Prompt Engineering in LLM

Learn how Prompt Engineering can help optimize LLM models and improve their performance in your applications. Optimizing language models using this technique.

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Wzorce agentowe w LLM

Agent Patterns in LLM

Discover how agent patterns in LLM can accelerate your business processes.

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Optymalizacja kosztów LLM w aplikacjach mobilnych

Cutting LLM costs in mobile apps

Learn how to optimize the costs of deploying LLM models in mobile applications and increase their performance.

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Modele LLM na urządzeniach mobilnych

LLM Models on Mobile Devices

Learn how differences in LLM model performance on mobile and stationary devices affect application design.

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Modele multimodalne LLM

Multimodal LLM Models

Discover the power of multimodal models in LLM and learn how they can revolutionize your applications.

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