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

How to combine LLM models, Retrieval‑Augmented Generation, and agents to achieve efficient, cost‑optimal product solutions.
Read article
Learn how to combine LLM result caching and hybrid queries to lower costs and improve latency in production applications.
Read article
Learn how the chain‑of‑thought prompting technique boosts the quality of product ideas generated by language models.
Read article
How to design and optimize LLM context windows to increase response quality while minimizing cost and latency.
Read article
Learn how to combine vector search with LLMs to increase answer relevance while keeping costs and latency under control.
Read article
We compare the costs and delays of LLMs run locally and in the cloud, to help product teams choose the optimal architecture.
Read article
Learn how the Quantization technique can help optimize LLM costs and performance.
Read article
Learn how Prompt Engineering can help optimize LLM models and improve their performance in your applications. Optimizing language models using this technique.
Read article
Discover how agent patterns in LLM can accelerate your business processes.
Read article
Learn how to optimize the costs of deploying LLM models in mobile applications and increase their performance.
Read article
Learn how differences in LLM model performance on mobile and stationary devices affect application design.
Read article
Discover the power of multimodal models in LLM and learn how they can revolutionize your applications.
Read articleDescribe it in a few sentences. I reply within 24 hours with a free quote and a proposed stack.
Loading the case study…
The write-up would not load. Open the full project page instead.
All projects