Step-by-step guide to deploying and integrating a local LLM in Python. Use Ollama to run models and LiteLLM for interaction, without API keys and cloud services. Ideal for developers.
Deploy AI agent for smart home on Ollama, Whisper, OpenClaw without cloud. Bypass tool calling Llama 8B, GPU optimization, automation scripts. Instructions for middle/senior dev.
Create an autonomous AI agent for research, docs analysis and monitoring. Runs offline on Qwen3, without VPN and subscriptions. Download Doka for Windows/macOS and speed up workflow. Ideal for middle/senior devs.
Breakdown of 1-bit weights Bonsai 8B and KV-cache compression TurboQuant. Memory reduction 14x for weights, 6x for cache. Calculations for 235B models. Learn how to run giants locally.
Set up AI assistant in Obsidian without cloud: Ollama + Infio Copilot + gemma4:e2b. Fast indexing, semantic search through notes. Instructions for middle/senior dev.
Euro reaches 51 UAH — record rate. Why this matters for the global economy and how it will affect prices in your stores. Analysis of global consequences.
Why do Ukrainians buy hybrids 57% more often? We analyze how a local trend reflects a global drop in oil demand and what it means for your car expenses.
Deir el-Balah votes for a new local council in Gaza's first election since 2005. Residents seek basic services like water and electricity, not political slogans.
Strike on a gas station in Bohodukhiv is not just a local tragedy. Learn how such events drive up global fuel prices and impact your budget. A straightforward breakdown without jargon.
A former forest master in Ukraine organized illegal logging in a nature reserve. Learn how a local crime is linked to global environmental and economic problems.