Articles by tag: ollama

Attacks on LLM in Business: Vulnerabilities of Local Models

How Attackers Extract CRM Data Through LLM? Analysis of Real Attacks on Local and Cloud Models. Protection of SMB Solutions.

Message history in Python Ollama LLM chat

Adding context and memory to console chat with LiteLLM. Full code with trim_history, dialog examples. For middle/senior dev. Run local chat with history.

Code Assistant VS Code: setup with Ollama

Set up Code Assistant in VS Code with local project indexing on Ollama and Qdrant. Instructions on embeddings, skills, subagents. Save on foreign LLMs — start for free.

OpenClaude: CLI agent with GPT and Ollama for free

Breakdown of OpenClaude — a fork of Claude Code with support for any LLM. Installation, model tests, ReAct architecture. Legal alternatives for developers. Learn how to run locally.

PageIndex in RAG: replacement for vector search

Analysis of PageIndex for RAG without embeddings: pros, cons, local launch on Ollama. Testing on PDF, accuracy 69% with qwen3:14b. Setup instructions for developers.

Local AI for Home Assistant: Ollama and MCP

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.

LLM Dialog: Creating a Go Utility for Comparing Language Models

Development of a Graphical Utility in Go for Automating Dialog Between Language Models. LLM Comparison, Context Management, Practical Application for Developers.