Grounded AI Assistants: Chatbots That Don't Make Things Up
Why most website chatbots disappoint, and how grounded AI assistants answer from approved content and live data, act safely and hand over to people.
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Practical notes on AI, software and cloud
How we build AI assistants, MCP servers, private AI and enterprise integrations — and what we’ve learned along the way. Subscribe with the RSS feed.
Private AI with Local Models: Documents, Images and Audio
How organizations run open AI models on their own servers with Ollama and vLLM to parse documents, recognize images and transcribe audio privately.
Read the articleWhat Is an MCP Server? Connecting AI Tools to Your Business Systems
MCP servers let Claude, ChatGPT and Gemini use your business systems safely. How they work, why they beat raw API access, and how to start small.
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