kb-reasoning-agent — tool profile and history

Technology demonstration PoC of an AI agent using LLM-based reasoning to perform complex tasks: generate an execution plan from external inputs and a knowledge base, collect relevant external data via integrated tools, evaluate if the goal has been achieved, and deliver actionable conclusions—powered by Ollama with open-source models.