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https://www.freecodecamp.org/news/how-to-build-your-own-local-ai-agent-with-tool-calling-and-memory/
How to Build Your Own Local AI Agent with Tool Calling and Memory
In this tutorial, I'll show you how to build a local AI agent with tool calling and short-term memory using LangChain v1, Ollama, Qwen, and Python. The agent decides on its own when to call tools, and
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