tutorialJuly 7, 2026·freeCodeCamp
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
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
Key Takeaways
- •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
- •This story was reported by freeCodeCamp, covering developments in the tutorial space.
- •AI advancements continue to reshape industries — read the full article on freeCodeCamp for complete coverage.
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