GH Repository · pguso
ai-agents-from-scratch
Demystify AI agents by building them yourself. Local LLMs, no black boxes, real understanding of function calling, memory, and ReAct patterns.
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agent-appJavaScriptnodetutorialnode-llama-cppreact-agentllm-agentllmfunction-callingeducationalai-agents
A tutorial repository that teaches how AI agents work by building them step by step with local LLMs, covering function calling, memory, and ReAct patterns. It is a JavaScript project using node-llama-cpp, MIT licensed, structured as an educational walkthrough rather than a production library.
Use it when you want hands-on understanding of agent internals without relying on hosted APIs or opaque frameworks.
Use it to
- Build an agent with local LLMs via node-llama-cpp
- Learn function calling implementation
- Implement memory for LLM agents
- Follow a ReAct agent pattern tutorial
For JavaScript developers learning how LLM agents work
- Role
- agent-app
- Language
- JavaScript
- Licence
- MIT
- Forks
- 696
- Open issues
- 11
- Last push
- 2026-07-24
topicsai-agentstutorialfunction-callinglocal-llmnode-llama-cppreact-agent