ai-agents-from-scratchAgent45/100 via “react-pattern-agent-orchestration”
Demystify AI agents by building them yourself. Local LLMs, no black boxes, real understanding of function calling, memory, and ReAct patterns.
Unique: Implements ReAct as an explicit loop in JavaScript code rather than hiding it in a framework, showing exactly how reasoning, tool selection, and action execution are orchestrated. The react-agent module includes the full loop with error handling, reasoning trace management, and termination logic, making the pattern transparent and modifiable.
vs others: More transparent and educational than LangChain's agent executors because the entire loop is visible and modifiable; less robust than production frameworks because error handling and optimization are manual, but enables deep understanding of agent mechanics.