The Brain
Core LLM · Reasoning Engine
The central inference engine. Processes context, applies fuzzy reasoning, and decides actions. The seat of thought and decision.
Memory · Short-Term
Context Window · RAG
The current conversation, system instructions, and observations from the current round.
Memory · Long-Term
Qdrant Vector DB · Notebook
Vector database with past lessons, semantic embeddings, and persistent notes.
▼
Planning
Chain of Thought · ReAct Cycles
Breaks the objective into steps, generates chains of thought (CoT), and orchestrates ReAct cycles.
Tools
Functions · APIs · Scripts
External functions called by the agent: web search, Python script, email API, calculator, browser.
// The ReAct Cycle
THOUGHT
→
ACTION
→
OBS
// Simulation Progress
Step 0 of 6
agent · runtime · log
// Agent AI · ReAct Engine v2.1
// Initialization complete. Awaiting command...
agent@core:~$