Cognitive Agent Workbench
Integrated production console for agent memory, autonomous runtime, chain-of-thought reasoning, and few-shot classification. This project unifies four core engineering domains into a single deployable system with a unified dashboard, REST API, and Docker packaging.
What this project covers
This platform is the capstone integration for the Memory, State & Simple Agents track. It combines concepts and patterns from four standalone reference implementations:
Dashboard tabs
Architecture
┌─────────────────────────────────────────────────────────────┐
│ React Dashboard (:3400) │
│ Overview │ Memory │ Autonomy │ Reasoning │ Classification │
└──────────────────────────┬──────────────────────────────────┘
│ REST proxy
┌──────────────────────────▼──────────────────────────────────┐
│ FastAPI Backend (:8400) │
│ memory/ │ autonomy/ │ reasoning/ │ classification/ │
└─────────────────────────────────────────────────────────────┘
Stack: Python 3.12 · FastAPI · Pydantic v2 · google-genai · Vite · React 19 · Docker (nginx + slim images)
Prerequisites
Python 3.12+
Node.js 20+ and npm
Docker Desktop (optional, for containerized deployment)
