Agentic Trading Bots

Agentic Trading Bots is a local-first commodity intelligence project that combines price data, curated news, generated sentiment, PPO agent outputs, and forecast outputs in one static dashboard.

Project links:

• GitHub repository

• Interactive demo

• Sphinx docs

Contents

• Overview
  • Purpose
  • What the demo shows
  • Local workflow
• Architecture
  • Layers
  • Current modularity improvements
  • Non-goals
• Data
  • Source boundary
  • Generated and committed artifacts
  • Primary derived tables
  • Training and model outputs
  • Refresh workflow
• Agents And Forecasting
  • Configuration
  • PPO commands
  • Forecast commands
  • Single-asset PPO
  • Multi-asset PPO
  • Forecast outputs
  • Dashboard loading
• Modularity Review
  • Review summary
  • Fixes applied
  • Remaining tradeoffs
• Deployment
  • GitHub Pages
  • Workflow steps
  • Local verification