📞 Chatbots

• Basic
  • Setup
  • Define Actions
  • Create the app
  • Run the app
  • Add a decision making step
  • Tracking
  • Tracking Server
  • Persistence
• GPT-like multimodal chatbot
  • Agentic Problems
  • Monitoring for the win, right?
  • Solution: Burr
  • 1. Agent application is modeled as State + Actions –> Graph
  • 2. Build application –> built in checkpointing & tracking
  • 3. Comes with a UI
  • But something broke / I want to debug
  • Actually what if I want to go back to a certain point in time?
  • Want to know more?
• Conversational RAG with Burr and Hamilton
  • Load your “chain” or conversational RAG “pipeline”
  • Create the actions that will constitute our application
  • Add a hook to print the steps – optional but shows that Burr is pluggable
  • Create the application
  • Let’s run the app.
  • Let’s now run the app to completion
  • Reloading from prior state