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A chatbot's worst enemy is page refresh

8 days ago
  • #chatbots
  • #infrastructure
  • #real-time-messaging
  • Chatbots struggle with page refreshes due to stateless request-response paradigms.
  • Claude UI uses Server-Sent Events (SSE) which loses token streams on refresh until the response is saved to a database.
  • A minimal chat example using WebSockets and Pub/Sub channels (backed by Ably) handles refreshes seamlessly without persistent state.
  • SSE has limitations in handling reconnection, multiple devices/users, and efficient token streaming.
  • Pub/Sub messaging platforms offer better solutions with features like message.append for token streaming, reconnection handling, and presence awareness.
  • The infrastructure for AI models hasn't kept pace with advancements in model performance, leading to suboptimal user experiences.