Viewing profile — hoverbot

We just built a production grade multilingual RAG system and wrote up the design and what we learned in “Multilingual RAG That Actually Works: A Practical Architecture.” Many multi…

We outlined four common patterns for embedding chatbots, from simple bubbles to multi-tab hubs, and looked at where each approach fits best. Would love to hear what patterns the HN…

Author here. We run chatbots with a smart router: classify noise/PII first, call retrieval+LLM only when needed, and use deterministic flows for actions. This keeps latency and cos…

Author here (HoverBot team). How we keep PII out of LLMs in our chatbots: detect fast -> replace with typed placeholders -> call the model -> unmask on our server. We also cover re…

Great practical takes - agentic chatbots work only with real data and feedback loops. HoverBot is built this way: it automates RAG pipelines, includes confidence thresholds, and su…

Tough experience, but it doesn’t have to be. With HoverBot, if the bot is unsure, it knows when to back off and bring in a human right away. And with built-in conversation analytic…