Why Your RAG Chatbot Gives Wrong Answers (and How to Fix It)

RAG chatbots often provide incorrect answers due to retrieval and rule failures rather than model issues. Fixing these requires tuning the retrieval-augmented generation process. Simultaneously, OAuth integrations can fail during network hiccups, leading to synchronized retry storms and 429 Too Many Requests errors from providers. Implementing NoeFabris/opencode-antigravity-auth into OpenCode streamlines Google OAuth flows and token refresh, though managing authentication stability remains critical to prevent service downtime and quota exhaustion during unexpected traffic spikes.