LangChain, LlamaIndex, Haystack, MCP and Laravel Scout Ship Grounded AI Answers by Default
Every AI integration ships the improved answer behaviour. LangChain, LlamaIndex, Haystack, the MCP server and Laravel Scout all now send a grounded answer instruction by default and drop weakly matching documents before generating, so RAG answers are direct and stay on topic. Update with
pip install -U or composer update.