LangChain automates web research with parallel retriever

LangChain's blog details a simple retriever that runs parallel searches, scrapes pages, and synthesizes info with LLMs, locally or in the cloud. It contrasts with agent-based approaches like gpt-researcher, noting the retriever proved effective and configurable for private mode.