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Generative AI is a revolutionary technology that is transforming how developers approach complex problems and innovate. LangChain is an open-source platform designed to equip data engineers with an all-encompassing toolkit for utilizing LLMs in various use cases. LangChain processes information to respond to user prompts by breaking down a large document into smaller chunks, embedding them into vectors, and storing them in a vector store. When a user inputs a prompt, the system queries the vector store to find relevant information and uses LLMs to generate a tailored response. SingleStore Notebook is an innovative tool that enhances the data exploration and analysis process.
