However, many of these additions are still in the experimental section and may not always deliver constant results but. These three lines, whereas not strictly wanted here, because the docker picture already has them pre-installed, are included for completeness and these are needed to enable the RAG assist of a typical Postgres distribution. LangChain provides some customary interface of working with vector shops, allowing customers to switch between completely different vector store implementations. Slack reported that users are almost twice as possible as non-Slack customers to report that their sense of belonging improved while working from dwelling (Collaboration instruments may help distant employees adapt - Slack). LangChain gives a consistent interface for working with chat gpt issues fashions from totally different providers while offering further features for monitoring, debugging, and optimizing the efficiency of functions that use LLMs. 2. Can I take advantage of ChatGPT offline?