However, many of those additions are still in the experimental section and will not always deliver constant outcomes yet. These three traces, while not strictly wanted here, as a result of the docker image already has them pre-installed, are included for completeness and these are wanted to enable the RAG assist of a regular Postgres distribution. LangChain provides some normal interface of working with vector stores, allowing users to change between totally different vector retailer implementations. Slack reported that customers are practically twice as possible as non-Slack users to report that their sense of belonging improved while working from home (Collaboration tools will help remote workers adapt - Slack). LangChain gives a constant interface for working with chat models from totally different providers while offering extra features for monitoring, debugging, and optimizing the efficiency of purposes that use LLMs. 2. Can I exploit ChatGPT offline?