However, many of those additions are nonetheless within the experimental phase and will not all the time ship constant outcomes but. These three strains, while not strictly wanted right here, try gpt chat as a result of the docker picture already has them pre-installed, are included for completeness and these are needed to enable the RAG help of a regular Postgres distribution. LangChain provides some standard interface of working with vector stores, permitting customers to modify between completely different vector retailer implementations. Slack reported that users are nearly twice as doubtless as non-Slack users to report that their sense of belonging improved while working from residence (Collaboration instruments can help distant staff adapt - Slack). LangChain gives a consistent interface for working with chat models from different providers whereas providing additional features for monitoring, debugging, and optimizing the performance of purposes that use LLMs. 2. Can I use ChatGPT offline?