However, many of those additions are still within the experimental part and will not always deliver consistent outcomes yet. These three traces, while not strictly wanted right here, as a result of the docker image already has them pre-installed, are included for completeness and these are needed to allow the RAG help of a standard Postgres distribution. LangChain provides some standard interface of working with vector shops, permitting customers to modify between completely different vector store implementations. Slack reported that customers are practically twice as seemingly as non-Slack customers to report that their sense of belonging improved while working from residence (Collaboration tools may help remote employees adapt - Slack). LangChain supplies a constant interface for working with free chat gtp models from different providers while offering further features for monitoring, debugging, and optimizing the performance of applications that use LLMs. 2. Can I use ChatGPT offline?