However, many of these additions are nonetheless within the experimental phase and may not all the time deliver consistent results but. These three lines, while not strictly needed here, because the docker image already has them pre-installed, are included for completeness and these are wanted to allow the RAG assist of a regular Postgres distribution. LangChain supplies some commonplace interface of working with vector stores, allowing users to change between completely different vector store implementations. Slack reported that users are practically twice as likely as non-Slack users to report that their sense of belonging improved while working from house (Collaboration tools may also help remote employees adapt - Slack). LangChain supplies a constant interface for working with try chat gbt models from completely different suppliers whereas providing additional options for monitoring, debugging, and optimizing the performance of purposes that use LLMs. 2. Can I exploit ChatGPT offline?