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However, many of these additions are still within the experimental section and may not all the time ship consistent results but. These three strains, whereas not strictly wanted right here, because the docker image already has them pre-put in, are included for completeness and these are needed to enable the RAG support of a regular Postgres distribution. LangChain offers some commonplace interface of working with vector shops, permitting users to change between totally different vector retailer implementations. Slack reported that users are practically twice as possible as non-Slack customers to report that their sense of belonging improved whereas working from house (Collaboration instruments can assist remote employees adapt - Slack). LangChain offers a constant interface for working with chat fashions from totally different providers whereas providing further features for monitoring, debugging, and optimizing the efficiency of functions that use LLMs. 2. Can I take advantage of ChatGPT offline?