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However, many of those additions are nonetheless in the experimental part and will not all the time ship consistent results but. These three strains, whereas not strictly wanted here, because the docker image already has them pre-installed, are included for completeness and these are wanted to allow the RAG support of an ordinary Postgres distribution. LangChain provides some standard interface of working with vector stores, allowing users to switch between completely different vector retailer implementations. Slack reported that users are practically twice as seemingly as non-Slack users to report that their sense of belonging improved whereas working from residence (Collaboration tools may also help remote employees adapt - Slack). LangChain offers a constant interface for working with chat fashions from different providers whereas providing further features for monitoring, debugging, and optimizing the performance of purposes that use LLMs. 2. Can I exploit ChatGPT offline?