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However, many of those additions are still within the experimental part and should not at all times deliver constant results but. These three traces, whereas not strictly wanted here, as a result of the docker picture already has them pre-put in, are included for completeness and these are wanted to allow the RAG assist of a normal Postgres distribution. LangChain provides some standard interface of working with vector stores, allowing users to modify between completely different vector retailer implementations. Slack reported that customers are nearly twice as probably as non-Slack users to report that their sense of belonging improved whereas working from dwelling (Collaboration tools may also help distant employees adapt - Slack). LangChain gives a constant interface for working with chat fashions from completely different providers while offering extra features for monitoring, debugging, and optimizing the performance of purposes that use LLMs. 2. Can I exploit ChatGPT offline?