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However, many of those additions are nonetheless within the experimental section and will not at all times deliver consistent results but. These three traces, whereas not strictly needed right here, because the docker picture already has them pre-put in, are included for completeness and these are wanted to allow the RAG assist of a regular Postgres distribution. LangChain offers some commonplace interface of working with vector stores, permitting customers to modify between completely different vector store implementations. Slack reported that customers are almost twice as probably as non-Slack customers to report that their sense of belonging improved while working from home (Collaboration tools can help distant employees adapt - Slack). LangChain supplies a constant interface for working with chat gpt issues fashions from totally different suppliers while offering extra features for monitoring, debugging, and optimizing the performance of functions that use LLMs. 2. Can I exploit ChatGPT offline?