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However, many of these additions are nonetheless within the experimental phase and will not at all times ship consistent results yet. 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 enable the RAG help of a typical Postgres distribution. LangChain provides some commonplace interface of working with vector stores, allowing users to switch between totally different vector store implementations. Slack reported that customers are almost twice as seemingly as non-Slack users to report that their sense of belonging improved whereas working from home (Collaboration instruments can assist distant employees adapt - Slack). LangChain provides a constant interface for working with chat models from totally different providers whereas providing extra features for monitoring, debugging, and optimizing the performance of functions that use LLMs. 2. Can I exploit ChatGPT offline?