However, many of these additions are still within the experimental section and may not always deliver consistent results but. These three strains, whereas not strictly needed right here, as a result of the docker picture already has them pre-installed, are included for completeness and these are needed to enable the RAG support of a regular Postgres distribution. LangChain provides some commonplace interface of working with vector shops, permitting users to switch between totally different vector retailer implementations. Slack reported that customers are nearly twice as possible as non-Slack customers to report that their sense of belonging improved whereas working from house (Collaboration tools will help remote employees adapt - Slack). LangChain provides a constant interface for working with chat gpt ai free models from completely different suppliers while offering extra features for monitoring, debugging, and optimizing the performance of purposes that use LLMs. 2. Can I exploit ChatGPT offline?