However, in order to complete a RAG-pipeline, the next steps are: Take an input prompt, such as "What is a certificate?" and run it through the same embedding model files were indexed with. Query the vector database (e.g., Elasticsearch) for the nearest k vectors + associated text ...
A read resulting in a complex database join can be very expensive, spending a significant amount of time on disk operations.Disadvantage(s): denormalizationData is duplicated. Constraints can help redundant copies of information stay in sync, which increases complexity of the database design. A de...
I have updated the episodes section on each respective page to populate from our database, rather than pulling dynamically on-demand with each page visit. This is not only better for the server, but moreover, also for your site experience. You should notice that the pages load faster now ...
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