Advanced RAG Patterns: How to improve RAG peformance ref / ref [17 Oct 2023] Data quality: Clean, standardize, deduplicate, segment, annotate, augment, and update data to make it clear, consistent, and context-rich. Embeddings fine-tuning: Fine-tune embeddings to domain specifics, adjust them...
In this chapter and the next two, you’ll see an overview of current research on how our minds make decisions. To accomplish that, I necessarily take a broad-brush strokes approach. Each of the concepts mentioned here has a vast line of research behind it, with theoretical models, divergent...
When I actually turned 50, I was the Team Leader Customer Support for OCLC in Australia and New Zealand. So I was still running a help desk. But I was also studying my Masters of Information Management, and it was the middle of Melbourne’s brutal COVID lockdowns, and I was happy t...
The 'public' gives reference to a specific community which is the body of people concerned even though this might be a very big group, such as the European public. 2.1 Different accounts of the public interest in political theory The biggest controversies that surround the public ...
DAXX represents a new type of protein-folding enabler 18 August 2021 Introduction Some soluble, misfolded proteins can bypass the refolding action of chaperones in vivo according to folding and functional assays1,2,3. Typically, in these assays the protein of interest is purified after it has bee...
Monitoring functional recovery and development following a pediatric stroke involves a broad range of outcome measures, each with its own unique selection criteria. Our effort was directed towards developing a toolkit of outcome measures, presently available to clinicians, characterized by solid psychometric...
Moral Disengagement Can Be Predicted by Inauthentic/Counterfeit Self Acting in a manner that is not following the authentic self will drive a person further away from their morality (ie, moral disengagement).28 As we use personal and social values to make sense of the world, these values ...
of teamwork interact with one another and impact the emergence of team outcomes. Advances in the field of animal behavior have enabled a precise understanding of the behavioral mechanisms that enable groups to perform feats that surpass the capabilities of the individuals that comprise them. In this...
Aim to make the test and development sets large enough that your performance metric will be accurate enough to make good distinctions between models. If the sets are too small, you will end up making decisions based on noisy results.
8.Plant Hardiness– Defining distinct boundaries in which plants are capable of growing as defined by climatic conditions. 9.Machine Performance– Logging geographic coordinates of agricultural machinery in a farm field to better understand the spatial variability cost of field operation and machinery per...