Akash VermaImplement asynchronous programming in Azure OpenAI for task Parallelization.When we request information from Azure Open AI one after the other in a step-by-step manner, it can take a long time to get all the…Sep 9, 20231Sep 9, 20231
Akash VermaGPT Cache: An OverviewGPT Cache is a system that enhances the performance and efficiency of language models by incorporating caching mechanisms. It aims to…Jul 8, 2023Jul 8, 2023
Akash VermaHow do Transformers(NLP) work?A transformer neural network can take an input sentence in the form of a sequence of vectors, converts it into a vector called an encoding…Jun 18, 2023Jun 18, 2023
Akash VermaSearch Engine Using Azure Cognitive SearchArchitecturally, a search service sits between the external data stores that contain your un-indexed data, and your client app that sends…Jun 17, 2023Jun 17, 2023
Akash VermaSelf-Attention Mechanism TransformersSelf-attention is a key mechanism used in transformers, which allows the model to focus on different parts of the input sequence when…Jun 14, 2023Jun 14, 2023
Akash VermaMicrosoft’s Automatic Prompt Optimization TechniquesAutomatic prompt optimization refers to the process of automatically finding an optimal prompt for a language model by iteratively refining…Jun 13, 2023Jun 13, 2023