@BlogWithDubey

Unlocking the Power of Retrieval-Augmented Generation (RAG): The Future of Intelligent Content Generation

Sep 10, 2024 · 3 min read · In the evolving world of AI, Retrieval-Augmented Generation (RAG) stands out as the best of two AI paradigms: retrieval-based models and generative models. It enhances the accuracy and relevance of content, taking it far beyond the limitations of tra...

Exploring Kernal Insights with Support Vector Machine (SVM).

Feb 11, 2024 · 4 min read · Support Vector Machines that are SVM used in the realm of machine learning, that can be used as both in classification and regression tasks. SVM inception traces back to the 1960s, but it wasn't until the 1990s that SVM went into refinement, so that ...

Let's Dive into Seq2Seq Learning

Jan 22, 2024 · 3 min read · In the era of ever-growing landscape of Machine Learning Field, one paradigm stands out for its remarkable ability to adapt and applications that is Sequence-to-Sequence (Seq2Seq) Learning. It is all about training models to convert sequences from on...

Reinforcement Learning with Human Feedback (RLHF).

Jan 15, 2024 · 1 min read · RHFL that is Reinforcement Learning and human feedback uses human feedback to optimize the Machine Learning model more accurately which makes the self learn very efficient. RHFL used for the generative AI application, including Large Language Models....

Automating with CI/CD Pipeline

Dec 25, 2023 · 2 min read · CI/CD is Continuous Integration and Continuous Development that is called as set of best practices that we use to automate the Software Development Lifecycle by providing a streamlined and automated way to deliver an applications in industries. CICD...