Transformers in a Nutshell.
Neural Networks has become a fundamental building block for AI models in the field of natural language processing (NLP). It is more relevant for generative AI (Gen-AI), a subfield of AI. These neural networks, inspired by human brain, are trained to learn patterns and make predictions, making it well-suited for generative AI tasks. ChatGPT by […]
The Impact of GDPR on Gen AI Deployment: Strategies for Business Analysts
The General Data Protection Regulation, which establishes strict criteria for data management and protection, has revolutionized the field of data privacy. It has a significant impact on the application of AI and presents enterprises with both opportunities and challenges. This post explores the methods business analysts can use to handle GDPR compliance in Gen AI initiatives. […]
Localized Intelligence: Pre-trained LLMs
Large Language Models (LLMs) have become a compelling option for data analysis with specific business needs. Many self-service-focused artificial intelligence (AI) companies like Wand (wand.ai) are offering their own LLMs for advanced data analysis through a no-code, chat-based interface. These offerings from AI companies have emerged as powerful tools for extracting valuable insights. However, organizations […]
Empowering AI Conversations: Exploring RAG Architecture and LangChain Framework for Next-Gen Chatbots and GenAI
In the continuously developing realm of natural language processing (NLP), two pioneering technologies have revolutionized how we interact with and process language: Retrieval Augmented Generation (RAG) and LangChain. Combining the strengths of retrieval-based models with generative models, these innovations mark a significant step forward in the pursuit of more intelligent, context-aware language processing systems. RAG […]
Beyond the Machine Mind: Understanding Hallucinations in Generative Models
GenAI (Generative Artificial Intelligence) is a type of AI (Artificial Intelligence) that falls under Deep Learning. GenAI creates text, code, image, or video-based output for the provided prompt. The output is based on the training data it analyzed and various patterns it learned. Though GenAI can create new information, it is not always accurate. Incorrect […]