LLM UX: Human LLM InteractionsGoogle recently presented an example of a new UX standard for interfacing with LLMs in its “Jetpack Compose” product reveal. The process of…May 16, 2024May 16, 2024
Enhancing Closed Source Model APIs: Multi-Step Logic and Human FeedbackClosed source model APIs, like the OpenAI API, offer powerful capabilities but often lack advanced functionalities that can make them truly…May 15, 2024May 15, 2024
Leveraging AI’s Strengths in App Development: A Travel Planner ExampleIncorporating Artificial Intelligence (AI) into app development can dramatically enhance user experience and functionality. Let’s explore…May 10, 2024May 10, 2024
What Can AI Really Do? Quick InsightsIntegrating Artificial Intelligence (AI) into your projects begins with understanding its core strengths. Identifying how AI can…May 10, 2024May 10, 2024
Navigating Advanced Vector Relationships with Llama IndexIn the world of Natural Language Processing (NLP) and vector stores, managing and navigating complex relationships between data can be a…Mar 14, 2024Mar 14, 2024
For Superior Troubleshooting, Combining Transformer-Based LLMs with Rule-Based Systems is Your Best…When it comes to technical troubleshooting, a hybrid system that combines the cognitive flexibility of transformer-based LLMs with the…Jan 29, 2024Jan 29, 2024
How Will We Interface with AI? The Rise of the Personalized Digital AssistantIn the realm of technology, the future is often depicted as a landscape dominated by advanced artificial intelligence (AI), seamlessly…Jan 26, 2024Jan 26, 2024
OpenAI Assistants API - A Framework That Automates and Simplifies AI Project TasksThe OpenAI Assistants API is a powerful tool designed to make working with OpenAI models easier and more efficient. It’s perfect for anyone…Jan 18, 2024Jan 18, 2024
Exploring the Essence of RAG: Semantic SearchRetrieval-Augmentation-Generation (RAG) is a cutting-edge framework transforming information processing. Central to its function is the…Jan 9, 2024Jan 9, 2024
What is K-Means?K-means is a popular and widely used clustering algorithm in the field of data science and machine learning. It’s an example of…Dec 26, 2023Dec 26, 2023
The Versatility of Transformers in Machine Learning: Beyond Just NLPWhen the transformer architecture was first introduced in the paper “Attention Is All You Need” in 2017, it revolutionized the field of…Dec 26, 20231Dec 26, 20231
The Art of Tuning Self-Attention Heads in TransformersThe process of tuning self-attention heads — maintaining uniform weights but adjusting them to project and capture diverse spatial…Dec 14, 2023Dec 14, 2023
The Essence of Self-Attention in Transformers: Measuring Relevance and Capturing Unique PatternsThe self-attention mechanism’s power lies in its dual capability: measuring vector distances to determine relevance, and applying unique…Dec 14, 2023Dec 14, 2023
A Geometric Perspective on Large Language ModelsEver pondered over a geometric interpretation of Large Language Models (LLMs) without delving deep into the math? Here’s my personal…Dec 1, 2023Dec 1, 2023
Understanding Google Cloud’s Application Default Credentials (ADC)What is ADC?Oct 25, 20231Oct 25, 20231
Optimizing LLM-backed Chat Bots: How to Respond Only When RelevantThe rise of chat bots backed by Large Language Models (LLMs) has offered businesses and developers powerful tools to interact with users…Oct 23, 2023Oct 23, 2023
ETL on GCPGreetings, everyone! Today, we’re diving into the world of ETL, which stands for Extract, Transform, Load — a powerhouse concept at the…Sep 14, 2023Sep 14, 2023
SSH Encrypted CommunicationHello, everyone! I’m back and eager to delve deeper into our exploration. This time, we’re taking a more advanced route, bridging the…Sep 14, 2023Sep 14, 2023
GCP Network FundamentalsGreetings, tech enthusiasts! I’m a GCP Cloud Architect/Engineer, and I’m here to share a series of articles aimed at helping you on your…Sep 14, 2023Sep 14, 2023
