Have you experienced the broken context between two separate chats in ChatGPT or Gemini? The answer would be a 'Yes' for most of us. This is the memory limitation problem that exists today with many current LLM providers. Popular GenAI chat interfaces like ChatGPT and Gemini provide access to their LLMs, which process inferences from … Continue reading Solving the context window agnosticism in LLM’s using supermemory.ai
Physical AI – The Power of World Foundation Models (WFM)
LLMs are mature enough to provide convincing answers to queries, enabling a leap to the next level: a meaningfully useful way to help humans in their day-to-day life. I see AI has a huge potential in offering physical help to humans who are in need. Apart from the regular digital interactions that are offered today … Continue reading Physical AI – The Power of World Foundation Models (WFM)
Tavily – Introduction to Agentic search tool
An agentic search tool is like the eyes and ears of the Agentic AI. This helps in obtaining real-time data from the web when the LLMs lack the necessary information. LLMs, in most cases, have a knowledge cut off date and lack access to real time information. Agentic searching tools help solve the gap here. … Continue reading Tavily – Introduction to Agentic search tool
Passkeys (Passwordless) implementation using AWS Cognito
The digital identity used to securely access data or applications is constantly challenged by threat actors. They aim to steal information and cause harm to individuals' lives and businesses. We see solutions getting improved to securely access applications. It is important to enhance the security and also simplify the user experience. FIDO was founded to … Continue reading Passkeys (Passwordless) implementation using AWS Cognito
AI advancements for modern streaming apps
What can modern streaming apps do using AI? 1. Scene Localization (Cultural Adaptation Beyond Language)The first thing I would like to see is the localization of scenes. For example, let's say there is an act happening and there is a scene behind it. If it is written in Spanish, Tamil, Hindi, or any other language, … Continue reading AI advancements for modern streaming apps
AI-as-a-Service from AWS
AI has taken the tech community by storm. Developers who get less opportunity to utilize AI as part of their day-to-day job responsibilities are figuring out ways to keep themselves up to date on AI. I am sure most of us might have been exposed to some AI in our day-to-day lives in the form … Continue reading AI-as-a-Service from AWS
AI Transformation Foundation – Choosing the right AI model
The tech industry in 2025 has so far focused primarily on AI and AI transformation. We are all aware of how digital transformation was crucial to business a decade ago. Digital transformation paved the way for businesses to go digital and reach customers in the fastest way possible. Towards the end of the digital transformation … Continue reading AI Transformation Foundation – Choosing the right AI model
The Automated Home Kitchen: The Future of Homegrown Cooking Ingredients
Most of us might already be familiar with the MCP (Model Context Protocol) and A2A (Agent-to-Agent) protocols presented by Anthropic and Google to standardize how agents communicate and work together to solve problems. Since many have focused on discussing the protocols themselves, exploring how they can complement each other to solve complex problems, I wanted … Continue reading The Automated Home Kitchen: The Future of Homegrown Cooking Ingredients
Decoding Roz, The Wild Robot, Through the Lens of AI
We all watched the movie "The Wild Robot," and as you think you understand it, your kid asks what it's really about. One such conversation happened at my home. But this time, rather than explaining it in a kid's way, I tried explaining it to my son with the concepts I know. And if a … Continue reading Decoding Roz, The Wild Robot, Through the Lens of AI
Verifiable Credentials: A Deep Dive for the Agentic AI Era
Imagine a future where AI agents seamlessly handle tasks and transactions on our behalf. But how do we make sure these autonomous systems are acting responsibly and with proper authorization? Establishing trust and accountability in AI-driven interactions is a monumental challenge. We will look into how Verifiable Credentials are offering a crucial part of the … Continue reading Verifiable Credentials: A Deep Dive for the Agentic AI Era
Shankar's Blog 