RAG Developer Stack
The Retrieval-Augmented Generation (RAG) Developer Stack is a modern framework for building intelligent AI applications that blend the strengths of information retrieval and language generation. It combines the capabilities of…
List of 20 key AI agent terms with brief introduction
🔹 1. AI Agent An autonomous system that can perceive its environment, reason, take actions, and learn to achieve specific goals. 🔹 2. Intelligent Agent A type of AI agent…
Sequential Feature Analysis in AI
Sequential Feature Analysis (SFA) is a technique in AI and machine learning that involves analyzing features of data in a sequential order. Unlike static analysis, SFA accounts for the order…
ChatGPT and Google – Study
ChatGPT and Google cater to different needs for beginners embarking on their study journey: – Best Tool for Quick Facts or News: – Google: Ideal for quick facts and news…
A cost breakdown to develop key frontier LLM models
After I post my last article “𝗗𝗼 𝘆𝗼𝘂 𝗸𝗻𝗼𝘄 𝗵𝗼𝘄 𝗺𝘂𝗰𝗵 𝗶𝘁 𝗰𝗼𝘀𝘁𝘀 𝘁𝗼 𝘁𝗿𝗮𝗶𝗻 𝗟𝗮𝗿𝗴𝗲 𝗟𝗮𝗻𝗴𝘂𝗮𝗴𝗲 𝗠𝗼𝗱𝗲𝗹𝘀 (𝗟𝗟𝗠𝘀)?”, I got lot of replies & queries that “why & where…
What is an AI Agent
An AI agent is a system that perceives its environment, processes information, and takes actions to achieve specific goals. It can be software-based (e.g., chatbots, recommendation systems) or embodied in…
LLM & LCM – Strengths & Weaknesses
Feature LLMs (Large Language Models) LCMs (Large Concept Models) Strengths – Strong natural language generation. – Can answer open-ended questions. – Generalizes well with large-scale training. – Better conceptual understanding…
Differences between LLM & LCM Part3
Use Cases & Applications Domain LLMs LCMs Chatbots & Assistants Used for conversational AI, Q&A, summarization (e.g., ChatGPT, Bard). Used for conceptual reasoning, deeper understanding, and multimodal AI assistants. Scientific…
Differences between LLM & LCM Part2
Architecture & Model Design (a) Large Language Models (LLMs) (b) Large Concept Models (LCMs)
Differences between LLM & LCM Part1
Both Large Language Models (LLMs) and Large Concept Models (LCMs) are advanced AI architectures, but they differ in purpose, structure, and application. Below is a detailed technical comparison Definition &…