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AI Agents Architecture: Leveraging LLMs for Next-Generation Solutions
Artificial Intelligence (AI) is transforming industries, and at the heart of this revolution are intelligent agents. These agents are...
Jan 213 min read
How to Build an AI Agent Using a Large Language Model (LLM)
Artificial intelligence (AI) has taken the tech world by storm, and one of its most exciting advancements is the rise of large language...
Jan 203 min read
Using Knowledge Graphs in Large Language Models for AI Agents
In the ever-evolving field of artificial intelligence (AI), Large Language Models (LLMs) like GPT-4 and LLaMA have demonstrated...
Jan 204 min read
How to generate clean data for Large Language Models (LLMs)
Generating clean data for training Large Language Models (LLMs) is a critical step to ensure high-quality results. The data preparation...
Jan 203 min read
Basic Concepts of Foundation Models
The basic concepts of foundation models revolve around their general-purpose nature, ability to adapt to various tasks, and the...
Jan 203 min read
An Introduction to the architecture of Foundation Models
The architecture of Foundation Models builds upon the principles of deep learning, with significant enhancements to scale, versatility,...
Jan 203 min read
Differences between Large Language Models, Foundation Models and Multi-Modal models
The terms Large Language Models (LLMs) , Foundation Models , and Multi-Modal Models refer to different aspects of AI systems. LLMs,...
Jan 202 min read
LLaMA: A Game-Changer in Foundation Language Models
Meta AI introduced LLaMA (Large Language Model Meta AI) , a collection of state-of-the-art foundation models ranging from 7 billion to 65...
Jan 192 min read
Applications of AI Agents
AI agents have a wide range of applications across industries, leveraging artificial intelligence to perform tasks autonomously or assist...
Jan 193 min read
Basic concepts to know before building a Large Language Model
Building a large language model (LLM) involves understanding and implementing several key concepts across machine learning, natural...
Jan 193 min read
Differences between Llama and GPT
The differences between LLaMA (Large Language Model Meta AI) and GPT (Generative Pre-trained Transformer, specifically OpenAI's models...
Jan 192 min read
Run Llama 3.2 on Ollama in MacOS
Llama 3.2 Here are the steps to run Llama 3.2 on Ollama in MacOS: Firstly, install Ollama from this post: https://www.metriccoders.com/po...
Jan 191 min read
What Are Small Language Models? A Comprehensive Guide
In the world of artificial intelligence (AI) and natural language processing (NLP), large language models (LLMs) like OpenAI’s GPT-4 and...
Jan 114 min read
A Guide to PDF Extraction Libraries in Python
Extracting data from PDFs is a common requirement in many domains, from business analytics to academic research. Python, with its...
Jan 113 min read
What is a Vector Database? An Introduction with Examples
As the field of artificial intelligence (AI) and machine learning (ML) advances, the need to efficiently manage and retrieve unstructured...
Jan 114 min read
What is Langfuse? An Introductory Guide
As the field of artificial intelligence (AI) grows, new tools and platforms are emerging to streamline and enhance the development of...
Jan 114 min read
What is a Transformer Model? An Introduction to its Architecture
Artificial intelligence has made remarkable strides in recent years, and one of the key innovations driving this progress is the...
Jan 114 min read
What is Grok? An Introduction
Artificial intelligence is transforming industries by introducing innovative tools that enhance productivity, decision-making, and user...
Jan 114 min read
What is Claude? An Introduction to the Next-Generation AI Model
Artificial Intelligence (AI) continues to revolutionize industries, with new models and technologies pushing the boundaries of what...
Jan 114 min read
What is a Large Language Model (LLM)? An Introduction to Large Language Models
The field of artificial intelligence (AI) has seen remarkable advancements, and at the heart of these breakthroughs are Large Language...
Jan 114 min read
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