🏷️ LLM
23 posts tagged with “LLM”
🛠️ Working with Tool Calls in Google Agent Development Kit (ADK)
The LLM behind an agent only knows what it was trained on. This post teaches a Google ADK agent to call a real tool — a live Yahoo Finance lookup — so it can answer questions it could never answer ...
🤖 Creating Your First Agent with Google Agent Development Kit (ADK)
A hands-on walkthrough of Google's Agent Development Kit (ADK) — from grabbing a free Google AI Studio API key to scaffolding, running, and chatting with your first agent from both the CLI and the ...
🤖📈 Building an AI Trading System with Claude Code — A Weekend Experiment That Taught Me a Lot
A personal story about what's possible when curiosity meets today's AI tools — building **TradeAIQ**, an experimental AI trading system, on weekends with Claude Code, free market data, and open-sou...
🤖⚡Stop Coding Alone: Agentic Tools Every Developer Needs Right Now
Agentic coding goes beyond autocomplete. These tools plan multi-step tasks, read your entire codebase, write and test code, interpret errors, and self-correct — all with minimal human input. The de...
🛠 Claude Skills - Hands-On: Build a Stock Analyzer Expert with Claude Skills
In general, a Claude agent can do many things — but if you want it to be truly expert in a specific domain, **Claude Skills** is the answer. Skills are more organized, easier to execute, and produc...
🤖 Claude Skills - Introduction & Overview 🚀
A **Skill** is an organized package of instructions, scripts, and resources that gives a Claude agent the ability to perform a specific task with expertise.
🤖 Working with LLMs Part 5 - Build an AI Assistant Using Tool Calling 🚀
Imagine asking an AI: What's the weather in Tokyo? The AI doesn't actually know the current weather—it needs to call an external function to fetch real-time data. This is where tool calling (also k...
🤖 Working with LLMs Part 4 - Tool Calls Unlock AI's True Power 🚀
Tool calls (also known as function calls) are a game-changing capability that allows LLMs to interact with external tools, APIs, and functions beyond their training data.
🤖 Working with LLMs Part 3 - Build a Real Chatbot Using LLMs
Ollama is a powerful tool that allows you to run large language models locally on your machine. It simplifies the process of deploying and managing LLMs without requiring cloud services or expensiv...
🤖 Working with LLMs Part 2 – Start Your LLM Journey with Ollama
Ollama is a lightweight, open-source tool that makes it incredibly easy to run large language models (LLMs) locally on your computer. Think of it as **Docker for AI models** - it simplifies the ent...
🤖 Working with LLMs Part 1 – Introduction to Language Models
Large Language Models (LLMs) are a type of artificial intelligence trained on massive amounts of text data to understand and generate human-like language. Think of them as extremely sophisticated p...
🧠 AI Fundamentals - A Human-Centered Introduction to Machine Intelligence
Artificial Intelligence (AI) is the ability of machines to perform tasks that typically require human intelligence—like understanding language, recognizing images, making decisions, or solving prob...
🚀 Master Claude Code: Build Intelligent Multi-Agent Workflows
A comprehensive guide to building specialized AI agent systems using Claude Code's sub-agent orchestration capabilities.
🤖 Claude Code Sub-agents: Complete Guide
Claude Code Sub-agents are specialized AI assistants that revolutionize how you work with AI. Instead of handling every task with a single Claude instance, you can create dedicated experts for spec...
🚀 AI Powered Coding Agents - Hands On Session
A practical workshop demonstrating how to leverage Claude Code and AI-powered coding agents for modern software development. Learn to install and configure Claude Code CLI and IntelliJ plugin, crea...
🚀 Building the Future with AI Code: Transform Ideas into Applications with Claude Code
AI Powered Coding Assistance represents a fundamental shift in software development, where artificial intelligence acts as an intelligent programming partner that understands human intent and trans...
🚀 Embedding Models: Powering Intelligent RAG Systems with Vector Generation
Embedding models are AI models used to generate arrays of embeddings called vectors for given input text. These models provide a more convenient way to generate embeddings or vectors compared to tr...
🚀 Complete Guide to Vectors and TF-IDF in RAG Systems
In previous blogs, we learned about RAG (Retrieval-Augmented Generation) and discovered that there are two core concepts as part of preparing a knowledge base as a vector store: **embeddings** and ...
🧠 Mastering RAG: Empowering AI Models with Our Custom Data
Most Large Language AI models, such as ChatGPT (Generative Pre-Trained Transformer), are pre-trained on vast datasets containing billions of examples. When users request specific information, these...
🚀 AI Blog Chat Agent - Intelligent Blog Content Assistant
💡 Transform Your Blog into an Interactive AI Experience. Build a powerful AI-powered chat agent that understands and responds with your blog content using local AI models. No subscriptions required!
🦙 Ollama: Local AI Model Platform
Ollama is an application platform that allows you to run AI models locally on your machine. This provides a convenient way for AI developers and enthusiasts to start exploring and building LLM appl...
🤖 Build Your Own Local AI Chatbot with Ollama & Streamlit
Blog will demonstrate how to build an AI chatbot using Ollama local models and Streamlit python library. This comprehensive tutorial walks you through creating a fully functional conversational AI ...
GitHub AI Models usage in Java
This simple Java code will demonstrate the usage of GitHub AI models through the Azure AI SDK, showcasing how to seamlessly integrate Microsoft's powerful AI infrastructure with GitHub's developmen...