Introduction to Building AI Agents with LangChain and Python
LangChain is a tool for more easily creating AI agents that can autonomously perform tasks. These agents can streamline operations, enhance user experiences, and handle…
Artificial Intelligence
Artificial intelligence (AI) is a broad concept that refers to systems that can mimic human intelligence, such as sensing, reasoning, acting, and adapting. Machine learning (ML) is a subset of AI that allows a machine to learn and improve from experience.
79 articles
How to Write AI Prompts That Output Valid JSON Data
When working with LLMs, an extremely valuable use case is generating structured data as the output response of the AI prompt. Whether you’re building an…
How to Use Build5Nines.SharpVector with Microsoft Agent Framework for Local RAG in C#
There is a moment every developer hits when building an AI agent: the demo works, the model responds, the tool calls fire, and everything feels…
Detecting AI Hallucinations using Semantic Entropy
Artificial Intelligence (AI) and the use of Large Language Models (LLMs) has transformed numerous fields, from healthcare to entertainment, by enabling machines to understand and…
How to Write AI Prompts That Output Valid CSV Data
When working with Large Language Models (LLMs), generating structured outputs like CSV (Comma-Separated Values) is invaluable for tasks such as data analysis, reporting, and integration…
Stop Wasting Hours Writing Unit Tests: Use GitHub Copilot to Explode Code Coverage Fast
Most development teams say they want better test coverage. Fewer teams say out loud why they do not have it: writing unit tests is slow,…
Design an Agentic AI Systems Enterprises Can Actually Trust?
There is a moment every developer eventually hits with AI automation. The demo works. The agent reads the ticket, checks the logs, writes a summary,…
Microsoft’s Vision for 2025 and Beyond: Copilot, Responsible AI, Security and Multicloud
The Microsoft Ignite 2024 conference kicks off next week and I’ve analyzed the full session list to gleam insights into the company’s strategic roadmap for…
Build a Generative AI App in C# with Phi-3 SLM and ONNX
The Microsoft Phi-3 SLM (small language model) is an AI model that you can run locally or in your applications hosted almost anywhere. I’ve been…
Load Web Content for Generative AI + RAG Solution as Trimmed Markdown
Generative AI has revolutionized how we interact with and generate text-based content, but its capabilities are significantly enhanced when paired with Retrieval-Augmented Generation (RAG). RAG…
OpenAI Acquires Rockset: A Strategic Move in AI and Data Processing
OpenAI’s recent acquisition of Rockset is a significant milestone in the AI and data management sectors. This acquisition is poised to bolster OpenAI’s capabilities in…
Unlock GitHub Copilot’s Full Potential: Why Every Repo Needs an AGENTS.md File
Supercharge Your AI Pair Programming Experience with Project-Specific Context and Control AI-assisted development has rapidly transformed how engineers write code, collaborate, and ship software. GitHub…
Powergentic Workflows: Turning AI Agents Into Repeatable Developer Workflows
Every developer who has used AI coding tools for more than five minutes has probably experienced the same pattern. The first few prompts feel magical.…
Semantic Search in .NET / C# with Build5Nines.SharpVector
As developers, we often find ourselves building smarter, more context-aware applications. Whether it’s powering a document search tool or implementing Retrieval-Augmented Generation (RAG), semantic search…
Microsoft Copilot Internal Architecture Explained
Microsoft Copilot is an advanced, Generative AI-powered assistant designed to enhance productivity by integrating with various Microsoft applications and services. It leverages large language models…
How to Build and Deploy an MCP Server with TypeScript and Azure Developer CLI (azd) using Azure Container Apps and Docker
Large language models (LLMs) are revolutionizing the way we build software. But as the scope of intelligent applications grows, so does the need for structured,…
Prompt Noise Is Killing Your AI Accuracy: How to Optimize Context for Grounded Output
The most common reason an AI system “hallucinates” in production isn’t that the model is dumb. It’s that we’re drowning it. In the last year,…
The Cheapest AI Request Is The Script You Only Had To Generate Once
There’s a funny pattern that shows up when developers start using AI tools heavily. At first, we ask the model to do everything directly. Find…
Introduction to Building AI Agents with Microsoft Semantic Kernel
Microsoft Semantic Kernel is an innovative, open-source SDK designed to seamlessly integrate Large Language Models (LLMs) with conventional programming languages like C#, Python, and Java.…
How Can Enterprises Prevent Agentic AI from Taking the Wrong Action?
There is a big difference between an AI assistant that summarizes a document and an AI agent that deletes a production resource because it “reasoned”…