AI Tools
Can GPT Find Hidden Patterns?
The article explores the ability of foundation models like GPT, Claude, and Gemini to detect hidden patterns in datasets, specifically housing prices, without additional training.
Development
AI Tools
Reveal GPT Hallucinations with a Single Prompt
This article discusses techniques to detect hallucinations in large language models by using prompting strategies that indicate confidence levels in provided information.
AI Tools
5 Insane Features on Hugging Face You Should Know
This article explores Hugging Face's features, including Gradio Spaces, the Playground, Auto Trainer, and AI-driven dataset querying, highlighting their powerful capabilities for AI development.
AI Tools
Tavily - The API-powered Alternative to Perplexity?
Discover Perplexity, an innovative AI alternative to Google, focusing on enhanced user control and experience in search. Enter Tavily, a powerful platform enabling AI-driven internet searches via a comprehensive API. From news summaries to in-depth research, Tavily streamlines information discove...
Development
Does Claude have a Serious Personality Problem?
The article discusses how Anthropic's Claude AI often second-guesses its own code outputs, leading to unnecessary modifications and questioning, impacting code quality and results.
Development
Manage Long-Running Processes with PM2
This article explains how to effectively manage a long-running Node.js price scraper with PM2, covering setup, monitoring, metrics, and deployment for continuous MongoDB updates.
AI Tools
Why Agents Fail
The article explores the evolution of AI agents, focusing on horizontal and vertical types, their potential to replace human labor, and the challenges they face today
AI Tools
The Rapid Rise of DeepSeek: How One Startup Is Reshaping the AI Landscape
Chinese AI startup DeepSeek shocked the tech world with its low-cost, high-performing AI model "R1," challenging industry giants and raising questions about AI spending, hardware, and global leadership.
Development
Building Semantic Search with MongoDB Atlas Vector Search
MongoDB Atlas now supports vector search, enabling semantic search applications. This post explores implementing neural search using MongoDB Atlas and OpenAI embeddings, focusing on a movie search app. Neural search understands query context via vector embeddings, allowing similarity-based matching.
Development
The new Role of Software Developers in the AI Era
This blog explores AI code assistants like Copilot and Cline, their capabilities in coding, testing, and documentation, and their limitations in complex projects. It emphasizes the evolving role of developers toward managing AI-driven systems.
AI Tools
From Synthetic Data Generation to Fine-Tuned LLM 2/2
"In this second part, we'll fine-tune the dataset we generated earlier. Process involves preparing data into ChatML format, then using either OpenAI's platform or OpenPipe to fine-tune and deploy the model. Includes steps for local deployment with Ollama."
AI Tools
From Synthetic Data Generation to Fine-Tuned LLM 1/2
Many blogs talk about fine-tuning models for specific use cases, cost savings, and increased privacy. Until recently, there were many challenges in fine-tuning your own models. Article shows how to use Argilla and OpenPipe to do it easily.