Month: November 2024

RAG Cheatsheet

November 26, 2024 by Priyanka Vergadia

Ever wondered why sometimes you get misleading answers from generic LLMs? It's like trying to get directions from a confused stranger, right? This can happen for many reasons, some of them are that the LLM is trained on data that is out of date, it cannot do the math or the calculations or it is just hallucinated. That is where RAG comes in.

What is Agentic RAG? Simplest explanation

November 25, 2024 by Priyanka Vergadia

Traditional RAG systems, while foundational, often operate like a basic librarian - they fetch relevant documents and generate responses based on them. Agentic RAG, on the other hand, operates more like a research team with specialized experts. Let's dive deep into when and why you'd choose one over the other.

Top 11 AI Coding Assistants in 2024

November 14, 2024 by Priyanka Vergadia

As a software developer in 2024, you've probably noticed that AI has fundamentally transformed the way we write code. Gone are the days of endlessly googling syntax or scrolling through Stack Overflow for basic implementations. AI coding assistants have emerged as indispensable tools in a developer's arsenal, promising to boost productivity and streamline the coding process.But with so many options flooding the market, choosing the right AI coding assistant can feel overwhelming. Should you go with the popular GitHub Copilot, or explore newer alternatives? Is the free tier sufficient for your needs, or should you invest in a premium solution?This blog is my attempt to explore the current landscape of AI coding assistants, helping you make an informed decision based on your specific needs and circumstances. I will say there are many more AI coding assistants out there, I am only covering a few more well known ones here.

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