Avi Chawla

2 months ago | blog.dailydoseofds.com | Avi Chawla

Being capped at 10-12k tokens, Cursor struggles to answer questions requiring full codebase context. And it’s extremely verbose. Augment Code is a powerful AI Assistant built for developers working with large, evolving codebases—needing an assistant that understands the full context of their projects.

Mar 7, 2025 | aiport.substack.com | Avi Chawla

As we near the end of 2024, it’s time to reflect on how the AI landscape has evolved over the last 12 months. Below, let’s look at the month-by-month highlights of 2024 in AI technology. OpenAI launches ChatGPT Store for custom AI agents: OpenAI introduced the ChatGPT Store, allowing users to create and share custom AI agents built on GPT-4.

Mar 7, 2025 | aiport.substack.com | Avi Chawla

Consider this:GPT-3.5-turbo had a context window of 4,096 tokens. Later, GPT-4 took that to 8,192 tokens. Claude 2 reached 100,000 tokens. Llama 3.1 → 128,000 tokens. Gemini → 1M+ tokens. We have been making great progress in extending the context window of LLMs.While this raises an obvious question about the relevance of Retrieval-Augmented Generation (RAG), researchers remain divided on whether long-context LLMs render RAG obsolete.

Mar 3, 2025 | techrepublic.com | Avi Chawla

By, Avi Chawla – highly passionate about approaching and explaining data science problems with intuition. Avi has been working in the field of data science and machine learning for over 6 years, both across academia and industry. Python development involves various stages and equally many tools to manage them:For dependencies, tools like pip, Conda, and Poetry help. For profiling, psutil and Scalene have been popular.

Sep 27, 2024 | hackernoon.com | Avi Chawla

What happens when you ask an AI model to depict different generations? We wanted to find out. With all the talk about generational stereotypes, we wanted to see if AI could give us a fresh perspective on how Baby Boomers, Gen X, Millennials, and Gen Z are perceived. So, we decided to put together an experiment.