@yashrajtarte

Methods to Supercharge Your Real-World RAG Systems—Part 1

Feb 8, 2025 · 11 min read · Introduction In theory, it's easy to roll out a RAG system—hook up a vector database, process documents, embed the data, embed the query, query the vector database, and prompt the LLM. But in reality, transforming a prototype into a high-performance...

GitSnap: A lightweight tool for creating Git repositories, committing, and pushing to GitHub.

Dec 17, 2024 · 19 min read · December 17th 2024 Summary : In this article, I share how I wrote 500 lines of Python code to create a simple Git client. It can set up a repository, add files, commit changes, and even push itself to GitHub. I’ll walk you through the process and ex...

Step-by-Step Guide: Creating a Multi-PDF RAG Chatbot with Langchain and Streamlit

Jul 12, 2024 · 4 min read · Are you tired of taking notes from digital study materials? Let’s boost your productivity. Forget about other AI tools; build a chatbot that talks to your notes, books, and documents. Interested? You should be! This blog post walks you through creat...

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How to Build an Image Classification App Using TensorFlow Lite and Flutter

Jun 30, 2024 · 13 min read · Machine learning and Artificial Intelligence elevate mobile app development to unprecedented heights. With machine learning, apps can detect speech, recognise images, and interpret body language. AI provides fresh and captivating methods to engage an...

How to Create a "Simple" Time Complexity Analyzer (Because Who Needs Sanity Anyway?)

Jun 15, 2024 · 6 min read · So, you've decided to dive into the world of code analysis. Good for you! Let's Take a stroll through the labyrinth(sometimes it is actually) of our java code, which claims to analyze the time complexity of a given snippet. Grab your coffee, and let'...