Dhruv Mali

Introduction From a very long-time new AI tools like ChatGPT, cursor, Replit etc are lifting the hood and coming up with new vibe coding ideas and making their software more and more powerful, while google just raised the bar high and introduced us to AlphaEvolve. Versatility of LLMs is crazy they can generate code, brainstorm ideas and even debug or correct us sometimes, well AlphaEvolve is an evolutionary coding agent which not only does work of other coding agents but on top of that agent powered by l...

Introduction PDF parsing technically means extraction of data from particular file or document and presenting it in readable format. Why choosing correct pdf parser is important for RAG applications? Imagine you have a large collection of student report cards in PDF format, and you want to build a RAG system that can answer questions like: “What was Alice’s Math grade in the final report?” “Which students scored above 90% in Science?” “Show me the average grade for all students in English.” “List the su...

Introduction If you came here, I guess you already know about what RAG is but let me tell you my definition, So RAG is innovative approach of reading files in such a way they provide you with best similar results available in the document. Retrieval-Augmented Generation (RAG) is an AI framework that enhances the responses of large language models (LLMs) by integrating external knowledge sources. How does RAG work? For better understanding let's take an example of pdf, suppose you want to read a book or h...