Artificial Intelligence (AI)
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DataSync AI (RAG – Based Document Intelligence System)
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Introduction: As part of my Generative AI Internship at Valentius Kryptix, I had the opportunity to explore Retrieval-Augmented Generation (RAG) and build a practical document intelligence application called DataSync…
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LLM API Integration: building a chatbot that actually remembers
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A write-up of the multi-turn chatbot I built for my internship — real conversation memory, two different context-window strategies, and error handling that doesn’t fall over the first time…
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Building a Retrieval-Augmented Generation (RAG) System with Gemini and ChromaDB
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Introduction Large Language Models (LLMs) can generate impressive responses, but they do not automatically have access to every piece of information a user may want to ask about. When…
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Building a Powerful AI Chatbot with an LLM API
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For my latest task at Valentius Kryptix, I had to build something I hadn’t really built before a chatbot that uses a real LLM API and actually remembers the…
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Supervised Learning: Comparing 5 Machine Learning Algorithms on a Real Dataset
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A practical comparison of five supervised learning algorithms—Logistic Regression, Decision Tree, KNN, SVM, and Naive Bayes—trained on the same real-world dataset and evaluated using consistent preprocessing and classification metrics.
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Double Billboard Leads & ROI: AI Dynamic Pricing – Dominate Now
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Valentius Kryptix – Dynamic Banner Pricing System
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FAISS: The Ultimate Guide to AI-Powered Similarity Search & Vector Databases
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Valentius Kryptix – FAISS: The Ultimate Guide to AI-Powered Similarity Search & Vector Databases
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Transforming AI Document Search: Why Text Splitting is the Game-Changer
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Valentius Kryptix Transforming AI Document Search: Why Text Splitting is the Game-Changer In the rapidly evolving world of AI and natural language processing (NLP), the ability to efficiently process…
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Revolutionizing Document Analysis: How AI-Powered PDF Query Tools Are Changing the Game
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Valentius Kryptix – Revolutionizing Document Analysis: How AI-Powered PDF Query Tools Are Changing the Game The ability to interact with and extract information from documents has long been a…