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June 2025

Building GenAI Apps #5: Build a RAG Application with MongoDB Atlas Vector Search, LangChain, and OpenAI
Say you are planning a trip and ask an LLM chatbot, "How do I get from New York to London?" It cheerfully replies, "Hop on a giant turtle—it’s a scenic…
 • 
Samuel Theophilus
Building GenAI Apps #4: Create Your First Real-Time AI Voice Agent with LiveKit, OpenAI, and ElevenLabs
It’s 2 AM, and a customer dials your support line with a pressing question about your product.
 • 
Samuel Theophilus
2
Automating AI Deployment for Self-Hosted Projects with Coolify.io for Free (PART 1)
Take your AI projects to the next level with CI/CD pipelines and self-hosting tools like Coolify.
 • 
Samuel Theophilus
Building GenAI Apps #3: How to Create AI Apps That Outsmart Prompt Injection Attacks by Design
Prompt Injection Attacks Explained: The #1 GenAI Security Risk—and How to Defend Against It
 • 
Samuel Theophilus

May 2025

Building GenAI Apps #2: Create an AI Math Tutor Chatbot with FastAPI, Jinja2 & KaTeX (Native HTML + CSS)
AI developers, here’s a secret: you don’t need to abandon your Python dev-stack to build production-ready MVP applications.
 • 
Samuel Theophilus
Building GenAI Apps #1: Unlock OCR and Table Data from Images, PDFs, and Webpages with Tesseract, Pandas and Unstructured
No More Manual Data Entry: Extract Text & Tables Like a Pro with Python
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Samuel Theophilus
4
Understanding Automation: 6 Essential Concepts for Optimizing Business and Software Processes
These days, the concept of automation evokes fear—especially when associated with AI.
 • 
Samuel Theophilus
Streamlit: Step-by-Step Guide to Build an Interactive Dashboard with Streaming Data (Spotify & Apple Music)
With Streamlit, you no longer have to struggle navigating web apps’ front-end framework jungle or wrestle with HTML, CSS, and JavaScript to showcase…
 • 
Samuel Theophilus
The Great AI Debate: Are We Pioneering Progress or Just Playing with Fire?
Uncensored Perspectives on AI’s Potential, Risks, and the Road Ahead
 • 
Samuel Theophilus
2
From Zero to AI Hero: Build Your Career Without a Degree
In this episode of Smart AI, Smarter Business, Samuel Nnitiwe Theophilus shares his self-taught journey from curious student to AI engineer, revealing…
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Samuel Theophilus
2

April 2025

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