Tony Kipkemboi

AI Engineer & Content Creator

I build AI agents and automations that help teams work smarter. Previously at CrewAI, Snowflake, Bloomberg. US Army veteran. Speaker at PyCon US, ODSC, Harvard, and more.

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Latest Post

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May 1, 2025

Securing the AI Frontier

AI agents are amplifying the need for AI security. The global AI cybersecurity market is projected to reach $135 billion by 2030.

Featured Project

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Ollama PDF RAG

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A locally-hosted RAG (Retrieval-Augmented Generation) system that allows users to chat with their PDF documents using Ollama and LangChain. Features include document chunking, vector embeddings, and semantic search.

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Most Popular Video

How to Chat with Your PDFs Using Local Large Language Models [Ollama RAG]

190K+ views·8.19K subs

Learn how to build a powerful PDF chat system using Ollama and LangChain. This tutorial shows you how to create a Retrieval-Augmented Generation (RAG) system that runs completely on your local machine.