tony kipkemboi

i’m a founding senior developer advocate at crewai, where i help developers build effective ai agents. i'm a veteran of the us army, and have previously worked at bloomberg, booz allen hamilton, and snowflake. i’ve spoken at pyconus, odsc, harvard, and more. i'm passionate about open-source, startups, and tech education.

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rbac for ai agents

as ai agents become digital workers, organizations must rethink identity, access, and permissions for non-human actors. here’s why agent authentication and fine-grained rbac will define the next era of ai adoption.

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Research Paper to Podcast

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Automated system that transforms academic research papers into engaging podcast conversations using CrewAI and ElevenLabs.

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how to chat with your pdfs using local large language models [ollama rag]

how to chat with your pdfs using local large language models [ollama rag]

140K+ views

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.