tony kipkemboi

i'm a developer advocate, software developer, and community builder. i work at a startup called crewai, where i teach developers how to build ai agents.

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getting started with ai agents using crewai

learn how to build your first ai agent using crewai, a framework for creating autonomous ai agents that can work together to accomplish complex tasks.

latest project

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Ollama PDF RAG

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.

PythonOllamaLangChainStreamlitFAISS

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how to get structured outputs with ollama [pydantic models]

how to get structured outputs with ollama [pydantic models]

in this video, we'll explore how ollama now supports structured outputs, making it possible to constrain a model's output to a specific format defined by a json schema.