Build a Local AI Agent in 10 Minutes with Python
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Frank
- September 11, 2026
- AI agent
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In a world where AI technologies are becoming ever more prevalent, the allure of building your own AI agent from scratch, especially in a local environment, is quite compelling. Think about it—no reliance on cloud solutions, no need for API keys or subscriptions. With local models, the entire process runs directly on your own hardware, […]
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Building AI Agents with Pure Python: A Step-by-Step Guide for Beginners
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Frank
- September 1, 2026
- AI agent beginner course
- AI agent from scratch
- AI agent loop explained
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- AI Agents
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In the world of artificial intelligence, understanding the inner workings of AI agents is crucial. Many courses teach you how to use pre-built tools, but what about starting from the ground up? This beginner course walks you through creating an AI agent in pure Python, without reliance on frameworks, vibe coding, or third-party tools. Getting […]
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Linear Algebra Optimization with NumPy: A Dive into Matrices, Eigenvalues, SVD, and PCA
In the world of data science and machine learning, linear algebra is the unsung hero that forms the backbone of many algorithms and computations. Whether you are a novice stepping into the field of computational mathematics or an experienced practitioner keen on optimizing your workflow, understanding how to harness the power of linear algebra with […]
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How to Integrate Knowledge Graphs with Python and GraphRAG
In the fast-evolving world of artificial intelligence, the combination of retrieval-augmented generation with knowledge graphs, known as GraphRAG, is redefining how we interact with complex data structures. If you’ve ever wondered how AI can become more data-conscious and contextually aware, GraphRAG offers fascinating possibilities by leveraging the connectivity and relationships inherent in knowledge graphs. Let’s […]
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The Rise of TypeScript: Challenging Python in the AI Arena
Hello, AI enthusiasts and code aficionados! Gather ’round as we delve into a fascinating tale of programming languages vying for supremacy in the ever-expanding realm of artificial intelligence. Our story begins in a time not so long ago, when Python sat firmly as the undisputed king of AI development. However, the stage is set for […]
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How to Build Production-Ready AI Agents in Python: A Comprehensive Guide
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Frank
- June 24, 2026
- AgentSpan
- Agentspan tutorial
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- AI Agents
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- LLM agent Python
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In the ever-evolving world of artificial intelligence, building agents that can truly excel in production environments is a key challenge. Most tutorials available today demonstrate AI agents that crumble as soon as they are tested in real-world scenarios. This comprehensive guide, inspired by Tech With Tim’s full course on building production AI agents using Agentspan, […]
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Understanding Python’s Underlying Mental Model
On the surface, Python appears deceivingly simple. But beneath its syntax lies a distinct mental model that, once grasped, transforms your interaction with the language—shifting it from a perceived form of magic to a logic-driven, predictable system. Understanding this model is crucial not only for debugging but for proper code comprehension, as it reveals the […]
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How to Program SIM Cards with PySim for IoT Applications
Welcome to the fascinating realm of SIM card programming, where we bridge the gap between cellular technology and IoT devices. I’m Matt Brown, your guide on this journey, where we’ll explore how to read from and program SIM cards using PySim, particularly for our 4G LTE IoT test lab setups. As the core of authentication […]
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Building a Voice Agent with Python: Unpacking Trelis Voice Loop
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Frank
- April 14, 2026
- ASR
- audio mode
- back-channelling
- cascade models
- conversational agents
- echo cancellation
- Gemma 4
- interruption detection
- kokoro tts
- local voice agents
- MLX library
- modular voice architecture
- Moonshine Base
- PipeCat Smart Turn V3
- Python voice agent
- speech-to-text pipeline
- text-to-speech synthesis
- Trelis
- Trelis Research
- turn detection
- VAD
- voice activation detection
- Voice Agent
- Voice Loop
Imagine having a voice agent that runs locally on your Mac, created using just 500 lines of Python code. If this sounds intriguing, then let me introduce you to the Trelis Voice Loop, a project developed by Trelis Research. This post will take you through the intricacies of the Voice Loop, which serves as a […]
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The Physical AI Roadmap: From Microcontrollers to Autonomous Robots
Have you ever blinked an LED using a microcontroller? If so, you’ve not just tinkered with electronics; you’ve laid the foundation for venturing into the fascinating world of robotics. That first light blink is much like the first spark of a car’s ignition, setting you on a path toward something far more complex and exciting. […]
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