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Build a Talking AI Agent with Tool Calling in Python (Gemini Tutorial)

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Mar 7, 2026
19:46

In this video, we build a real AI Voice Agent using Google's Gemini model and Python. This AI agent can: • Speak responses using native audio output • Call tools/functions • Read files from your system • Stream audio responses in real time We use Gemini's Live API to create a fully interactive AI assistant that can execute tools and convert responses into speech. By the end of this tutorial, you will learn how to build a powerful AI agent that combines: - Function calling - Real-time streaming - Voice responses - Python automation Technologies used: • Python • Google Gemini API • Tool / Function Calling • Audio Streaming This is a great starting point if you want to build: • AI voice assistants • Autonomous AI agents • Developer productivity tools • AI automation systems Code walkthrough includes: • Setting up Gemini client • Creating tool definitions • Handling tool calls • Generating audio responses • Saving audio output Resources & Links: • Google AI Studio: https://aistudio.google.com/prompts/new_chat • Gemini Docs: https://ai.google.dev/gemini-api/docs If you want more tutorials on AI agents, LLMs, and building real AI systems — subscribe! #AI #Python #GeminiAI #AIAgents #MachineLearning

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Build a Talking AI Agent with Tool Calling in Python (Gemini Tutorial) | NatokHD