Advanced Google ADK Tutorial: Build Multi-Agent AI Workflows with LiteLLM

Dive into advanced AI development with the Google Agent Development Kit (ADK) in this Python tutorial, the second in our series. Build a sophisticated multi-agent Weather Bot team and master API key setup for multiple LLM providers using LiteLLM (Gemini, GPT, Claude, Grok, Deepseek). What You'll Learn: Recap of the ADK Quickstart for building a single agent. Structure and capabilities of the Progressive Weather Bot multi-agent system (specialized sub-agents, delegation, memory, guardrails). Using LiteLLM for seamless multi-model support across providers like OpenAI, xAI, Anthropic, Google AI Studio, and Deepseek. Step-by-step guide to setting up API keys and billing for various LLM providers. BONUS: Explore a real-world multi-agent project to refine YouTube video metadata with a Greeter - Criticism - Refinement - Voting - Aggregation workflow, visualized via ADK Dev UI. Prerequisites: Strong Python skills. Familiarity with LLMs, APIs, and agent concepts. Completion of the ADK Quickstart tutorial (link below). Useful Links: Official Google ADK Documentation : https://google.github.io/adk-docs/tutorials/agent-team/ Chatbot Arena: https://lmarena.ai/ OpenAI: https://docs.litellm.ai/docs/providers/openai https://platform.openai.com/docs/pricing https://platform.openai.com/ xAI: https://docs.litellm.ai/docs/providers/xai https://docs.x.ai/docs/models#models-and-pricing https://console.x.ai/ Anthropic: https://docs.litellm.ai/docs/providers/anthropic https://docs.anthropic.com/en/docs/about-claude/models/all-models https://console.anthropic.com Gemini: https://docs.litellm.ai/docs/providers/gemini https://aistudio.google.com/apikey https://ai.google.dev/gemini-api/docs/models https://ai.google.dev/gemini-api/docs/rate-limits DeepSeek https://docs.litellm.ai/docs/providers/deepseek https://api-docs.deepseek.com/quick_start/pricing/ https://platform.deepseek.com/top_up Timestamps: 00:00 Intro to Advanced Google ADK 00:38 Overview 02:41 Multi-Agent Tutorial 15:01