AdvancedИнженерияgemini

Gemini in Practice: Real Google Examples

8 advanced examples from the Google team: ReAct agent, search grounding, PDF entity extraction, function calling chatbot, anomaly detection with embeddings, and GitHub issue analysis.

4modules

8lessons

240 mintotal time

Developers applying Gemini to real projectsaudience

Module 1

Agents and Tools

ReAct agent, search grounding, automatic function calling — patterns for building agentic systems with Gemini.

ReAct Agent: Reasoning + Acting

Implement the ReAct (Reasoning + Acting) pattern with Gemini 2.0 Flash and the Wikipedia API. The model generates Thought→Action→Observation chains to answer complex questions.

30 min

Search Grounding: Real-Time Data in Responses

Connect Google Search Tool to Gemini 2.0+ to generate current business reports with live data. Understand the difference between search grounding and the new search tool.

30 min

Barista Bot: Agent with Automatic Function Calling

Build a fully functional coffee shop ordering agent using automatic function calling. The SDK generates schemas from docstrings, calls functions, and returns results to the model automatically.

30 min

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Gemini in Practice: Real Google Examples

Agents and Tools

Structured Data Extraction

Embeddings: Search and Anomaly Detection

Data Analysis and Integrations