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.
Module 2
Structured Data Extraction
Entity extraction from text and PDF documents using Pydantic schemas and structured output.
Module 3
Embeddings: Search and Anomaly Detection
Practical applications of embeddings: detecting anomalies in data and re-ranking search results by semantic similarity.
Module 4
Data Analysis and Integrations
Analyzing GitHub issues via function calling and PyGithub, automating tasks that interact with external APIs.