Study guide — Professional Agentic Architect

Configuring agentic workflows and behavior using low-code tools

• Configuring state-based workflows (pages, transition routes, and event handlers) using Gemini Enterprise tools (e.g., Gemini Enterprise Agent Designer and Customer Experience Agent Studio [CX Agent Studio])
  Ver resumen

  In Dialogflow CX flows each page is a state: routes (intent or condition) and event handlers decide responses and transitions according to their scope and evaluation order. CX Agent Studio reuses those flows as flow-based agents with explicit input and output variables, and Workflow Builder (formerly Agent Designer) chains triggers, steps, conditions and human approvals.

  State handlers | Dialogflow CX ↗Flow-based agents | CX Agent Studio ↗

• Creating system instructions and in-console prompt templates (e.g., few-shot and chain-of-thought) to guide agent behavior (e.g., Agent Designer and CX Agent Studio)
  Ver resumen

  System instructions set role, goals, constraints and format, but they do not fully prevent leaks. CX Agent Studio restructures instructions into XML and supports global instructions, modular components and few-shot examples with tool_code and tool_outputs. Examples should be used sparingly with consistent formatting, and in chain-of-thought the reasoning comes before the final answer.

  Instructions | CX Agent Studio ↗Overview of prompting strategies | Gemini Enterprise Agent Platform ↗

Connecting enterprise data to Gemini Enterprise

• Configuring agents to securely connect and query enterprise proprietary data sources (e.g., Gemini Enterprise and Agent Search)
  Ver resumen

  Gemini Enterprise connects data through data stores: federation queries in place with the user's credentials and keeps their permissions, while ingestion indexes data for better search but does not carry over BigQuery or Cloud SQL permissions. Access control needs an identity provider and ACLs, and organization policy constraints, VPC Service Controls and Agent Gateway govern which sources and MCP servers can be connected.

  Introduction to connectors and data stores | Gemini Enterprise ↗Connect to BigQuery | Gemini Enterprise ↗

• Ingesting and processing unstructured multimodal data (e.g., videos, audio, and images) into the agentic workflow
  Ver resumen

  For documents with images, Gemini Enterprise offers the OCR parser (cheaper, PDF only) and the layout parser, which requires chunking and can annotate images and tables. Gemini models on Agent Platform process video and audio from Cloud Storage, with clipping, adjustable fps and timestamps; bucket permissions are not imported.

  Parse and chunk documents ↗Video understanding ↗