Parallelizing Gemini Agentic Systems in Python

Overview

Scale Gemini-powered systems to handle high-throughput workloads through asynchronous programming. Master async function execution, concurrent API calls, and parallel tool processing.

Learn to support multiple specialized agents working simultaneously, enabling efficient multi-task processing and coordination without blocking on individual requests.

Syllabus

• Unit 1: Concurrent Agent Conversations
Observing Sequential Execution with Async Wrapper
Adding Async Syntax Without Async Operations
Enabling True Concurrency with asyncio.to_thread()
Running Your Async Agent with asyncio.run()
Orchestrating Concurrent Agent Conversations
• Unit 2: Parallel Tool Execution
Making Tool Execution Non-Blocking with Async
Experimenting with Parallel Tool Execution Using asyncio.create_task and asyncio.gather
Implement Parallel Tool Execution in Agent Workflow
Creating a Synchronous Wrapper for Async Agent Operations
• Unit 3: Agent Orchestration Patterns
Implementing Parallel Agent Orchestration with Async Delegation
Implementing Asynchronous Agent Tools for Parallel Orchestration
Intelligent Async and Sync Tool Execution

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Subjects

Artificial Intelligence