Developing a Stateless Agent in Python

Overview

Turn scripts into reusable components by embracing stateless design. With Factors 2, 5, 10, and 12, you’ll externalize prompts, unify execution and business state, and build a reducer-style agent that takes state in and returns state out.

Syllabus

• Unit 1: Designing a Stateless Reducer Agent
Building the Agent Class Foundation
Loading Tool Schemas from External Files
Implementing the Model Communication Method
Processing Model Responses and Completion Signals
Executing Tools with Error Handling
Orchestrating the Complete Reducer Loop
• Unit 2: Taking Ownership of Prompts
Externalizing Prompts as Versioned Files
Creating a Versioned Context Template
Building the Execution History Serializer
Integrating the Context Serializer into Agent
• Unit 3: Unifying Execution and Business States
Building a Unified State Model
Refactoring the Agent Around State
Deferring Tool Execution Between Steps
Pause and Resume Through Serialization

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Subjects

Artificial Intelligence