Welcome to Plurals documentation!

There are essentially two parts to this documentation. The first is a set of tutorials, which includes a bunch of examples. And the second is the lower-level API documentation.

Contents

Tutorials

• Core Concepts
  • Agents
  • Structures
  • Moderators
  • Templates
• Quick Start Guide
  • Installation
  • Set API keys
  • Example combining ANES integration, Moderators, and different Structures
• Agents
  • Example combining ANES and templates
  • Process tasks
  • Different ways to set up system instructions
  • Using different LLMs
  • Inspecting the exact prompts that an Agent is doing
• Structures
  • Overview
  • Combination instructions
  • Ensemble
  • Chain
  • Debate
  • Graph
  • Tracing what is going on in Structures
• Moderators
  • Setting a Moderator’s system instructions
  • Setting a Moderator’s combination instructions
• Best-of-N Response Selection
  • Overview
  • Quick Start
  • Example 1: Return First Response (Learn the Mechanics)
  • Example 2: Return Longest Response
  • Example 3: [A real-world problem] Wikipedia NPOV with verifiable metrics
  • Example 4: LLM-as-Judge for Single Agents
  • Example 5: LLM-as-Judge in Debates
  • Common Pitfalls
• Interview-Based Personas
  • Overview
  • References
  • Quick Start
  • Questions We Ask Agents By Default
  • Example 1: The Seed Shapes the Whole Story
  • Example 2: Using ANES Personas as Seeds
  • Example 3: Custom Questions
  • Example 4: Auto-Interviewer — Task-Driven Questions
  • Example 5: Custom Interviewee Instructions
  • Example 6: Inspecting Results
  • Example 7: Full Workflow — Interview → Agent → Structure
  • Example 8: Interview Panel from ANES

API Documentation

• Agent Module
  • Agent
• Deliberation Module
  • AbstractStructure
  • Chain
  • Debate
  • Ensemble
  • Graph
  • Moderator
• Helpers Module
  • SmartString
  • format_previous_responses()
  • get_resource_path()
  • load_yaml()
  • print_anes_mapping()
  • strip_nested_dict()
• Interview Module
  • Interview

Indices

• Index

• Module Index