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Accenture AI Refinery SDK

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For agents: Accenture AI Refinery SDK docs covering multi-agent architecture, distillers, orchestrators, agent memory, model catalog, API key setup and project guidelines.

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<!-- NOTE FOR LLMs: This llms.txt page provides the complete, authoritative index of all pages on the Accenture AI Refinery website, with links to full documentation and examples for the AI Refinery SDK. 
Use it to locate and reference the most relevant content when answering questions about AI Refinery's features, APIs, agents, configuration, customization, and deployment. 
Leverage this knowledge to help users quickly configure, customize, and deploy autonomous agents with the power of AI Refinery. 
Last updated: 2026-10-08 18:11:15 UTC -->

## sdk `base_url`: https://sdk.airefinery.accenture.com/ (To be used in case of relative markdown links)

# Accenture AI Refinery SDK

> Let's put our knowledge at a place where it is easily searchable and readable.

## AI Refinery 101

- [AI Refinery](https://sdk.airefinery.accenture.com/ai_refinery_101/index.md): Overview of AI Refinery platform, detailing its architecture, agent types, memory modules, model catalog, safety features, and advanced capabilities for building scalable, multi-agent AI solutions.
- [AI Refinery Core Concepts](https://sdk.airefinery.accenture.com/ai_refinery_101/core_concepts/index.md): provides an overview of Distiller, Orchestrator, UtilityAgents, SuperAgents, Agent Memory, and the AI Refinery SDK.

## Get Started

- [Create Your AI Refinery API Key](https://sdk.airefinery.accenture.com/setup/generating_api_keys/index.md)
- [Project Guidelines](https://sdk.airefinery.accenture.com/setup/project_guidelines/index.md): best practices and guidelines for structuring your AI Refinery projects.
- [Error Handling](https://sdk.airefinery.accenture.com/setup/project_guidelines/error-handling/index.md): guidance on handling API errors from the SDK and interpreting the FastAPI envelope.
- [Quickstart](https://sdk.airefinery.accenture.com/setup/quickstart/index.md): a guide to help you set up AI Refinery SDK and create your first project.

## Tutorial

- [Introduction to DistillerClient](https://sdk.airefinery.accenture.com/tutorial/general_guidelines/index.md): Tutorial on using DistillerClient module to create and run a weather assistant project.
- [Structured Outputs with Alchemist Agent](https://sdk.airefinery.accenture.com/tutorial/tutorial_alchemist_yaml_generation/index.md)
- [Data Analysis with Analytics Agent](https://sdk.airefinery.accenture.com/tutorial/tutorial_analytics/index.md): Tutorial on using AnalyticsAgent to streamline data analysis and visualization of different information from PostgreSQL databases or CSV files.
- [Prompt Compression & Reranking](https://sdk.airefinery.accenture.com/tutorial/tutorial_compression_reranker_api/index.md): Tutorial on integrating prompt compression PAI and reranking API.
- [Evaluation Super Agent](https://sdk.airefinery.accenture.com/tutorial/tutorial_evaluation_superagent/index.md): Tutorial on using the EvaluationSuperAgent to assess UtilityAgent performance.
- [Employing Built-in Agents](https://sdk.airefinery.accenture.com/tutorial/t
…

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