Quick Start Guide

This guide helps developers and app builders onboard quickly, focusing on the essential workflows for Alpha and Beta releases. Users can either use the Graphical User Interface (GUI) to navigate through the AI Model Pipeline setup or use our API.

AI Pipeline Guidelines for Testers

Testers are responsible for designing, building, and deploying AI pipelines that align with the platform’s AI capabilities and dataset requirements. These pipelines must be scalable, production-ready, and optimized for DeFi analytics.

To ensure effectiveness, an AI pipeline should adhere to the following principles:

1. Focus on DeFi AI Workflows

• Address critical DeFi use cases such as yield rate queries, cross-chain cost estimation, risk assessment, and token pricing.

• Simulate real-world DeFi interactions, including liquidity provision, lending strategies, and governance activity.

2. Integrate Multi-Source Data

• Utilize both on-chain and off-chain data from the Data Marketplace and external APIs.

• Merge diverse DeFi datasets while ensuring data consistency, proper time-stamping, and validation.

3. Meet Production Standards

• Implement robust monitoring, error handling, and traceable data governance mechanisms.

• Support real-time or batch inference to enable efficient DeFi queries.

4. Optimize for Performance & Scalability

• Efficiently process large-scale transactions and real-time queries.

• Enhance performance through optimized API management, caching strategies, and data batching.

5. Ensure Clear Documentation & Reproducibility

• Provide structured deployment guides and configuration options to enable seamless replication.

• Design pipelines to support future modifications and scalability across multi-chain environments.

These guidelines ensure that AI pipelines contribute effectively to DeFi analytics, offering reliable insights while maintaining high performance and adaptability.

Signing into Sahara AI Studio

Signing into Sahara AI Studio is easy, here’s how…

Click the “Sign in” button in the top right corner of the map