Prompts Overview

Prompts are the foundation of how your AI interacts with inputs to generate outputs. In Datograde, the Prompts functionality helps you:

• View and manage all the prompts your team uses.
• Track performance metrics such as execution frequency, cost, and latency.
• Version control your prompts for iterative improvements.
• Collaborate with your team through comments and activity logs.
• Test and refine prompts using real-world examples or synthetic data.

By using the Prompts feature effectively, you can ensure your AI system is optimized for accuracy, efficiency, and cost-effectiveness.

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Key Features

1. Centralized Prompt Management: View, edit, and organize your prompts in one place.
2. Performance Insights: Analyze how well your prompts are performing using metrics and trends.
3. Collaborative Editing: Work with your team to refine prompts with discussion threads and version control.
4. Testing Tools: Simulate prompt behavior using sample inputs and outputs.
5. Integration with Pipelines and Examples: Ensure your prompts align with pipeline outputs and example annotations.

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Use Cases for Prompts

• Optimizing Costs: Identify and refine prompts that consume excessive tokens.
• Improving Accuracy: Iteratively test prompts to align outputs with business goals.
• Debugging Errors: Use execution logs to pinpoint why a prompt produces unexpected results.

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Next Steps

• How to View and Manage Prompts
• Creating and Editing Prompts
• Testing and Refining Prompts
• Analyzing Prompt Performance