How to debug and optimize large language model prompt sequences?

Debug and optimize large language model prompt sequences using Rivet

This task can be performed using Rivet

Teams struggle to effectively build, debug and collaborate on complex AI agents and LLM prompt chains programmatically.

Best product for this task

Rivet

Rivet

tech

Provides a visual programming environment to design, debug, and deploy LLM prompt graphs with team collaboration features.

What to expect from an ideal product

  1. Use visual flowcharts to map out complex prompt sequences and spot bottlenecks at a glance
  2. Track and analyze the performance of each prompt node to fine-tune your sequence
  3. Share prompt graphs with team members and get real-time feedback on improvements
  4. Test different versions of your prompts side by side to find the most effective combinations
  5. Monitor the execution time and token usage of each step to cut costs and boost efficiency

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