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Pre-process Inputs to Remove Noise
Before sending documents to an LLM, strip HTML tags, remove boilerplate headers/footers, and deduplicate repeated content. Pre-processing can reduce input tokens by 30-50% for web-scraped or document-heavy workflows without losing meaningful content.
Track AI Spend Across Providers
Track your AI spend across providers — costs can escalate quickly with agentic workflows.
Weights & Biases (W&B)
A popular MLOps platform for tracking experiments, visualizing model performance, and managing machine learning workflows. Very useful for serious AI development and research.
Chain Prompts for Multi-Step Tasks
For complex tasks, chain multiple prompts together. The output of one LLM call becomes the input (or part of the input) for the next. This allows for sophisticated workflows.
Workflow Automation Design
Use LLMs to design automated workflows for business processes, including decision trees, approval chains, and exception handling.
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