Prompt Compression

Cut prompt tokens 50-90% without losing accuracy. Learn LLMLingua, summarization, schema compression, and token-aware prompt engineering for cost reduction.

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6

Lessons

💻

Code Examples

✅

Production-Ready

100%

Free

Lessons in This Skill

Work through these 6 lessons in order, or jump to whichever topic you need most.

Why Compress Prompts

Beginner

LLMLingua and Selective Compression

Advanced

Compressing Schemas and Examples

Intermediate

Summarize-Then-Answer Patterns

Intermediate

Quality vs Token Tradeoffs

Intermediate

Measuring Cost Savings

Beginner