Part of Build with Claude Using Code and Guides
Engineering Blueprint
Safety checkedSummarize Documents and Synthesize Information
Techniques for effective text summarization using multi-shot, domain-based, and chunking approaches.
What problem does this solve?
Teaches summarization methods that handle long-form content, multiple documents, and domain-specific language. The guide covers multi-shot summarization, domain-specific chunking strategies, and evaluation approaches that balance metrics and subjective quality.
How does it work?
- Choose a summarization approach (direct, multi-shot, or chunked). 2. Prepare your source documents (single or multiple). 3. Run summarization with Claude and evaluate results. 4. Iterate on length constraints and style preferences. You get sample documents, evaluation frameworks, and code for all strategies.
Included Skills
No skills in this group
What's required to run this?
Sample data includes real lease agreements for evaluation. Promptfoo configuration included for testing different prompts.
Key Features
Multi-shot summarization
Use examples to teach Claude your preferred summary style and depth
Chunking strategies
Handle long documents by summarizing chunks and synthesizing into a final summary
Domain-specific evaluation
Measure summary quality with metrics tailored to your content type
About This Blueprint
- Industry
- Technology
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