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Document Processing

Document Summarizer

Automatically summarize long documents into concise bullet points or executive summaries. Perfect for contracts, reports, and research papers.

Workflow Structure
How this template processes data
  1. 1Input: Document (PDF, Word, or text)
  2. 2Extract text content and clean formatting
  3. 3Send to LLM with summarization prompt
  4. 4Return structured summary with key points
Prompt Examples
Copy-paste ready prompts for this workflow

basic

Summarize the following document in 3-5 bullet points, focusing on the key takeaways:

{{document_text}}

detailed

Create a comprehensive summary of the following document. Include:
- Executive summary (2-3 sentences)
- Key points (5-7 bullets)
- Action items (if any)
- Important dates or deadlines

{{document_text}}
LLM Recommendations
Best for Quality
Claude Sonnet 4.5
Best for Speed
GPT-4o mini
Best for Cost
Gemini 2.5 Flash
Cost Estimate
per page
$0.01-0.05 depending on LLM
monthly 1000 docs
$10-50
Common Error Patterns
Issues to watch for and handle
  • Token limit exceeded for long documents
  • Rate limiting (429)
  • Context window overflow
Monitoring with Administrate
  • Track summarization latency
  • Monitor token usage per document
  • Alert on consistent failures
Use Cases
  • Contract review
  • Research paper digests
  • Meeting notes compilation
  • Legal document analysis