Document Processingtext-embedding-3-large

Document Summarizer Using text-embedding-3-large

Optimized prompts and cost breakdowns for running document summarizer with text-embedding-3-large.

About text-embedding-3-large

Provider: openai
Context Window: 8K tokens
Input Cost: $0.13 / 1M tokens
Output Cost: N/A

Best For

High-quality RAG3072 dimensionsAccuracy-critical

Optimized Prompts for text-embedding-3-large

These prompts are tailored to work best with text-embedding-3-large's capabilities

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}}

Cost Breakdown

Estimated costs for running this workflow with text-embedding-3-large

input tokens: ~1754 tokens
output tokens: ~223 tokens
cost per request: $0.0049
monthly 1000 requests: $41.00

Rate Limiting Considerations

Openai has rate limits of approximately 5972 RPM. Consider implementing request queuing for high-volume usage.

Monitoring with Administrate

Track text-embedding-3-large API latency and error rates. Set up alerts for rate limit warnings and cost thresholds.