Document Processingtext-embedding-3-small

Document Summarizer Using text-embedding-3-small

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

About text-embedding-3-small

Provider: openai
Context Window: 8K tokens
Input Cost: $0.02 / 1M tokens
Output Cost: N/A

Best For

Budget RAGHigh volume1536 dimensions

Optimized Prompts for text-embedding-3-small

These prompts are tailored to work best with text-embedding-3-small'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-small

input tokens: ~889 tokens
output tokens: ~258 tokens
cost per request: $0.0092
monthly 1000 requests: $20.00

Rate Limiting Considerations

Openai has rate limits of approximately 6286 RPM. Consider implementing request queuing for high-volume usage.

Monitoring with Administrate

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