Document ProcessingJina Embeddings v3

Document Summarizer Using Jina Embeddings v3

Optimized prompts and cost breakdowns for running document summarizer with Jina Embeddings v3.

About Jina Embeddings v3

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

Best For

MultilingualOpen source optionBudget-friendly

Optimized Prompts for Jina Embeddings v3

These prompts are tailored to work best with Jina Embeddings v3'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 Jina Embeddings v3

input tokens: ~1855 tokens
output tokens: ~426 tokens
cost per request: $0.0116
monthly 1000 requests: $11.00

Rate Limiting Considerations

Jina has rate limits of approximately 3928 RPM. Consider implementing request queuing for high-volume usage.

Monitoring with Administrate

Track Jina Embeddings v3 API latency and error rates. Set up alerts for rate limit warnings and cost thresholds.