Document ProcessingCohere Embed 4

Invoice Data Extractor Using Cohere Embed 4

Optimized prompts and cost breakdowns for running invoice data extractor with Cohere Embed 4.

About Cohere Embed 4

Provider: cohere
Context Window: 128K tokens
Input Cost: $0.12 / 1M tokens
Output Cost: N/A

Best For

MultimodalText + images1536 dimensions

Optimized Prompts for Cohere Embed 4

These prompts are tailored to work best with Cohere Embed 4's capabilities

extraction

Extract the following from this invoice:
- Vendor name and address
- Invoice number and date
- Due date
- Line items (description, quantity, unit price, total)
- Subtotal, tax, and total

Return as JSON.

{{invoice_text}}

Cost Breakdown

Estimated costs for running this workflow with Cohere Embed 4

input tokens: ~939 tokens
output tokens: ~410 tokens
cost per request: $0.0071
monthly 1000 requests: $8.00

Rate Limiting Considerations

Cohere has rate limits of approximately 4541 RPM. Consider implementing request queuing for high-volume usage.

Monitoring with Administrate

Track Cohere Embed 4 API latency and error rates. Set up alerts for rate limit warnings and cost thresholds.