Knowledge & ResearchClaude Sonnet 4.5

Knowledge Base QA Using Claude Sonnet 4.5

Optimized prompts and cost breakdowns for running knowledge base qa with Claude Sonnet 4.5.

About Claude Sonnet 4.5

Provider: anthropic
Context Window: 200K tokens
Input Cost: $3.0 / 1M tokens
Output Cost: $15.0 / 1M tokens

Best For

Balanced performanceCode generationAnalysisLong context

Optimized Prompts for Claude Sonnet 4.5

These prompts are tailored to work best with Claude Sonnet 4.5's capabilities

answer

Answer this question based on the provided context. If the answer isn't in the context, say so.

Question: {{question}}

Context:
{{context}}

Provide:
1. Direct answer
2. Supporting details
3. Source citations

Cost Breakdown

Estimated costs for running this workflow with Claude Sonnet 4.5

input tokens: ~1481 tokens
output tokens: ~483 tokens
cost per request: $0.0147
monthly 1000 requests: $29.92

Rate Limiting Considerations

Consider batching requests during peak hours Check provider rate limits for Claude Sonnet 4.5

Monitoring with Administrate

Track latency and token usage for Claude Sonnet 4.5 in Administrate dashboard