Knowledge & ResearchClaude Opus 4.5

Knowledge Base QA Using Claude Opus 4.5

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

About Claude Opus 4.5

Provider: anthropic
Context Window: 200K tokens
Input Cost: $5.0 / 1M tokens
Output Cost: $25.0 / 1M tokens

Best For

Flagship qualityComplex reasoningExtended thinkingResearch

Optimized Prompts for Claude Opus 4.5

These prompts are tailored to work best with Claude Opus 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 Opus 4.5

input tokens: ~1545 tokens
output tokens: ~642 tokens
cost per request: $0.0362
monthly 1000 requests: $34.96

Rate Limiting Considerations

Check provider rate limits for Claude Opus 4.5 Monitor 429 errors in Administrate

Monitoring with Administrate

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