Knowledge & ResearchGemini 2.5 Flash

Knowledge Base QA Using Gemini 2.5 Flash

Optimized prompts and cost breakdowns for running knowledge base qa with Gemini 2.5 Flash.

About Gemini 2.5 Flash

Provider: google
Context Window: 1000K tokens
Input Cost: $0.1 / 1M tokens
Output Cost: $0.4 / 1M tokens

Best For

SpeedCost efficiencyHigh volumeMultimodal

Optimized Prompts for Gemini 2.5 Flash

These prompts are tailored to work best with Gemini 2.5 Flash'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 Gemini 2.5 Flash

input tokens: ~565 tokens
output tokens: ~803 tokens
cost per request: $0.0034
monthly 1000 requests: $2.30

Rate Limiting Considerations

Monitor 429 errors in Administrate Check provider rate limits for Gemini 2.5 Flash

Monitoring with Administrate

Track latency and token usage for Gemini 2.5 Flash in Administrate dashboard