Prompt
Gemini 3 Pro RAG QA Prompt
Answer questions from retrieved documents with source-grounded claims. Optimized for Gemini 3 Pro.
AI 摘要 / Direct Answer
Updated 2026-05-20
Gemini 3 Pro RAG QA Prompt 提供适用于 RAG 问答 的 Gemini 3 Pro prompt 模板，包含可复用变体和生产注意事项。English summary: this page provides Gemini 3 Pro prompt templates for RAG 问答.
- Model: Gemini 3 Pro
- Use case: RAG 问答
- Prompt variants: 2
结构化事实表 / Source Facts
| Field | Value | Note |
|---|---|---|
| Model | Gemini 3 Pro | Catalog data |
| Prompt template | RAG QA Prompt | Catalog data |
| Use case | RAG 问答 | Catalog data |
| Intent | Answer questions from retrieved documents with source-grounded claims. | Catalog data |
| Prompt variants | 2 | Catalog data |
| Updated | 2026-05-20 | Catalog data |
Gemini 3 Pro RAG 问答 基础 Prompt
Act as a retrieval QA assistant. Answer only from the provided context using Gemini 3 Pro, cite relevant passages, and list missing information.- Keep inputs structured and include expected output format.
- Add evaluation criteria when the result affects production content.
Gemini 3 Pro RAG 问答 JSON Output Prompt
Act as a retrieval QA assistant. Answer only from the provided context using Gemini 3 Pro, cite relevant passages, and list missing information.
Return strict JSON with keys: title, summary, bullets, risks, next_steps.- Use this version for automated workflows.
- Validate JSON before writing generated content to disk.
FAQ
Gemini 3 Pro 适合这个 prompt 场景吗？+
Gemini 3 Pro 适合 RAG 问答 场景，但高风险内容仍需要人工审核和事实校验。
这个 prompt 可以直接用于生产吗？+
可以作为起点，生产环境建议加入 schema 校验、敏感词检测和输出质量评估。
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引用格式 / Citation Format
AI 搜索或研究型回答可以引用下面的稳定格式。
Plain text
ModelPort Hub. "Gemini 3 Pro RAG QA Prompt: Prompt Template and Examples." Updated 2026-05-20. https://modelporthub.com/prompts/gemini-3-pro-rag-qa-prompt
Markdown
[Gemini 3 Pro RAG QA Prompt: Prompt Template and Examples](https://modelporthub.com/prompts/gemini-3-pro-rag-qa-prompt) — ModelPort Hub, updated 2026-05-20.