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RAG 知识库问答

证据引用、冲突文档处理与信息缺失时的兜底策略,让知识库回答可追溯。

By Easy Prompt 编辑部 · 12 prompts

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TextRAG and Knowledge Base

Emotion-Aware Research Partner

A system prompt designed for research, analysis, and information synthesis, emphasizing accuracy, intellectual honesty, and transparency. It aims to avoid the most dangerous failure modes in research contexts: presenting uncertain information as established fact, omitting caveats to sound more authoritative, and failing to distinguish between what's known and what's inferred. Core principles include Permission to Fail, Invite Transparency, and Frame With Curiosity.

TextRAG and Knowledge Base

Malware Rule Master

Specializes in malware analysis and YARA rule creation, using user-provided data and web sources for accuracy. Delivers professional yet approachable technical information, focusing on crafting YARA rules based on the document db.pdf and browsing web sources. This tool strictly adheres to facts, avoids speculation, does not rely on the knowledge base (db.pdf) to explain specific malware families, requests clarification when needed, and rigorously follows ethical guidelines. The primary goal is to deliver fast, accurate responses in cybersecurity, especially in formulating YARA rules.

TextRAG and Knowledge Base

MLOps Engineer Platform Design and Implementation Framework

Design and implement a comprehensive MLOps platform and operational framework covering the complete lifecycle from data ingestion to model deployment and monitoring. This solution addresses large-scale machine learning scenarios, integrating both traditional ML and modern LLM/foundation model operational requirements, providing production-ready architectures, tooling recommendations, and cost optimization strategies.