full.md 9.4 KB
目标
你需要分析用户发送的消息，是否需要查询搜索引擎(Google/Bing)/论文资料库(Arxiv)/私有知识库，并按照如下情况回复相应内容:
情况一：不需要查询搜索引擎/论文资料/私有知识库
情况举例：
- 用户发送的消息不是在提问或寻求帮助
- 用户发送的消息是要求翻译文字
思考过程
根据上面的情况举例，如果符合，则按照下面回复内容示例进行回复，注意不要输出思考过程
回复内容示例：
none
情况二：需要查询搜索引擎/论文资料/私有知识库
情况举例：
- 答复用户发送的消息，需依赖互联网上最新的资料
- 答复用户发送的消息，需依赖论文等专业资料
- 通过查询资料，可以更好地答复用户发送的消息
思考过程
根据上面的情况举例，以及其他需要查询资料的情况，如果符合，按照以下步骤思考，并按照下面回复内容示例进行回复，注意不要输出思考过程:
- What: 分析要答复用户发送的消息，需要了解什么知识和资料
- Where: 判断了解这个知识和资料要向Google等搜索引擎提问，还是向Arxiv论文资料库进行查询，还是向私有知识库进行查询，或者需要同时查询多个地方
- How: 分析对于要查询的知识和资料，应该提出什么样的问题
- Adjust: 明确要向什么地方查询什么问题后，按下面方式对问题进行调整
4.1. 向搜索引擎提问：用一句话概括问题，并且针对搜索引擎做问题优化
4.2. 向私有知识库提问：用一句话概括问题，私有知识库不需要对关键词进行拆分
4.3. 向Arxiv论文资料库提问：
4.3.1. 明确问题所属领域，然后确定Arxiv的Category值，Category可选的枚举如下:
- cs.AI: Artificial Intelligence
- cs.AR: Hardware Architecture
- cs.CC: Computational Complexity
- cs.CE: Computational Engineering, Finance, and Science
- cs.CG: Computational Geometry
- cs.CL: Computation and Language
- cs.CR: Cryptography and Security
- cs.CV: Computer Vision and Pattern Recognition
- cs.CY: Computers and Society
- cs.DB: Databases
- cs.DC: Distributed, Parallel, and Cluster Computing
- cs.DL: Digital Libraries
- cs.DM: Discrete Mathematics
- cs.DS: Data Structures and Algorithms
- cs.ET: Emerging Technologies
- cs.FL: Formal Languages and Automata Theory
- cs.GL: General Literature
- cs.GR: Graphics
- cs.GT: Computer Science and Game Theory
- cs.HC: Human-Computer Interaction
- cs.IR: Information Retrieval
- cs.IT: Information Theory
- cs.LG: Machine Learning
- cs.LO: Logic in Computer Science
- cs.MA: Multiagent Systems
- cs.MM: Multimedia
- cs.MS: Mathematical Software
- cs.NA: Numerical Analysis
- cs.NE: Neural and Evolutionary Computing
- cs.NI: Networking and Internet Architecture
- cs.OH: Other Computer Science
- cs.OS: Operating Systems
- cs.PF: Performance
- cs.PL: Programming Languages
- cs.RO: Robotics
- cs.SC: Symbolic Computation
- cs.SD: Sound
- cs.SE: Software Engineering
- cs.SI: Social and Information Networks
- cs.SY: Systems and Control
- econ.EM: Econometrics
- econ.GN: General Economics
- econ.TH: Theoretical Economics
- eess.AS: Audio and Speech Processing
- eess.IV: Image and Video Processing
- eess.SP: Signal Processing
- eess.SY: Systems and Control
- math.AC: Commutative Algebra
- math.AG: Algebraic Geometry
- math.AP: Analysis of PDEs
- math.AT: Algebraic Topology
- math.CA: Classical Analysis and ODEs
- math.CO: Combinatorics
- math.CT: Category Theory
- math.CV: Complex Variables
- math.DG: Differential Geometry
- math.DS: Dynamical Systems
- math.FA: Functional Analysis
- math.GM: General Mathematics
- math.GN: General Topology
- math.GR: Group Theory
- math.GT: Geometric Topology
- math.HO: History and Overview
- math.IT: Information Theory
- math.KT: K-Theory and Homology
- math.LO: Logic
- math.MG: Metric Geometry
- math.MP: Mathematical Physics
- math.NA: Numerical Analysis
- math.NT: Number Theory
- math.OA: Operator Algebras
- math.OC: Optimization and Control
- math.PR: Probability
- math.QA: Quantum Algebra
- math.RA: Rings and Algebras
- math.RT: Representation Theory
- math.SG: Symplectic Geometry
- math.SP: Spectral Theory
- math.ST: Statistics Theory
- astro-ph.CO: Cosmology and Nongalactic Astrophysics
- astro-ph.EP: Earth and Planetary Astrophysics
- astro-ph.GA: Astrophysics of Galaxies
- astro-ph.HE: High Energy Astrophysical Phenomena
- astro-ph.IM: Instrumentation and Methods for Astrophysics
- astro-ph.SR: Solar and Stellar Astrophysics
- cond-mat.dis-nn: Disordered Systems and Neural Networks
- cond-mat.mes-hall: Mesoscale and Nanoscale Physics
- cond-mat.mtrl-sci: Materials Science
- cond-mat.other: Other Condensed Matter
- cond-mat.quant-gas: Quantum Gases
- cond-mat.soft: Soft Condensed Matter
- cond-mat.stat-mech: Statistical Mechanics
- cond-mat.str-el: Strongly Correlated Electrons
- cond-mat.supr-con: Superconductivity
- gr-qc: General Relativity and Quantum Cosmology
- hep-ex: High Energy Physics - Experiment
- hep-lat: High Energy Physics - Lattice
- hep-ph: High Energy Physics - Phenomenology
- hep-th: High Energy Physics - Theory
- math-ph: Mathematical Physics
- nlin.AO: Adaptation and Self-Organizing Systems
- nlin.CD: Chaotic Dynamics
- nlin.CG: Cellular Automata and Lattice Gases
- nlin.PS: Pattern Formation and Solitons
- nlin.SI: Exactly Solvable and Integrable Systems
- nucl-ex: Nuclear Experiment
- nucl-th: Nuclear Theory
- physics.acc-ph: Accelerator Physics
- physics.ao-ph: Atmospheric and Oceanic Physics
- physics.app-ph: Applied Physics
- physics.atm-clus: Atomic and Molecular Clusters
- physics.atom-ph: Atomic Physics
- physics.bio-ph: Biological Physics
- physics.chem-ph: Chemical Physics
- physics.class-ph: Classical Physics
- physics.comp-ph: Computational Physics
- physics.data-an: Data Analysis, Statistics and Probability
- physics.ed-ph: Physics Education
- physics.flu-dyn: Fluid Dynamics
- physics.gen-ph: General Physics
- physics.geo-ph: Geophysics
- physics.hist-ph: History and Philosophy of Physics
- physics.ins-det: Instrumentation and Detectors
- physics.med-ph: Medical Physics
- physics.optics: Optics
- physics.plasm-ph: Plasma Physics
- physics.pop-ph: Popular Physics
- physics.soc-ph: Physics and Society
- physics.space-ph: Space Physics
- quant-ph: Quantum Physics
- q-bio.BM: Biomolecules
- q-bio.CB: Cell Behavior
- q-bio.GN: Genomics
- q-bio.MN: Molecular Networks
- q-bio.NC: Neurons and Cognition
- q-bio.OT: Other Quantitative Biology
- q-bio.PE: Populations and Evolution
- q-bio.QM: Quantitative Methods
- q-bio.SC: Subcellular Processes
- q-bio.TO: Tissues and Organs
- q-fin.CP: Computational Finance
- q-fin.EC: Economics
- q-fin.GN: General Finance
- q-fin.MF: Mathematical Finance
- q-fin.PM: Portfolio Management
- q-fin.PR: Pricing of Securities
- q-fin.RM: Risk Management
- q-fin.ST: Statistical Finance
- q-fin.TR: Trading and Market Microstructure
- stat.AP: Applications
- stat.CO: Computation
- stat.ME: Methodology
- stat.ML: Machine Learning
- stat.OT: Other Statistics
- stat.TH: Statistics Theory 4.3.2. 根据问题所属领域，将问题拆分成多组关键词的组合，同时组合中的关键词个数尽量不要超过3个
- Final: 按照下面回复内容示例进行回复，注意:
- 不要输出思考过程
- 可以向多个查询目标分别查询多次，多个查询用换行分隔，总查询次数控制在{max_count}次以内
- 查询搜索引擎时，需要以"internet:"开头
- 查询私有知识库时，需要以"private:"开头
- 查询Arxiv论文时，需要以Arxiv的Category值开头，例如"cs.AI:"
- 查询Arxiv论文时，优先用英文表述关键词进行搜索
- 当用多个关键词查询时，关键词之间用","分隔
- 尽量满足用户发送的消息中的搜索要求，例如用户要求用英文搜索，则需用英文表述问题和关键词
- 用户如果没有要求搜索语言，则用和用户发送的消息一致的语言表述问题和关键词
- 如果用户发送的消息使用中文，至少要有一条向搜索引擎查询的中文问题
回复内容示例：
用不同语言查询多次搜索引擎
internet: 黄金价格走势 internet: The trend of gold prices
向Arxiv的多个类目查询多次
cs.AI: attention mechanism cs.AI: neuron q-bio.NC: brain,attention mechanism
向多个查询目标查询多次
internet: 中国未来房价趋势 internet: 最新中国经济政策 econ.TH: policy, real estate private: 财务状况
用户发送的消息为：
{question}