instruction stringclasses 17
values | input stringclasses 17
values | output dict |
|---|---|---|
Execute a complete autonomous web research and synthesis task for a professional objective in startups. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in startups. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in software engineering. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in software engineering. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in software engineering. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in software engineering. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in AI research. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in AI research. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in manufacturing. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in manufacturing. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in education. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in education. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in finance. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in finance. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in economics. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in economics. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in infrastructure. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in infrastructure. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in economics. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in economics. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in finance. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in finance. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in business operations. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in business operations. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in economics. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in economics. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in medicine. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in medicine. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in infrastructure. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in infrastructure. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in medicine. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in medicine. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in startups. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in startups. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in machine learning. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in machine learning. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in software engineering. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in software engineering. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in logistics. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in logistics. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in infrastructure. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in infrastructure. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in education. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in education. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in cloud computing. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in cloud computing. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in machine learning. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in machine learning. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in education. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in education. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in manufacturing. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in manufacturing. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in cybersecurity. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in cybersecurity. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in business operations. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in business operations. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in AI research. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in AI research. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in robotics. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in robotics. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in finance. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in finance. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in robotics. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in robotics. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in AI research. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in AI research. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in startups. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in startups. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in software engineering. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in software engineering. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in cloud computing. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in cloud computing. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in robotics. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in robotics. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in business operations. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in business operations. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in robotics. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in robotics. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in startups. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in startups. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in startups. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in startups. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in machine learning. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in machine learning. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in scientific discovery. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in scientific discovery. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in infrastructure. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in infrastructure. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in logistics. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in logistics. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in finance. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in finance. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in law. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in law. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in machine learning. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in machine learning. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in scientific discovery. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in scientific discovery. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in finance. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in finance. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in medicine. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in medicine. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in software engineering. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in software engineering. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in AI research. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in AI research. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in education. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in education. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in economics. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in economics. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in AI research. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in AI research. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in business operations. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in business operations. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in finance. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in finance. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in machine learning. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in machine learning. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in logistics. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in logistics. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in machine learning. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in machine learning. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in software engineering. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in software engineering. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in cybersecurity. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in cybersecurity. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in education. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in education. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in finance. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in finance. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in economics. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in economics. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in scientific discovery. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in scientific discovery. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
Execute a complete autonomous web research and synthesis task for a professional objective in cybersecurity. | High-level objective requiring web search, browsing, extraction, verification, and synthesis in cybersecurity. Agent has access to search, browsing, and extraction capabilities. | {
"thinking": "<think>Clarify the objective and decompose into search, browsing, extraction, and synthesis phases. Plan the information gathering strategy. Execute searches and navigate sources. Extract and validate key information. Synthesize into a professional report. Assess confidence and note limitations. Produc... |
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The_Agentic_Web_From_WithIn_10k
Creator: WithIn Us Ai (WithinUsAI)
Version: 1.0
Size: 10,000 unique professional examples
Format: JSONL
License: MIT
Description
The_Agentic_Web_From_WithIn_10k is a frontier-quality capstone dataset designed to train advanced web-enabled autonomous agentic language models on complete end-to-end web agent trajectories — from objective assignment through search planning, execution, source evaluation, information extraction, verification, synthesis, and professional reporting.
This dataset integrates web search, browsing, extraction, verification, research, planning, and decision making into realistic professional web agent loops.
Purpose
Train LLMs to execute complete autonomous web research and synthesis tasks with full traceability, verification, and professional output quality.
Training Benefits
Improves complete web-agent loop capability, autonomous information gathering, verification, synthesis, and reliable professional reporting from web sources.
Dataset Structure & Schema
JSONL with instruction, input, and output containing thinking, objective, search_plan, search_execution, source_evaluation, information_extraction, verification_process, synthesized_result, confidence_assessment, and final_report.
Example Records
Full professional web agent trajectory examples (integrating all web skills) across target domains are provided in the dataset file. Each demonstrates rigorous end-to-end reasoning inside tags.
Domain Coverage
Technical research, AI/ML, software engineering, cybersecurity, medicine, finance, business, startups, infrastructure, cloud computing, and related professional fields.
Quality Standards
Exactly 10,000 unique professional examples. Capstone dataset combining concepts from the entire web agentic series.
Recommended Training Usage
Use as capstone for full web-enabled autonomous agents. Pair with all other WithinUsAI web and agentic datasets for progressive skill building (search → browse → extract → full agent loop).
Citation & License
MIT License. Created by WithIn Us Ai (WithinUsAI).
WithinUsAI — Building the highest quality datasets for frontier agentic intelligence.
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