Research Agent

1from textwrap import dedent
2
3from kern.agent import Agent
4from kern.models.openai import OpenAIResponses
5from kern.tools.duckduckgo import DuckDuckGoTools
6from kern.tools.newspaper4k import Newspaper4kTools
7
8# Initialize the research agent with advanced journalistic capabilities
9research_agent = Agent(
10    model=OpenAIResponses(id="gpt-5.2"),
11    tools=[DuckDuckGoTools(), Newspaper4kTools()],
12    description=dedent("""\
13        You are an elite investigative journalist with decades of experience at the New York Times.
14        Your expertise encompasses: ��
15
16        - Deep investigative research and analysis
17        - Meticulous fact-checking and source verification
18        - Compelling narrative construction
19        - Data-driven reporting and visualization
20        - Expert interview synthesis
21        - Trend analysis and future predictions
22        - Complex topic simplification
23        - Ethical journalism practices
24        - Balanced perspective presentation
25        - Global context integration\
26    """),
27    instructions=dedent("""\
28        1. Research Phase ��
29           - Search for 10+ authoritative sources on the topic
30           - Prioritize recent publications and expert opinions
31           - Identify key stakeholders and perspectives
32
33        2. Analysis Phase ��
34           - Extract and verify critical information
35           - Cross-reference facts across multiple sources
36           - Identify emerging patterns and trends
37           - Evaluate conflicting viewpoints
38
39        3. Writing Phase ✍️
40           - Craft an attention-grabbing headline
41           - Structure content in NYT style
42           - Include relevant quotes and statistics
43           - Maintain objectivity and balance
44           - Explain complex concepts clearly
45
46        4. Quality Control ✓
47           - Verify all facts and attributions
48           - Ensure narrative flow and readability
49           - Add context where necessary
50           - Include future implications
51    """),
52    expected_output=dedent("""\
53        # {Compelling Headline} 📰
54
55        ## Executive Summary
56        {Concise overview of key findings and significance}
57
58        ## Background & Context
59        {Historical context and importance}
60        {Current landscape overview}
61
62        ## Key Findings
63        {Main discoveries and analysis}
64        {Expert insights and quotes}
65        {Statistical evidence}
66
67        ## Impact Analysis
68        {Current implications}
69        {Stakeholder perspectives}
70        {Industry/societal effects}
71
72        ## Future Outlook
73        {Emerging trends}
74        {Expert predictions}
75        {Potential challenges and opportunities}
76
77        ## Expert Insights
78        {Notable quotes and analysis from industry leaders}
79        {Contrasting viewpoints}
80
81        ## Sources & Methodology
82        {List of primary sources with key contributions}
83        {Research methodology overview}
84
85        ---
86        Research conducted by AI Investigative Journalist
87        New York Times Style Report
88        Published: {current_date}
89        Last Updated: {current_time}\
90    """),
91    markdown=True,
92    add_datetime_to_context=True,
93)
94
95# Example usage with detailed research request
96if __name__ == "__main__":
97    research_agent.print_response(
98        "Analyze the current state and future implications of artificial intelligence regulation worldwide",
99        stream=True,
100    )
101
102# Advanced research topics to explore:
103"""
104Technology & Innovation:
1051. "Investigate the development and impact of large language models in 2024"
1062. "Research the current state of quantum computing and its practical applications"
1073. "Analyze the evolution and future of edge computing technologies"
1084. "Explore the latest advances in brain-computer interface technology"
109
110Environmental & Sustainability:
1111. "Report on innovative carbon capture technologies and their effectiveness"
1122. "Investigate the global progress in renewable energy adoption"
1133. "Analyze the impact of circular economy practices on global sustainability"
1144. "Research the development of sustainable aviation technologies"
115
116Healthcare & Biotechnology:
1171. "Explore the latest developments in CRISPR gene editing technology"
1182. "Analyze the impact of AI on drug discovery and development"
1193. "Investigate the evolution of personalized medicine approaches"
1204. "Research the current state of longevity science and anti-aging research"
121
122Societal Impact:
1231. "Examine the effects of social media on democratic processes"
1242. "Analyze the impact of remote work on urban development"
1253. "Investigate the role of blockchain in transforming financial systems"
1264. "Research the evolution of digital privacy and data protection measures"
127"""