Deep Research

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from openai import OpenAI
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client = OpenAI(
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    base_url="https://api.neura-ai.app/v1",
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    timeout=3600  # Research tasks may take longer
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)
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input_text = """
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Research the economic impact of semaglutide on global healthcare systems.
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Do:
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- Include specific figures, trends, statistics, and measurable outcomes.
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- Prioritize reliable, up-to-date sources: peer-reviewed research, health
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  organizations (e.g., WHO, CDC), regulatory agencies, or pharmaceutical
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  earnings reports.
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- Include inline citations and return all source metadata.
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Be analytical, avoid generalities, and ensure that each section supports
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data-backed reasoning that could inform healthcare policy or financial modeling.
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"""
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response = client.responses.create(
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    model="sonar-deep-research",
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    input=input_text,
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    tools=[
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        {"type": "web_search_preview"},
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        {"type": "code_interpreter", "container": {"type": "auto"}},
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    ],
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)
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print(response.output_text)

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tools=[
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    {"type": "web_search_preview"}
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]

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tools=[
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    {"type": "code_interpreter", "container": {"type": "auto"}}
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]

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tools=[
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    {"type": "web_search_preview"},
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    {"type": "code_interpreter", "container": {"type": "auto"}}
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]

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response = client.responses.create(
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    model="sonar-deep-research",
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    input="""
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    Analyze the current state of the electric vehicle market in Europe.
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    Include:
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    - Market size and growth projections for 2024-2026
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    - Leading manufacturers and their market share
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    - Government policies affecting adoption
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    - Infrastructure development trends
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    - Consumer sentiment data
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    Provide specific figures and cite all sources.
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    """,
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    tools=[{"type": "web_search_preview"}]
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)

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response = client.responses.create(
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    model="sonar-deep-research",
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    input="""
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    Conduct a comprehensive review of recent advances in CRISPR gene editing 
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    technology (2023-2024). Focus on:
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    - Clinical trial results
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    - New applications and methodologies
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    - Ethical considerations and regulations
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    - Future research directions
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    Reference peer-reviewed publications and clinical data.
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    """,
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    tools=[{"type": "web_search_preview"}]
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)

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response = client.responses.create(
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    model="sonar-deep-research",
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    input="""
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    Compare the business models, pricing strategies, and market positioning 
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    of the top 5 cloud infrastructure providers.
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    Analyze:
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    - Service offerings and differentiation
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    - Pricing structures and total cost of ownership
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    - Target customer segments
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    - Recent financial performance
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    - Strategic partnerships and acquisitions
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    """,
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    tools=[
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        {"type": "web_search_preview"},
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        {"type": "code_interpreter", "container": {"type": "auto"}}
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    ]
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)

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response = client.responses.create(
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    model="sonar-deep-research",
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    input="""
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    Investigate the correlation between remote work adoption and 
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    commercial real estate values in major US cities (2020-2024).
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    Use statistical analysis to:
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    - Identify trends in office space vacancy rates
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    - Correlate with property values
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    - Compare across different cities
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    - Project future implications
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    Include data visualizations where appropriate.
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    """,
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    tools=[
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        {"type": "web_search_preview"},
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        {"type": "code_interpreter", "container": {"type": "auto"}}
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    ]
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)

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input_text = """
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Research Question: How has AI impacted software development productivity?
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Scope:
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- Time period: 2022-2024
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- Focus on: Code completion tools, automated testing, and bug detection
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- Metrics: Developer productivity, code quality, time savings
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Required:
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- Quantitative data from studies or surveys
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- Case studies from companies implementing these tools
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- Expert opinions from industry leaders
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"""

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input_text = """
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Research renewable energy adoption in developing nations.
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Source Requirements:
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- Prefer: Academic journals, international organizations (UN, World Bank), 
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  government reports
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- Include: Industry reports from reputable firms
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- Avoid: Blog posts, opinion pieces, unverified claims
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"""

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input_text = """
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Analyze smartphone market trends in Asia.
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Output Structure:
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1. Executive Summary (key findings)
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2. Market Size and Growth
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3. Competitive Landscape
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4. Consumer Preferences
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5. Future Outlook
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6. Sources and References
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"""

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client = OpenAI(
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    base_url="https://api.neura-ai.app/v1",
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    timeout=3600  # 1 hour for complex research
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)