LLM agent assist in patent analysis

def analyze_patents(patent_database, research_focus):
    prompt = f"""
    Analyze the following patent database: {patent_database}

    Focus on research area: {research_focus}

    Provide:
    1. Key innovation trends
    2. Potential white spaces for new patents
    3. Recommendations for R&D focus areas
    """

    response = openai.Completion.create(
        engine="text-davinci-002",
        prompt=prompt,
        max_tokens=750
    )

    return response.choices[0].text.strip()

# Usage
patent_insights = analyze_patents(patent_database, "renewable energy storage")
print(patent_insights)