schema_quick_analysis.py

from kor.nodes import Object, Text

team = Object(
    id="team",
    description="Information about the team",
    attributes=[
        Text(id="name", description="The name of the team member"),
        Text(id="position",
             description="The position of the team member in the company")
    ],

    examples=[
        (
            "Diego Hoter Co-founder & CEO",  # Text input
            {
                "name": "Diego Hoter",
                "position": "Co-founder & CEO"
            }  # Dictionary with extracted attributes 
        )
        # Add more examples in the same format if needed
    ],
    many=True
)

region = Object(
    id="region",
    description="Information about the regions where the startup are located",
    attributes=[
        Text(id="country",
             description="The country the startup is located"),
        Text(id="city", description="The city the startup is located")
    ],

    examples=[
        (
            "We have a center in Sao Pablo, Brasil ",  # Text input
            {
                "country": "Brasil",
                "city": "Sao Pablo"
            }  # Dictionary with extracted attributes
        )
        # Add more examples in the same format if needed
    ],
    many=True
)

schema = Object(
    id="startup_info",
    description="Pitchdeck Information about a given startup.",
    attributes=[
        Text(
            id="startup_overview",
            description="A brief overview of the startup.",
            examples=[("""
                                        We verify sustainable agriculture at global scale! simple, scalable and auditable from farm to marketWork with ucrop.it to develop a program to incentivize farmers to adopt desired agricultural changes
                                        Enabling farmers and AgFood companies to agree, trace, achieve & verify sustainability goals from Farm to market
                                        The solution is to MRV* the use of land and the crops management for a net nature-positive impact
                            """,

                       "ucrop.it enables farmers and AgFood companies to trace, achieve, and verify sustainable agriculture practices from farm to market, ensuring nature-positive impacts and profitability through verified Crop Stories")],
        ),
        Text(
            id="industry",
            description="The industry or sector in which the startup operates.",
            examples=[("We verify sustainable agriculture at global scale! simple, scalable and auditable from farm to market",
                       "Agriculture, AI, Data Analytics, Blockchain")],
        ),
        Text(
            id="startup_name",
            description="The Name of a startup",
            examples=[
                ("Work with ucrop.it to develop a program to incentivize farmers to adopt desired agricultural changes", "ucrop.it")],
        ),
        Text(
            id="product_or_service",
            description="The product or service the startup sells",
            examples=[
                ("They offer a SaaS platform for farmers", "SaaS platform")],
        ),

        team,


        Text(
            id="business_model",
            description="The business model of the startup",
            examples=[("""
                                        2024 (F) 2022 2023 Annual Recurring Revenues Gross Margin 9% 58% 74% 36% 50% 55% Churn rate <5% Average customer value$23K Revenues In Thousands B2B Customer contracts Our growth since 2020 has been exponential
                                    """,
                       """
                                        ucrop.it operates a B2B subscription-based model, charging for verified sustainable crop stories and land use assessments, with an average customer value of $23K and a gross margin of 55%.
                                    """)],
        ),

        Text(
            id="company_stage",
            description="The current stage of the startup (e.g., early-stage, growth, established).",
            examples=[
                ("Business development in Australia targeting Asia Pacific Region preparing for Series B growth opportunity", "early-stage")],
        ),

        Text(
            id="website_url",
            description="The website link of the startup.",
            # examples=[
            #     ("A Brighter Future for Agriculture\nwww.deepagro.com2ARTIFICIAL INTELLIGENCE ", "https://www.deepagro.com/")],
        ),
        region,

        Text(
            id="traction ",
            description="Key performance indicators or metrics that demonstrate the startup’s progress.",
            examples=[("""
                                        2024 (F) 2022 2023 Annual Recurring Revenues Gross Margin 9% 58% 74% 36% 50% 55% Churn rate <5% Average customer value$23K Revenues In Thousands B2B Customer contracts Our growth since 2020 has been exponential
                                    """,
                       """
                                        Exponential growth since 2020, with $1.4M in annual recurring revenues in 2023, 70+ corporate customers, and operations in 10 countries.
                                    """)],
        ),

        Text(
            id="go_to_market_strategy",
            description="The approach the startup uses to reach its target audience.",
            examples=[("""
                                        Market penetration Consolidate N. America  operations. Co-Founder relocation (US) Business development leveraging commercial contracts in BrazilBusiness development in Australia targeting Asia Pacific Region  preparing
                                        for Series B growth opportunity Talent growth 15% ESOPS vesting equity rights for Validated talents Key talent acquisition Strategic Geographies Use of Funds Series A Ask""",
                       "The go-to-market strategy involves leveraging commercial contracts, co-founder relocation to the US, and business development in key regions.")],
        ),
        Text(
            id="market_opportunity",
            description="The market gap or need that the startup aims to address.",
            examples=[("""
                                        2050 $ 77 Bn*on a 7~10 Tr market About us Ag transition: The MRV market value for the sustainability will 4x by 2050 2030 $ 20 Bn * MRV price rate is 1% of the Tr market value 4 x Market penetration Consolidate N. America
                                        operations. Co-Founder relocation (US) Business development leveraging commercial contracts in BrazilBusiness development in Australia targeting Asia Pacific Region  preparing for Series B growth opportunity
                                        """,
                       "The MRV market for sustainability is projected to grow 4x by 2050, reaching $77 billion from $20 billion in 2030, with a focus on North America, Brazil, and the Asia Pacific region.")],
        ),
        Text(
            id="financial_projections",
            description="Projected financial performance (revenue, expenses, profits) over a specific period.",
            examples=[
                ("DeepAgro aims to achieve $1 million in annual revenue within the next three years.", "$1 million, for the next 3 years")],
        ),
        Text(
            id="Investment_Round",
            description="The type and amount of funding the startup is seeking.",
            examples=[("Use of Funds Series A AsK $6 M ",
                       "Serie A funding with an ask 6M")],
        ),
        Text(
            id="value_proposition",
            description="The unique value the startup offers to its customers.",
            examples=[("""
                            The startup addresses the following Problem: Farmers and AgFood companies need to monitor, report, and verify sustainable agricultural practices to ensure compliance and add value to the supply chain.
                            ucrop.it provides a platform for creating and sharing traceable and verifiable Sustainable Crop Stories™ of land use and crop management practices.

                            """,
                       "The company's platform offers a unique value proposition by enabling farmers and AgFood companies to monitor, report, and verify sustainable agricultural practices. This could attract a large customer base.")],
        ),

    ],
)