schemas.py

BIG_PPTX_SCHEMA = "{type:object,properties:{slides:{type:array,items:{type:object,properties:{heading:{title:Heading,description:The_slide_Heading,type:string},bullet_points:{title:Bullet_Points,description:The_bullet_points,type:array,items:{type:string}}},required:[heading,bullet_points]}}},required:[slides]}"

BIG_DM_SLIDES_SCHEMA = """
    {
        type: object, 
        properties: {
            slides: {
                type: array, 
                items: {
                    oneOf: [
                        {
                            type: object, 
                            properties: {
                                introduction: {
                                    type: object, 
                                    properties: {
                                        title: {
                                            type: string, 
                                            description: The title text for the Introduction slide }, 
                                        subtitle: {
                                            type: string, 
                                            description: The optional subtitle text for the Introduction slide}}, 
                                    required: [title]}}, 
                            required: [introduction]
                        }, 
                        {
                            type: object, 
                            properties: {
                                section: {
                                    type: object, 
                                    properties: {
                                        title: {
                                            type: string, 
                                            description: The title text for the Section slide}, 
                                        subtitle: {
                                            type: string, 
                                            description: The optional subtitle text for the Section slide}}, 
                                    required: [title]}}, 
                            required: [section]
                        }, 
                        {
                            type: object, 
                            properties: {
                                bullet_slide: {
                                    type: object, 
                                    properties: {
                                        title: {
                                            type: string, 
                                            description: The title text for the Bullet slide},                                         
                                        bullets: {
                                            type: array, 
                                            items: {
                                                type: object, 
                                                properties: {
                                                    text: {
                                                        type: string,
                                                        description: Plain text element for the bullet point}, 
                                                    bullet_level: {
                                                        type: string, 
                                                        enum: [1, 2, 3, 4, 5, 6], 
                                                        description: The indentation level for bullet points}}, 
                                                required: [text, bullet_level]}, 
                                            description: Array of text and bullet elements for the Bulletpoints slide}}, 
                                    required: [bullets]}}, 
                            required: [bullet_slide]
                        },
                        {
                            type: object, 
                            properties: {
                                card: {
                                    type: object, 
                                    properties: {
                                        title: {
                                            type: string, 
                                            description: The title text for the Card},                                         
                                        bullets: {
                                            type: array, 
                                            items: {
                                                type: object, 
                                                properties: {
                                                    text: {
                                                        type: string,
                                                        description: Plain text element for the bullet point}, 
                                                    bullet_level: {
                                                        type: string, 
                                                        enum: [1, 2, 3, 4, 5, 6], 
                                                        description: The indentation level for bullet points}}, 
                                                required: [text, bullet_level]}, 
                                            description: Array of text and bullet elements for the Card}}, 
                                    required: [bullets]}}, 
                            required: [card]
                        }                        
                    ]}}}, 
    required: [slides]
}
"""

org__BIG_DM_SLIDES_SCHEMA = """
    {
        type: object, 
        properties: {
            slides: {
                type: array, 
                items: {
                    oneOf: [{
                        type: object, 
                        properties: {
                            introduction: {
                                type: object, 
                                properties: {
                                    title: {
                                        type: string, 
                                        description: The title text for the Introduction slide }, 
                                    subtitle: {
                                        type: string, 
                                        description: The optional subtitle text for the Introduction slide}}, 
                                required: [title]}}, 
                        required: [introduction]}, {
                        type: object, 
                        properties: {
                            section: {
                                type: object, 
                                properties: {
                                    title: {
                                        type: string, 
                                        description: The title text for the Section slide}, 
                                    subtitle: {
                                        type: string, 
                                        description: The optional subtitle text for the Section slide}}, 
                                required: [title]}}, 
                        required: [section]}, {
                            type: object, 
                            properties: {
                                bulletpoints: {
                                    type: object, 
                                    properties: {
                                        elements: {
                                            type: array, 
                                            items: {
                                                type: object, 
                                                properties: {
                                                    text: {
                                                        type: string,
                                                        description: Plain text element for the bullet point}, 
                                                    bullet_level: {
                                                        type: string, 
                                                        enum: [1, 2, 3, 4, 5, 6], 
                                                        description: The indentation level for bullet points}}, 
                                                required: [text, bullet_level]}, 
                                            description: Array of text and bullet elements for the Bulletpoints slide}}, 
                                required: [elements]}}, 
                    required: [bulletpoints]}]}}}, 
    required: [slides]
}
"""

GPT_TOOL_SLIDE_SCHEMA = """
{
    type: object,
    properties: {
        slides: {
        type: array,
        items: {
            type: object,
            properties: {
            heading: {type: string},
            bullet_points: {
                type: [array, null],
                items: {
                type: object,
                properties: {
                    bullet_type: {
                    type: string,
                    enum: [none, bullet, number, letter]
                    },
                    bullet_level: {
                    type: string,
                    enum: [0, 1, 2, 3]
                    },
                    bullet_text: {type: string}
                },
                required: [bullet_type, bullet_level, bullet_text]
                }
            }
            },
            required: [heading]
        }
        }
    }
}
"""

REMEDIAL_SCHEMA_old = '''
{
  "$schema": "http://json-schema.org/draft-07/schema#",
  "title": "GroupedFinancialResources",
  "type": "object",
  "properties": {
    "gap_list": {
      "type": "array",
      "description": "An array listing all the identified gaps the candidates need to overcome",
      "items": {
        "type": "string",
        "description": "A gap the candidate needs to overcome"
      }
    },
    "remedial_resources": {
      "type": "array",
      "description": "An array of objects, each containing information about a financial resource",
      "items": {
        "type": "object",
        "properties": {
          "gap": {
            "type": "string",
            "description": "The specific gap the candidate needs to overcome"
          },
          "gap_category": {
            "type": "string",
            "description": "The title of the category"
          },
          "remedial": {
            "type": "string",
            "description": "Explain how these resources will help the candidate overcome a specific gap"
          },
          "sources": {
            "type": "array",
            "description": "An array of financial resource URLs with metadata",
            "items": {
              "type": "string",
              "description": "A reference to a financial resource URL with metadata",
              "enum": [
              ]
            }
          },
          "reasonings": {
            "type": "array",
            "description": "An array of reasons why these resources are relevant",
            "items": {
              "type": "string"
            }
          }
        },
        "required": ["gap", "gap_category", "remedial", "sources", "reasonings"]
      }
    }
  },
  "required": ["gap_list","remedial_resources"]
}
'''

REMEDIAL_SYSTEM_PROMPT = "Use your tool to create a presentation helping the user bridge the gap in their knowledge. For each identified gap in the <GAPS> section, generate 2 to 5 references taken from the <REFERENCES> section that can help the candidate fill that gap in their knowledge. Ensure that each gap is addressed. Ensure that each reference is not used more than once. Provide the references as a JSON according to the provided json schema."

REMEDIAL_REFERENCES = '''
{
  "resources": [
    {
      "ref": "InvBanRes_0001",
      "type": "Investment_Banking_Resources",
      "title": "101 Investment Banking Interview Questions",
      "description": "Provides a comprehensive list of interview questions commonly asked in investment banking interviews.",
      "url": "https://www.wallstreetoasis.com/resources/interviews/investment-banking-interview-questions-answers"
    },
    {
      "ref": "InvBanRes_0002",
      "type": "Investment_Banking_Resources",
      "title": "Investment Banking Hierarchy",
      "description": "Explains the various roles and structures within an investment bank.",
      "url": "https://www.streetofwalls.com/finance-training-courses/investment-banking-overview-and-behavioral-training/investment-banking-overview"
    },
    {
      "ref": "InvBanRes_0003",
      "type": "Investment_Banking_Resources",
      "title": "Investment Banking Interview Questions and Answers: The Definitive Guide",
      "description": "A detailed guide that covers potential questions and answers for investment banking interviews.",
      "url": "https://mergersandinquisitions.com/investment-banking-interview-questions-and-answers/"
    },
    {
      "ref": "InvBanRes_0004",
      "type": "Investment_Banking_Resources",
      "title": "Investment Banking Resumes",
      "description": "Offers tips and examples for crafting an effective resume for investment banking roles.",
      "url": "https://mergersandinquisitions.com/investment-banking/recruitment/resumes/"
    },
    {
      "ref": "InvBanRes_0005",
      "type": "Investment_Banking_Resources",
      "title": "How to get into Investment Banking",
      "description": "Provides strategies and steps for breaking into the investment banking industry.",
      "url": "https://mergersandinquisitions.com/how-to-get-into-investment-banking/#HowToGetIn"
    },
    {
      "ref": "InvBanRes_0006",
      "type": "Investment_Banking_Resources",
      "title": "Day in the Life of an IB analyst",
      "description": "Describes a typical day for an investment banking analyst, offering insights into the daily tasks and work environment.",
      "url": "https://www.wallstreetprep.com/knowledge/ma-analyst-day-in-the-life/"
    },
    {
      "ref": "InvBanRes_0007",
      "type": "Investment_Banking_Resources",
      "title": "What To Know for an Investment Banking Interview",
      "description": "Discusses key topics and knowledge areas relevant for investment banking interviews.",
      "url": "https://www.investopedia.com/articles/financialcareers/10/investment-banking-interview.asp"
    },
    {
      "ref": "InvBanRes_0008",
      "type": "Investment_Banking_Resources",
      "title": "More IB interview q&a",
      "description": "Collection of real interview questions and answers for investment banking job candidates.",
      "url": "https://corporatefinanceinstitute.com/resources/career/real-investment-banking-interview-questions-form/"
    },
    {
      "ref": "InvBanRes_0009",
      "type": "Investment_Banking_Resources",
      "title": "Investment banking interview prep guide",
      "description": "A guide to preparing for investment banking interviews, including tips on how to answer common questions.",
      "url": "https://igotanoffer.com/blogs/finance/investment-banking-interview-prep"
    },
    {
      "ref": "InvBanRes_0010",
      "type": "Investment_Banking_Resources",
      "title": "IB interview sample questions",
      "description": "Sample questions that may be asked during an investment banking interview, with guidance on how to respond.",
      "url": "https://www.indeed.com/career-advice/interviewing/investment-bank-interview-questions"
    },
    {
      "ref": "PriEquRes_0001",
      "type": "Private_Equity_Resources",
      "title": "How a PE Firm Works",
      "description": "Explains the fundamental operations of a private equity firm.",
      "url": "https://www.streetofwalls.com/articles/private-equity/learn-the-basics/how-private-equity-works/"
    },
    {
      "ref": "PriEquRes_0002",
      "type": "Private_Equity_Resources",
      "title": "How to Break into Private Equity",
      "description": "Provides strategies for securing a position in the private equity sector.",
      "url": "https://mergersandinquisitions.com/private-equity/recruitment/"
    },
    {
      "ref": "PriEquRes_0003",
      "type": "Private_Equity_Resources",
      "title": "PE Resume",
      "description": "Offers guidance on crafting a resume tailored for private equity roles.",
      "url": "https://www.streetofwalls.com/finance-training-courses/private-equity-training/private-equity-resume/"
    },
    {
      "ref": "PriEquRes_0004",
      "type": "Private_Equity_Resources",
      "title": "PE Interview Questions",
      "description": "Features a list of common interview questions asked during PE interviews.",
      "url": "https://www.wallstreetoasis.com/resources/interviews/private-equity-interview-questions"
    },
    {
      "ref": "PriEquRes_0005",
      "type": "Private_Equity_Resources",
      "title": "Private Equity Interviews 101: How to Win Offers",
      "description": "Provides a guide to excelling in private equity interviews.",
      "url": "https://mergersandinquisitions.com/private-equity-interviews/"
    },
    {
      "ref": "PriEquRes_0006",
      "type": "Private_Equity_Resources",
      "title": "Private Equity Overview",
      "description": "An overview of the private equity industry, including key practices and challenges.",
      "url": "https://mergersandinquisitions.com/private-equity/"
    },
    {
      "ref": "PriEquRes_0007",
      "type": "Private_Equity_Resources",
      "title": "Basic LBO Modelling Test",
      "description": "Introduces a basic leveraged buyout (LBO) modeling test with example solutions.",
      "url": "https://www.wallstreetprep.com/knowledge/lbo-modeling-test-example-solutions/"
    },
    {
      "ref": "PriEquRes_0008",
      "type": "Private_Equity_Resources",
      "title": "Standard LBO Modelling Test",
      "description": "Provides a practice LBO modeling test designed to be completed within one hour.",
      "url": "https://www.wallstreetprep.com/knowledge/leveraged-buyout-lbo-modeling-1-hour-practice-test/"
    },
    {
      "ref": "PriEquRes_0009",
      "type": "Private_Equity_Resources",
      "title": "Advanced LBO Modelling Test",
      "description": "Features an advanced LBO modeling test that spans four hours, intended for more experienced professionals.",
      "url": "https://www.wallstreetprep.com/knowledge/advanced-lbo-modeling-test-4-hour-example/"
    },
    {
      "ref": "PriEquRes_0010",
      "type": "Private_Equity_Resources",
      "title": "Top 17 PE Interview Questions",
      "description": "Lists top 17 interview questions specific to private equity interviews.",
      "url": "https://growthequityinterviewguide.com/private-equity-interview-questions"
    },
    {
      "ref": "VenCapRes_0001",
      "type": "Venture_Capital_Resources",
      "title": "VC Interview Questions",
      "description": "A list of common questions asked during venture capital interviews.",
      "url": "https://www.wallstreetoasis.com/resources/interviews/venture-capital-interview-questions"
    },
    {
      "ref": "VenCapRes_0002",
      "type": "Venture_Capital_Resources",
      "title": "VC Overview",
      "description": "Provides a broad overview of the venture capital industry, including key players and processes.",
      "url": "https://mergersandinquisitions.com/venture-capital"
    },
    {
      "ref": "VenCapRes_0003",
      "type": "Venture_Capital_Resources",
      "title": "Venture Capital Interview Questions: What to Expect and How to Prepare",
      "description": "Detailed guide on what to expect in VC interviews and how to prepare effectively.",
      "url": "https://mergersandinquisitions.com/venture-capital-interview-questions"
    },
    {
      "ref": "VenCapRes_0004",
      "type": "Venture_Capital_Resources",
      "title": "Fundamentals of Early-Stage Investing",
      "description": "Explains the due diligence process in early-stage venture capital investing.",
      "url": "https://www.wallstreetprep.com/knowledge/venture-capital-diligence/"
    },
    {
      "ref": "VenCapRes_0005",
      "type": "Venture_Capital_Resources",
      "title": "Top VC Interview Questions",
      "description": "Outlines some of the top interview questions for venture capital job applicants.",
      "url": "https://www.investopedia.com/articles/financial-careers/08/venture-capital-interview-questions.asp"
    },
    {
      "ref": "VenCapRes_0006",
      "type": "Venture_Capital_Resources",
      "title": "Ultimate VC Interview Guide",
      "description": "Comprehensive guide to succeeding in venture capital interviews.",
      "url": "https://www.goingvc.com/post/the-ultimate-venture-capital-interview-guide"
    },
    {
      "ref": "VenCapRes_0007",
      "type": "Venture_Capital_Resources",
      "title": "50 Most Common VC Interview Questions",
      "description": "Compiles the 50 most frequently asked questions in VC interviews.",
      "url": "https://www.joinleland.com/library/a/50-most-common-venture-capital-interview-questions"
    },
    {
      "ref": "VenCapRes_0008",
      "type": "Venture_Capital_Resources",
      "title": "37 VC Interview Questions with Answers",
      "description": "Provides a set of 37 venture capital interview questions along with suggested answers.",
      "url": "https://sg.indeed.com/career-advice/interviewing/venture-capital-interview-questions"
    },
    {
      "ref": "HedFunRes_0001",
      "type": "Hedge_Fund_Resources",
      "title": "Hedge Fund Interview Questions",
      "description": "A collection of common interview questions faced during hedge fund interviews.",
      "url": "https://www.wallstreetoasis.com/resources/interviews/hedge-funds-interview-questions"
    },
    {
      "ref": "HedFunRes_0002",
      "type": "Hedge_Fund_Resources",
      "title": "Hedge Fund Primer",
      "description": "An introductory guide to understanding the basic concepts and strategies of hedge funds.",
      "url": "https://www.wallstreetprep.com/knowledge/hedge-fund"
    },
    {
      "ref": "HedFunRes_0003",
      "type": "Hedge_Fund_Resources",
      "title": "How to Get a Job at a Hedge Fund",
      "description": "Detailed strategies and advice for landing a job in the hedge fund industry.",
      "url": "https://mergersandinquisitions.com/how-to-get-a-job-at-a-hedge-fund/"
    },
    {
      "ref": "HedFunRes_0004",
      "type": "Hedge_Fund_Resources",
      "title": "Articles on Hedge Funds",
      "description": "A compilation of various articles providing in-depth insights into the hedge fund industry.",
      "url": "https://www.streetofwalls.com/articles/hedge-fund/"
    },
    {
      "ref": "HedFunRes_0005",
      "type": "Hedge_Fund_Resources",
      "title": "Top 20 HF Interview Q&A",
      "description": "Top 20 questions and answers to expect in a hedge fund interview.",
      "url": "https://www.wallstreetmojo.com/hedge-fund-interview-questions/"
    },
    {
      "ref": "HedFunRes_0006",
      "type": "Hedge_Fund_Resources",
      "title": "More HF Interview Q&A",
      "description": "Additional hedge fund interview questions that could be crucial for candidates.",
      "url": "https://www.daytrading.com/hedge-fund-interview-questions"
    },
    {
      "ref": "HedFunRes_0007",
      "type": "Hedge_Fund_Resources",
      "title": "40 Hedge Fund Interview Questions (with Sample Answers)",
      "description": "A robust list of 40 hedge fund interview questions along with guidance on sample answers.",
      "url": "https://uk.indeed.com/career-advice/interviewing/hedge-fund-interview-questions"
    },
    {
      "ref": "HedFunRes_0008",
      "type": "Hedge_Fund_Resources",
      "title": "How to Prepare for a HF Interview",
      "description": "A comprehensive guide to preparing for hedge fund interviews, covering what to know and how to present oneself.",
      "url": "https://www.selbyjennings.com/blog/2023/05/preparing-for-a-hedge-fund-interview-your-comprehensive-guide"
    },
    {
      "ref": "HedFunRes_0009",
      "type": "Hedge_Fund_Resources",
      "title": "Hedge Fund Interview Questions: What to Expect, and What to Ask",
      "description": "Insight into what candidates can expect to face in hedge fund interviews and suggestions on what questions to ask.",
      "url": "https://www.efinancialcareers.sg/news/2023/05/hedge-fund-interview-questions"
    },
    {
      "ref": "HedFunRes_0010",
      "type": "Hedge_Fund_Resources",
      "title": "Most Frequently Asked HF Interview Questions",
      "description": "Lists the most frequently asked questions in hedge fund interviews, complete with answers.",
      "url": "https://www.buysidehustle.com/most-frequently-asked-hedge-fund-interview-questions-and-answers/"
    },
    {
      "ref": "AccRes_0001",
      "type": "Accounting_Resources",
      "title": "Accounting Interview Questions",
      "description": "A list of common questions asked during accounting interviews.",
      "url": "https://www.wallstreetoasis.com/resources/interviews/accounting-interview-questions"
    },
    {
      "ref": "AccRes_0002",
      "type": "Accounting_Resources",
      "title": "Fundamentals of Free Cash Flow (FCF)",
      "description": "Explains the basics of calculating and analyzing free cash flow, an essential concept in accounting and finance.",
      "url": "https://www.wallstreetprep.com/knowledge/operating-cash-flow-ocf/"
    },
    {
      "ref": "AccRes_0003",
      "type": "Accounting_Resources",
      "title": "Tips for Accounting Interview",
      "description": "Provides practical tips to excel in accounting interviews, focusing on how to present technical knowledge and soft skills.",
      "url": "https://www.robertwalters.co.uk/insights/career-advice/blog/five-accounting-interview-tips.html"
    },
    {
      "ref": "AccRes_0004",
      "type": "Accounting_Resources",
      "title": "Top 128 Accounting Interview Q&A",
      "description": "A comprehensive list of accounting interview questions and answers, covering a wide range of topics in the field.",
      "url": "https://www.shiksha.com/online-courses/articles/top-accounting-interview-questions-answers/"
    },
    {
      "ref": "AccRes_0005",
      "type": "Accounting_Resources",
      "title": "How to Prepare for Accounting Interview",
      "description": "Discusses strategies to prepare for an accounting interview, including understanding what recruiters are looking for.",
      "url": "https://www.franklin.edu/blog/accounting-mvp/accounting-interview-questions"
    },
    {
      "ref": "AccRes_0006",
      "type": "Accounting_Resources",
      "title": "Guide for an Accounting Interview",
      "description": "A guide to preparing for accounting interviews, offering insights into the types of questions and how to answer them effectively.",
      "url": "https://accountingsoftwareanswers.com/accounting-interview-questions/"
    },
    {
      "ref": "AccRes_0007",
      "type": "Accounting_Resources",
      "title": "How to Prepare for Accounting Interview Questions",
      "description": "Provides a detailed approach to preparing for accounting interviews, emphasizing the importance of practical examples to illustrate accounting skills.",
      "url": "https://www.sienaheights.edu/how-to-prepare-for-accounting-interview-questions/"
    },
    {
      "ref": "RisAnaRes_0001",
      "type": "Risk_Analyst_Resources",
      "title": "6 Risk Analyst Interview Questions with Sample Answers",
      "description": "This page provides a curated list of interview questions specifically for risk analyst positions along with detailed sample answers to help candidates prepare effectively.",
      "url": "https://www.remoterocketship.com/advice/6-risk-analyst-interview-questions-with-sample-answers"
    },
    {
      "ref": "RisAnaRes_0002",
      "type": "Risk_Analyst_Resources",
      "title": "Common Interview Questions: Credit Risk Analysts",
      "description": "Investopedia outlines common interview questions faced by credit risk analysts, offering insights into the skills and knowledge expected in the role.",
      "url": "https://www.investopedia.com/articles/professionals/111115/common-interview-questions-credit-risk-analysts.asp"
    },
    {
      "ref": "RisAnaRes_0003",
      "type": "Risk_Analyst_Resources",
      "title": "Top 15 Risk Analyst Job Interview Questions, Answers & Tips",
      "description": "ZipRecruiter presents a list of top interview questions for risk analysts, including tips on how to answer and what employers are looking for.",
      "url": "https://www.ziprecruiter.com/career/job-interview-question-answers/risk-analyst"
    },
    {
      "ref": "RisAnaRes_0004",
      "type": "Risk_Analyst_Resources",
      "title": "How To Become a Risk Analyst: 6 Steps",
      "description": "Indeed guides on the steps to becoming a risk analyst, detailing necessary education, skills, and career paths.",
      "url": "https://www.indeed.com/career-advice/finding-a-job/how-to-become-risk-analyst"
    },
    {
      "ref": "RisAnaRes_0005",
      "type": "Risk_Analyst_Resources",
      "title": "Top 40 Risk Management Interview Questions",
      "description": "The Knowledge Academy provides a comprehensive list of risk management interview questions to help candidates prepare for interviews in risk management roles.",
      "url": "https://www.theknowledgeacademy.com/blog/risk-management-interview-questions/"
    },
    {
      "ref": "ITRes_0001",
      "type": "IT_Resources",
      "title": "How to Become a Financial Data Scientist",
      "description": "This article outlines the initial steps necessary to pursue a career as a financial data scientist, emphasizing the importance of mastering statistical concepts and analytical skills.",
      "url": "https://www.projectpro.io/article/financial-data-scientist/925"
    },
    {
      "ref": "ITRes_0002",
      "type": "IT_Resources",
      "title": "Data Science in Finance [Career Guide]",
      "description": "The guide explores the role of data science in the finance sector, detailing the skills required and the impact of data science on financial strategies and decisions.",
      "url": "https://onlinedegrees.sandiego.edu/data-science-in-finance/"
    },
    {
      "ref": "ITRes_0003",
      "type": "IT_Resources",
      "title": "How can I best prepare for a career as a Financial Data Scientist?",
      "description": "This FAQ section provides insights into the preparations necessary for a career as a financial data scientist, with tips on education, skills development, and practical experience.",
      "url": "https://www.jobzmall.com/careers/financial-data-scientist/faqs/how-can-i-best-prepare-for-a-career-as-a-financial-data-scientist"
    }
  ]
}
'''

GAP_SCHEMA = '''
{
  "$schema": "http://json-schema.org/draft-07/schema#",
  "title": "FinancialKnowledgeGap",
  "type": "object",
  "properties": {
    "gap_list": {
      "type": "array",
      "description": "An array listing all the identified gaps the candidates need to overcome",
      "items": {
        "type": "string",
        "description": "A gap the candidate needs to overcome"
      }
    }
  },
  "required": ["gap_list"]
}
'''

REMEDIAL_SCHEMA = '''
{
  "$schema": "http://json-schema.org/draft-07/schema#",
  "title": "GroupedFinancialResources",
  "type": "object",
  "properties": {
    "remedial_resources": {
      "type": "array",
      "description": "An array of exactly two objects, each containing information about a financial resource",
      "items": {
        "type": "object",
        "properties": {
          "gap": {
            "type": "string",
            "enum": ["Gap A", "Gap B"]
          },
          "gap_category": {
            "type": "string",
            "description": "The title of the category"
          },
          "remedial": {
            "type": "string",
            "description": "Explain how these resources will help the candidate overcome a specific gap"
          },
          "sources": {
            "type": "array",
            "description": "An array of financial resource URLs with metadata",
            "items": {
              "type": "string",
              "description": "A reference to a financial resource URL with metadata"
            }
          },
          "reasonings": {
            "type": "array",
            "description": "An array of reasons why these resources are relevant",
            "items": {
              "type": "string"
            }
          }
        },
        "required": ["gap", "gap_category", "remedial", "sources", "reasonings"]
      },
      "minItems": 2,
      "maxItems": 2
    }
  },
  "required": ["remedial_resources"]
}
'''

REMEDIAL_SCHEMA_CONST = '''
{
  "$schema": "http://json-schema.org/draft-07/schema#",
  "definitions": 
  {
    "references": 
    {
      "type":"array",
      "description":"A list of references to material useful to bridge a gap in knowledge",
      "items": 
      {
        "type":"object",
        "properties": 
        {
          "source":
          {
            "type": "string",
            "enum": ["value1", "value2", "value3", "value4", "value5"]
          },
          "explanation":
          {
              "type":"string",
              "description":"How this resource can help the candidate bridge the gap in knowledge"
          }
        }
      }
    }
  },
  "title": "GroupedFinancialResources",
  "type": "object",
  "properties": {},
  "required": []
}

'''

GAP_PROPERTIES_EXAMPLE='''
        "gap_1":
        {
          "type":"object",
          "properties":
          {
            "gap": 
            {
              "type": "string",
              "const": "some value here"
            },
            "sources": 
            {
              "$ref": "#/definitions/references"
            }
          },
          "required": ["gap", "sources"]
        },
'''