print.py

import json

pgvector = json.dumps({'method': 'post', 'url': '/deployments/km-gpt4-1106/chat/completions', 'files': None, 'json_data': {'messages': [{'role': 'system', 'content': "You are an expert Q&A system that is trusted around the world.\nIt is imperative that you always answer the question, even if the context isn't helpful. You should preferrably get information from the context though.\nIf your answer does not include information from the context, or the context was empty, prefix your response with '__NO_CTX__'\nSome rules to follow:\n1. Never directly reference the given context in your answer.\n2. Avoid statements like 'Based on the context, ...' or 'The context information ...' or anything along those lines."}, {'role': 'user', 'content': 'Context information from multiple sources is below.\n---------------------\nfile_path: /Users/ben/Dev/sxnths/valthena/django-llm-portal/data/km/EN/CV_LASPEYRES_Louis_ENG_20221027.pptx\n\nSlide #0: \nLouis LASPEYRES – Consultant\nCarmignac - Implementation of a direct client distribution (D2C) platform\nConsultant \nDesign and deployment of a platform dedicated to private investors\nProduction of deliverables related to project management - steering committee, operational committee and ad hoc meetings \nParticipation in meetings with the digital service provider to understand the functionalities of the new tool in order to evaluate its feasibility \nRedesign of the order placement process - formalized workflows validated by the client\nParticipation in data migration work (statistics, migration strategy, subdivision...)\nContribution to the formalization of the analysis and definition of the regulatory trajectory\nParticipation in work related to interfaces - Perimeter of interfaces, collection of examples, mapping specifications...)\nMinistère des armées - Implementation of a pay calculator tool\nConsultant\nConducting the functional acceptance of balance systems\nManage the entire project in collaboration with the project manager, architects and developers\nPlan management and release initiation \nPwC\nBusiness developer \nParticipation in the elaboration of account plans (strategy, key data, issues, objectives...)\nDrafting of qualitative comments on counterparties (market positioning)\nAnalysis of monthly revenue reports by sector in order to evaluate sales performance \nFor a consulting firm \nConsultant \nOrganization and supervision of internal and external quality audits\nSupervision of the proper understanding and application of quality procedures through various methodological trainings \nPreparation of specific certification and accreditation procedures\nProfessional experience in leading consulting firms (PwC, MC2i...)\nExpertise in leading large-scale IT and transformation projects\nIT & Transformation\nServices financiers\nCustomer focus\nProject management\nEM Normandie Business School\nFrench: Mother tongue\nAnglais: Fluent\nManagement Consulting\nFinancial services \nOther functions (risk, compliance, HR...)\nBusiness expertises\nKey skills\nEducation and languages\n\n Image: a man with a beard standing in front of a blue sky\n\nfile_path: /Users/ben/Dev/sxnths/valthena/django-llm-portal/data/km/EN/CV_MASSON PILET_Quentin_ENG_20221027.pptx\n\nSlide #0: \nQuentin MASSON-PILET – Consultant\nMy Money Group: Steer the well integration of the central functions (Finance, Risk, Compliance, HR functions) as part of the acquisition of the retail banking activities of a French bank\x0b\nIdentify risks and issues\nEnsure teams have the good information to complete their projects\nFacilitate workshops\nMonitor overall project delivery\nReview and steer the delivery of processes\nPSA: Support the implementation of a shared service center in Asia\n\nAssist the business during the design phase\nDefine the global change management plan\nReview the service agreement\nDesign logistic processes \nInvestment funds: Buyer due diligences (+100 €M turnover)\n\nCollect data (data base, public communications, broker notes and interviews)\nBusiness plan and financial analysis\nIdentify new sources of revenue\nBNP Cardif: Assist the marketing director for the home and automotive portfolio review & Design a new offer\n\nAnalyze the home and automotive portfolio\nIdentify new opportunities and partnership\nDesign a new mobility offer \n2 years of strategy & management consulting\u200b\nExperienced in program management methodology\nProgram management\nOrganization & process\nTarget operating model implementation\nPortfolio review\nStrategic due diligence\nChange management\nESSEC Business School\nFrench: Mother tongue\nEnglish: Professional\nManagement & organization consulting\nInvestment firm\nRetail banking\nInsurer\nBusiness expertises\nKey skills\nEducation and langages\n\n Image: a man in a suit and tie posing for a picture\n\nfile_path: /Users/ben/Dev/sxnths/valthena/django-llm-portal/data/km/EN/CV_SEVRAIN_Thomas_ENG_20221108.pptx\n\nSlide #0: \n\n Image: a man wearing a suit and tie\n\nThomas SEVRAIN – Manager\nCarmignac – Implementation of a direct client distribution (D2C) platform\nProject manager\nProject management and framing\nVendor selection\nDesign target business processes for the full client journey, including :\t\nProspect conversion and new client on-boarding\nCustomer relationship management and other client requests (CLM)\nAccount opening/closing\nOrder and transaction management\nRegulatory requirements implementation (AML, MIFID, MIFID-ESG)\nUFF (Abeille Vie group): Transformation program in order to reach AML requirements (KYC, screening, risk scoring and transaction monitoring)\nProject manager\nProject management and framing\nTarget business processes design (functional scope : screening, KYC and transactions monitoring)\nIT impact analysis & functional design\nTesting strategy\nChange strategy and management\nPrime Ministry services: regional IT support team merger (national program, 13 region involved with 3 to 4 teams to merge by region)\nConsultant\nProgram management\nOrganisation design\nStrategic workforce planning\nTarget operating model implementation\nChange management\nLOXAM: IT Service Catalogue definition\nMinister of the Interior (french Home Secretary): IT roadmap definition\n\n7 years of management & organization consulting\u200b. \nStrong experience in transformation programs, project and program management methodology\nDigital transformation\nProjet management\nOrganisation & process\nTarget operating model implementation\nChange management\nVendor selection\n\nIPAG Business School – Master’s degree\nFrench: Mother tongue\nEnglish: fluent\nManagement & organization consulting\nPrivate banking\nAsset management\nFrench public sector\nBusiness expertises\nKey skills\nEducation and languages\n\nfile_path: /Users/ben/Dev/sxnths/valthena/django-llm-portal/data/km/EN/CV_LACOSTE_Vianney_EN_20221115.pptx\n\nSlide #0: \nVianney LACOSTE - Consultant\nMymoneyBank – Transformation project due to the acquisition of HSBC Retail Banking\nIT / Migration testing coordinator\nTesting implementation / execution / management\nCoordination and Reporting \nMonitor overall project delivery\nSteering of testing strategy following KPIs\nEY – Audit of several companies \nFinancial and process auditor\nAudit of accounting and processes in classical industry (Thales, Total, France TV) and Retail Banking (Credit Du Nord - Societe Generale)\nProcess Analysis\nFinancial and Accounting Risk management analysis\n\nBNP Paribas – General Inspection\nCoordinator Assistant\nCoordination of the internal audit missions\nRecommandation analysis and monitoring\nProcess improvement\nHR tools transformation\n\nAltéo Conseil – Commercial development and Project management\nCommercial development\nCall of tenders strategy\nProject lead on market analysis and position recommandations\n1 year Audit and Consulting experiences.\nExperienced in process audit, analysis and transformation\nStrategy\nDigital transformation\nProjet / Change management\nOrganization\nProcess audit and analysis\nCommunication\nNEOMA Business School – Master’s degree\nPreparation Class ECS – Lycée Alexandre Dumas\nIndian Institute of Lucknow – Management Master\nFrench: Mother tongue\nEnglish: fluent\nManagement & organization consulting\nFinancial Services\nAccounting processes\nAudit\nBusiness expertises\nKey skills\nEducation and languages\n\n Image: a man in a suit and tie posing for a picture\n\nfile_path: /Users/ben/Dev/sxnths/valthena/django-llm-portal/data/km/EN/CV_ALBIGES_J├йr├йmie_ENG_20230109.pptx\n\nSlide #0: \nJérémie ALBIGES-MANIGOT – Senior Consultant\nCONSULTING AND COACHING EXPERIENCE\nAllianz Partners - Project leader for the finance department transformation\nObjective: Homogenization of processes and tools across 28 countries\n• French delegate for Finance with the Global team (Robotization implementation, department reorganization, global tool implementation),\n• Managing a team of 5 people,\n• Leading Agile @Scale reorganization of the project.\n\nLa Banque Postale - QA Project Manager\nObjective: Launch of the neobank Ma French Bank\n• In charge of ensuring new tools answered customer\'s needs. \n• Harmonized development and tests streams in all areas of the bank\'s business,\n• Animated steering committees,\n• Led pre-commercialization testing of the business model,\n• Supported the Contact Center at launch\n\nLean startup & design thinking coach\n• Coaching of entrepreneurs from the TEG Campus program during a hackathon week,\n• Facilitation of Design Thinking workshops with the AJ&Smart\'s problem solving and decision-making tools.\n\nOTHER EXPERIENCES\n▪ CREDIT AGRICOLE, FINANCIAL ADVISOR\n• Customer relations: sales and advice on financial investments and insurance, market research of customers, commercial proposals,\n• Management: client portfolio, means of payment, setting up and monitoring of real estate files, consumer loans or revolving credit,\n\n▪ EDF, MARKETING PROJECT MANAGER on Smart Electric Lyon" (Saas B2C solution) and "Mon Budget Electricité Maitrisé" (mobile app)\n• Briefed dev team with functional and compliance specifications and target consumer’s insights.\n• Conducted consumer research and beta tester\'s onboarding,\n• In charge of go to market implementation: delivered training materials, project summaries, sales pitch and trained sales team\n\nExperienced Senior consultant, having led projects in various industries such as banking, insurance and energy. Jérémie combine operational skills, project management and design thinking skills\nProject management\nMarketing\nProcess optimisation\nEntrepreneurship (Design \nThinking, Lean Startup)\nProject management tools (Jira, Trello, MS Project, Klaxoon…)\n\nKEDGE Business School -Master in marketing and corporate strategies\nPRINCE2® Practitioner\nKLAP - Passez au Design Thinking\nFrench: Mother tongue\nEnglish: fluent (C1)\nBanking\nInsurance\nEnergy\nBusiness expertises\nKey skills\nEducation and languages\n\n Image: a man wearing a blue shirt and blue jeans\n\nProfessional Experience\nFreelance\nSquare\nCredit Agricole\nEDF\n---------------------\nGiven the information from multiple sources or with your prior knowledge, answer the query.\nQuery: Can you please give a list of people with expertise in KYC ?\nAnswer: '}], 'model': 'km-gpt4-1106', 'stream': True, 'temperature': 0.15}, 'headers': {'api-key': ''}},
           indent=4)
qdrant = json.dumps({'method': 'post', 'url': '/deployments/km-gpt4-1106/chat/completions', 'files': None, 'json_data': {'messages': [{'role': 'system', 'content': "You are an expert Q&A system that is trusted around the world.\nIt is imperative that you always answer the question, even if the context isn't helpful. You should preferrably get information from the context though.\nIf your answer does not include information from the context, or the context was empty, prefix your response with '__NO_CTX__'\nSome rules to follow:\n1. Never directly reference the given context in your answer.\n2. Avoid statements like 'Based on the context, ...' or 'The context information ...' or anything along those lines."}, {'role': 'user', 'content': "Context information from multiple sources is below.\n---------------------\nfile_path: /Users/ben/Dev/sxnths/valthena/django-llm-portal/data/km/EN/CV_MASSON PILET_Quentin_ENG_20221027.pptx\n\nSlide #0: \nQuentin MASSON-PILET – Consultant\nMy Money Group: Steer the well integration of the central functions (Finance, Risk, Compliance, HR functions) as part of the acquisition of the retail banking activities of a French bank\x0b\nIdentify risks and issues\nEnsure teams have the good information to complete their projects\nFacilitate workshops\nMonitor overall project delivery\nReview and steer the delivery of processes\nPSA: Support the implementation of a shared service center in Asia\n\nAssist the business during the design phase\nDefine the global change management plan\nReview the service agreement\nDesign logistic processes \nInvestment funds: Buyer due diligences (+100 €M turnover)\n\nCollect data (data base, public communications, broker notes and interviews)\nBusiness plan and financial analysis\nIdentify new sources of revenue\nBNP Cardif: Assist the marketing director for the home and automotive portfolio review & Design a new offer\n\nAnalyze the home and automotive portfolio\nIdentify new opportunities and partnership\nDesign a new mobility offer \n2 years of strategy & management consulting\u200b\nExperienced in program management methodology\nProgram management\nOrganization & process\nTarget operating model implementation\nPortfolio review\nStrategic due diligence\nChange management\nESSEC Business School\nFrench: Mother tongue\nEnglish: Professional\nManagement & organization consulting\nInvestment firm\nRetail banking\nInsurer\nBusiness expertises\nKey skills\nEducation and langages\n\n Image: a man in a suit and tie posing for a picture\n\nfile_path: /Users/ben/Dev/sxnths/valthena/django-llm-portal/data/km/EN/CV_LACOSTE_Vianney_EN_20221115.pptx\n\nSlide #0: \nVianney LACOSTE - Consultant\nMymoneyBank – Transformation project due to the acquisition of HSBC Retail Banking\nIT / Migration testing coordinator\nTesting implementation / execution / management\nCoordination and Reporting \nMonitor overall project delivery\nSteering of testing strategy following KPIs\nEY – Audit of several companies \nFinancial and process auditor\nAudit of accounting and processes in classical industry (Thales, Total, France TV) and Retail Banking (Credit Du Nord - Societe Generale)\nProcess Analysis\nFinancial and Accounting Risk management analysis\n\nBNP Paribas – General Inspection\nCoordinator Assistant\nCoordination of the internal audit missions\nRecommandation analysis and monitoring\nProcess improvement\nHR tools transformation\n\nAltéo Conseil – Commercial development and Project management\nCommercial development\nCall of tenders strategy\nProject lead on market analysis and position recommandations\n1 year Audit and Consulting experiences.\nExperienced in process audit, analysis and transformation\nStrategy\nDigital transformation\nProjet / Change management\nOrganization\nProcess audit and analysis\nCommunication\nNEOMA Business School – Master’s degree\nPreparation Class ECS – Lycée Alexandre Dumas\nIndian Institute of Lucknow – Management Master\nFrench: Mother tongue\nEnglish: fluent\nManagement & organization consulting\nFinancial Services\nAccounting processes\nAudit\nBusiness expertises\nKey skills\nEducation and languages\n\n Image: a man in a suit and tie posing for a picture\n\nfile_path: /Users/ben/Dev/sxnths/valthena/django-llm-portal/data/km/EN/CV_LASPEYRES_Louis_ENG_20221027.pptx\n\nSlide #0: \nLouis LASPEYRES – Consultant\nCarmignac - Implementation of a direct client distribution (D2C) platform\nConsultant \nDesign and deployment of a platform dedicated to private investors\nProduction of deliverables related to project management - steering committee, operational committee and ad hoc meetings \nParticipation in meetings with the digital service provider to understand the functionalities of the new tool in order to evaluate its feasibility \nRedesign of the order placement process - formalized workflows validated by the client\nParticipation in data migration work (statistics, migration strategy, subdivision...)\nContribution to the formalization of the analysis and definition of the regulatory trajectory\nParticipation in work related to interfaces - Perimeter of interfaces, collection of examples, mapping specifications...)\nMinistère des armées - Implementation of a pay calculator tool\nConsultant\nConducting the functional acceptance of balance systems\nManage the entire project in collaboration with the project manager, architects and developers\nPlan management and release initiation \nPwC\nBusiness developer \nParticipation in the elaboration of account plans (strategy, key data, issues, objectives...)\nDrafting of qualitative comments on counterparties (market positioning)\nAnalysis of monthly revenue reports by sector in order to evaluate sales performance \nFor a consulting firm \nConsultant \nOrganization and supervision of internal and external quality audits\nSupervision of the proper understanding and application of quality procedures through various methodological trainings \nPreparation of specific certification and accreditation procedures\nProfessional experience in leading consulting firms (PwC, MC2i...)\nExpertise in leading large-scale IT and transformation projects\nIT & Transformation\nServices financiers\nCustomer focus\nProject management\nEM Normandie Business School\nFrench: Mother tongue\nAnglais: Fluent\nManagement Consulting\nFinancial services \nOther functions (risk, compliance, HR...)\nBusiness expertises\nKey skills\nEducation and languages\n\n Image: a man with a beard standing in front of a blue sky\n\nfile_path: /Users/ben/Dev/sxnths/valthena/django-llm-portal/data/km/EN/CV_CHOURA_Cyrine_ENG_20230206.pptx\n\nSlide #0: \nCyrine CHOURA - Consultant\nPrevious experiences in insurance and project management\nChange management\nBenchmark\nCustomer journey\nStrategy\nProject management\n\n\n\n\nMSc Business Consulting & Digital Transformation – SKEMA Business School \nFrench: Native\nEnglish: Fluent\nArabic: Native\nMandarin : Beginner \nTransformation consulting \nInsurance\nReinsurance\nBusiness expertise\nKey competencies\nTraining and languages\nDetailed experience\n\n Image: a woman in a black shirt and black pants posing for a picture\n\nAllianz France - Insurance\nConsultant \nWithin a project monitoring unit, with the objective of monitoring the obsolescence of the client's systems and IT equipment. \nContribution to the update of the various repositories, files and maps related to the projects monitored by the unit. \nAnimation of project follow-up meetings (surrounding evolution of the projects, risks and budget). \nWriting summaries, reports and meeting minutes. \nContribute to the creation of the deliverables to be presented during the various committees (weekly, monthly and quarterly). \nConducted a comparative analysis serving as tests for the migration of the database allowing to have the extractions and the perimeter followed by the unit. \nContribution to planning of a campaign aimed at reducing the obsolescence curve. \nEA Pharma – Pharmaceutical group\nConsultant\nContribution to the preparation of a project plan aimed at improving sales on the official website of the group's brands.\nBenchmark.\nSet up of key performance indicators (KPIs).\nProposal of a marketing strategy.\nProducing communication content, visuals and user guides.\nContribution to the implementation of a chatbot to improve the user experience.\nFacilitate meetings and presentations with the teams to present progress and recommendations.\nMarsh – Insurance and Reinsurance broker\nAccount Representative \nGather information needed for quotations and underwriting.\nIdentify the insurance risks faced by the client according to his sector of activity.\nContribute to the preparation of recommendations for clients on new covers adapted to their activity and sector.\nCarry out comparisons of quotes offered by reinsurers therefore allowing customers to make decisions in terms of insurance coverage.\nPrepare placing slips including warranty limits, deductibles, coverage period, premiums and conditions.\nParticipate in the preparation of Reinsurance tenders.\nPrepare new policies and endorsements in accordance with established procedures.\n\n\nSlide #1: \nCyrine CHOURA – Consultant\n\nPharmaTrend – Parapharmacy (Online)\nSocial Media Management \nProduce communication content \nContribution to the creation of the website \nIdentification of areas for improvement and recommendations during the creation of graphic models \nContribution to the writing of the content of the website and social networks \n\n\n Image: a woman in a black shirt and black pants posing for a picture\n\nfile_path: /Users/ben/Dev/sxnths/valthena/django-llm-portal/data/km/EN/CV_SAKHOCHIAN St├йphanie_ENG_20221123.pptx\n\nSlide #1: \nStéphanie SAKHOCHIAN – Partner CIO Advisory\nSTIME (Les Mousquetaires Group) – (2019 – 2022) \nSteering of Financial department IS transformations  (CEGID XRP Ultimate, TM1, Service Now…)\nImplementation of a new Procurement process (300 M €/ year) : 100% of the company purchases managed with purchase orders\nAutomation of supplier invoice collection and reconciliation with purchase orders \nModernization of the billing process : automation, improvement of the analytics data and billing reports,\nImplementation of reporting tools for procurement, billing, margin follow-up\nDesigning the governance of the STIME management repositories (organization, internal and external staff) and steering IS evolutions to ensure synchronization between the master and slave repositories\nCOVEA – (10 months – 2018-2019) - Cernay 2 project -  Management of the collection/preparation of COVEA new organization’s data\nOrganization and tools for data collection work: identification of the data to be collected, their format and the sources to be used, collection schedule, design of Excel and web tools to automate the work.\nCollecting and checking data by iterations from a hundred or so contributors with highly variable levels of quality and constant changes linked in particular to staff mobility. It included :\nA complete overhaul of the HR structures of the entire COVEA Group and its brands (i.e. approximately 4,700 entities) and the associated budgetary structures\nThe reassignment of 22,000 employees and 4,000 external staff to these new HR structures\nOrganization of the sequencing of data file preparation and loading actions into nearly 150 IS of the group and the brands in big bang mode.\nParticipating in tests and blank switchovers.\nPost-changeover assistance to users.\nECONOCOM – (9 months – 2017-2018) - Steering the RFI and RFP on IT Leasing's back-office management solutions\nOrganization and execution of an anonymous RFI to identify market solutions that could a priori meet Econocom's needs\nOrganization and management of the call for tenders with 3 selected publishers\nCoordination of internal teams for the preparation of the specifications and the contextualised demonstration scenario as well as for the evaluation of the offers\nAnalysis of the offers (functional and financial aspects)\nDrafting of intermediate files and the final selection file - recommendations\n\nDetailed experience\n\n Image: a woman in a suit and tie smiling\n---------------------\nGiven the information from multiple sources or with your prior knowledge, answer the query.\nQuery: Can you please give a list of people with expertise in KYC ?\nAnswer: "}], 'model': 'km-gpt4-1106', 'stream': True, 'temperature': 0.15}, 'headers': {'api-key': ''}},
           indent=4)

with open("req.pgvector.json","w") as f:
    f.write(pgvector)

with open("req.qdrant.json","w") as f:
    f.write(qdrant)