Add application file

requirements.txt

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+langchain.text_splitter import RecursiveCharacterTextSplitter
+from langchain_community.document_loaders import WebBaseLoader
+from langchain_community.vectorstores import Chroma
+from langchain_community.embeddings import HuggingFaceEmbeddings
+from langchain_community.tools.tavily_search import TavilySearchResults
+from langchain.schema import Document
+from langgraph.graph import END, StateGraph
+from typing_extensions import TypedDict

wragby.json

@@ -0,0 +1,200 @@
+{
+    "urls": [
+        "https://www.wragbysolutions.com/category/uncategorized/",
+        "https://www.wragbysolutions.com/category/design-agency/",
+        "https://www.wragbysolutions.com/category/development/",
+        "https://www.wragbysolutions.com/category/innovation/",
+        "https://www.wragbysolutions.com/category/marketing/",
+        "https://www.wragbysolutions.com/category/technology/",
+        "https://www.wragbysolutions.com/category/blog/",
+        "https://www.wragbysolutions.com/portfolio-item/",
+        "https://www.wragbysolutions.com/portfolio-item/server-migration/",
+        "https://www.wragbysolutions.com/portfolio-item/enterprise-data-warehouse/",
+        "https://www.wragbysolutions.com/portfolio-item/server-optimization/",
+        "https://www.wragbysolutions.com/portfolio-item/security-2/",
+        "https://www.wragbysolutions.com/portfolio-item/security/",
+        "https://www.wragbysolutions.com/portfolio-item/modern-work-security/",
+        "https://www.wragbysolutions.com/portfolio-item/microsoft-enterprise-mobility/",
+        "https://www.wragbysolutions.com/portfolio-item/app-modernization-cloud-adoption/",
+        "https://www.wragbysolutions.com/portfolio-item/business-process-automation-2/",
+        "https://www.wragbysolutions.com/portfolio-item/business-process-automation/",
+        "https://www.wragbysolutions.com/portfolio-item/application-modernization/",
+        "https://www.wragbysolutions.com/portfolio-item/application-modernization-2/",
+        "https://www.wragbysolutions.com/portfolio-item/business-applications/",
+        "https://www.wragbysolutions.com/portfolio-item/analytics-azure-specialization/",
+        "https://www.wragbysolutions.com/portfolio-item/microsoft-dynamics-365-and-power-bi/",
+        "https://www.wragbysolutions.com/portfolio-item/sap-africa-partner-awards/",
+        "https://www.wragbysolutions.com/portfolio-item/enterprise-mobility-award/",
+        "https://www.wragbysolutions.com/portfolio-item/partner-of-the-year/",
+        "https://www.wragbysolutions.com/portfolio-item/partner-of-the-year-award/",
+        "https://www.wragbysolutions.com/portfolio-item/cloud-partner-award/",
+        "https://www.wragbysolutions.com/portfolio-item/identity-network-specialization/",
+        "https://www.wragbysolutions.com/portfolio-item/azure-specialization-2/",
+        "https://www.wragbysolutions.com/portfolio-item/data-ai-specialization/",
+        "https://www.wragbysolutions.com/portfolio-item/azure-complete/",
+        "https://www.wragbysolutions.com/portfolio-item/modern-work-specialization/",
+        "https://www.wragbysolutions.com/portfolio-item/azure-specialization/",
+        "https://www.wragbysolutions.com/portfolio-item/azure-expert-msp/",
+        "https://www.wragbysolutions.com/",
+        "https://www.wragbysolutions.com/data-artificial-intelligence/",
+        "https://www.wragbysolutions.com/gender-policy/",
+        "https://www.wragbysolutions.com/information-security-policy/",
+        "https://www.wragbysolutions.com/workwithus/",
+        "https://www.wragbysolutions.com/veivom/",
+        "https://www.wragbysolutions.com/business-intelligence-platform/",
+        "https://www.wragbysolutions.com/api/",
+        "https://www.wragbysolutions.com/microsoft-dynamics-365/",
+        "https://www.wragbysolutions.com/banking-services/",
+        "https://www.wragbysolutions.com/sap-business/",
+        "https://www.wragbysolutions.com/modern-workplace-solutions/",
+        "https://www.wragbysolutions.com/digital-and-app-innovations/",
+        "https://www.wragbysolutions.com/governance-risk-compliance/",
+        "https://www.wragbysolutions.com/governance-risk-compliance-2/",
+        "https://www.wragbysolutions.com/google-cloud-services/",
+        "https://www.wragbysolutions.com/aws-cloud-services/",
+        "https://www.wragbysolutions.com/sap-cloud-services/",
+        "https://www.wragbysolutions.com/about-us/",
+        "https://www.wragbysolutions.com/events-media/",
+        "https://www.wragbysolutions.com/our-services/",
+        "https://www.wragbysolutions.com/sustainability-policy-2/",
+        "https://www.wragbysolutions.com/cookies-policy/",
+        "https://www.wragbysolutions.com/terms-and-conditions/",
+        "https://www.wragbysolutions.com/privacy-policy/",
+        "https://www.wragbysolutions.com/portfolio/case-studies/",
+        "https://www.wragbysolutions.com/careers/",
+        "https://www.wragbysolutions.com/microsoft-cloud-services/",
+        "https://www.wragbysolutions.com/sap-hana-s-4-hana/",
+        "https://www.wragbysolutions.com/sample-page/",
+        "https://www.wragbysolutions.com/blog/business-script-list/",
+        "https://www.wragbysolutions.com/blog/modern-work-specialization/",
+        "https://www.wragbysolutions.com/portfolio/info-overlay/",
+        "https://www.wragbysolutions.com/portfolio/info-follow/",
+        "https://www.wragbysolutions.com/portfolio/linear-list/",
+        "https://www.wragbysolutions.com/portfolio/boxed-list/",
+        "https://www.wragbysolutions.com/portfolio/zoom/",
+        "https://www.wragbysolutions.com/portfolio/portal-carousel/",
+        "https://www.wragbysolutions.com/portfolio/hover-gallery/",
+        "https://www.wragbysolutions.com/blog/five-column-wide/",
+        "https://www.wragbysolutions.com/blog/four-columns/",
+        "https://www.wragbysolutions.com/blog/three-columns/",
+        "https://www.wragbysolutions.com/blog/horizontal-promo/",
+        "https://www.wragbysolutions.com/pricing-plans/",
+        "https://www.wragbysolutions.com/faq-pages/",
+        "https://www.wragbysolutions.com/coming-soon/",
+        "https://www.wragbysolutions.com/contact-us/",
+        "https://www.wragbysolutions.com/blog/business-list/",
+        "https://www.wragbysolutions.com/company-blog/",
+        "https://www.wragbysolutions.com/blog/left-sidebar-list/",
+        "https://www.wragbysolutions.com/blog/right-sidebar-list/",
+        "https://www.wragbysolutions.com/blog/",
+        "https://www.wragbysolutions.com/copyright-footer/",
+        "https://www.wragbysolutions.com/app-showcase/",
+        "https://www.wragbysolutions.com/events-showcase/",
+        "https://www.wragbysolutions.com/portfolio/",
+        "https://www.wragbysolutions.com/divided-showcase/",
+        "https://www.wragbysolutions.com/portfolio/portal-slider/",
+        "https://www.wragbysolutions.com/portfolio/gallery/",
+        "https://www.wragbysolutions.com/portfolio/four-columns-wide/",
+        "https://www.wragbysolutions.com/portfolio/five-columns-wide/",
+        "https://www.wragbysolutions.com/portfolio/four-columns-wide/",
+        "https://www.wragbysolutions.com/portfolio/three-columns-wide/",
+        "https://www.wragbysolutions.com/portfolio/four-columns/",
+        "https://www.wragbysolutions.com/portfolio/three-columns/",
+        "https://www.wragbysolutions.com/portfolio/three-columns-wide/",
+        "https://www.wragbysolutions.com/portfolio/three-columns/",
+        "https://www.wragbysolutions.com/portfolio/two-columns/",
+        "https://www.wragbysolutions.com/portfolio/marketing-agency/",
+        "https://www.wragbysolutions.com/portfolio/fold/",
+        "https://www.wragbysolutions.com/services/",
+        "https://www.wragbysolutions.com/typography/",
+        "https://www.wragbysolutions.com/main-home/",
+        "https://www.wragbysolutions.com/checkout/",
+        "https://www.wragbysolutions.com/contact/",
+        "https://www.wragbysolutions.com/shop/",
+        "https://www.wragbysolutions.com/my-account/",
+        "https://www.wragbysolutions.com/wragby-managed-it-services-digital-transformation/",
+        "https://www.wragbysolutions.com/how-wragby-can-scale-with-managed-it-services/",
+        "https://www.wragbysolutions.com/the-your-business-digital-transformation-to-survive-in-2024/",
+        "https://www.wragbysolutions.com/multi-cloud-vs-hybrid-cloud-business-strategy/",
+        "https://www.wragbysolutions.com/sharepoint-it-burnout-managed-services/",
+        "https://www.wragbysolutions.com/sap-hana-s-more-businesses-are-moving-to-the-cloud-in-2024/",
+        "https://www.wragbysolutions.com/role-based-access-control-vs-least-privilege/",
+        "https://www.wragbysolutions.com/employee-engagement-with-sap-successfactors/",
+        "https://www.wragbysolutions.com/identity-and-access-management-in-microsoft-dynamics-365/",
+        "https://www.wragbysolutions.com/strengthen-your-cloud-security-strategy/",
+        "https://www.wragbysolutions.com/best-for-evaluating-governance-risk-compliance-and-security/",
+        "https://www.wragbysolutions.com/how-to-choose-an-azure-solution-for-your-business/",
+        "https://www.wragbysolutions.com/wragby-showcases-its-innovative-solutions-at-gisa-africa/",
+        "https://www.wragbysolutions.com/the-rise-of-digital-delivery-in-navigating-change-management/",
+        "https://www.wragbysolutions.com/cloud-technology-integration-for-a-comprehensive-study/",
+        "https://www.wragbysolutions.com/rethinking-hr-processes-with-sap-successfactors/",
+        "https://www.wragbysolutions.com/simplifying-your-legacy-systems-to-aws-a-step-by-step-guide/",
+        "https://www.wragbysolutions.com/microsoft-365-copilot-in-the-real-world/",
+        "https://www.wragbysolutions.com/discover-wragby-power/",
+        "https://www.wragbysolutions.com/why-sap-is-the-future-of-business-planning-and-esg/",
+        "https://www.wragbysolutions.com/azure-partner-in-nigeria-wragby/",
+        "https://www.wragbysolutions.com/sap-business-one-partner-in-nigeria/",
+        "https://www.wragbysolutions.com/wragby-drives-business-growth-in-nigeria/",
+        "https://www.wragbysolutions.com/managed-services-solutions-provider/",
+        "https://www.wragbysolutions.com/enterprise-data-solutions-in-nigeria/",
+        "https://www.wragbysolutions.com/sap-business-one-partner-in-nigeria-enhancing-efficiency-and-growth/",
+        "https://www.wragbysolutions.com/the-future-of-cloud-wars-aws-solutions/",
+        "https://www.wragbysolutions.com/five-reasons-why-your-business-needs-dynamics-365-business-central/",
+        "https://www.wragbysolutions.com/security-posture-with-sap-idm-and-cloud-solutions-at-its-nigeria/",
+        "https://www.wragbysolutions.com/five-ways-enhance-365-can-revolutionize-remote-work/",
+        "https://www.wragbysolutions.com/securing-your-workplace-best-practices-for-azure-virtual-desktop/",
+        "https://www.wragbysolutions.com/azure-data-driven-digital-transformation/",
+        "https://www.wragbysolutions.com/december-business-travel-with-sap-concur/",
+        "https://www.wragbysolutions.com/key-benefits-of-business-process-automation/",
+        "https://www.wragbysolutions.com/technology-stack-cloud-partner-and-managed-services/",
+        "https://www.wragbysolutions.com/cloud-security-best-practices/",
+        "https://www.wragbysolutions.com/wragby-new-partner/",
+        "https://www.wragbysolutions.com/sap-to-business-one-partner-training-service/",
+        "https://www.wragbysolutions.com/managed-service-provider-in-nigeria-wragby-business-solutions/",
+        "https://www.wragbysolutions.com/light-managed-services-provided/",
+        "https://www.wragbysolutions.com/the-role-of-digital-transformation-in-the-insurance-industry/",
+        "https://www.wragbysolutions.com/7-common-cybersecurity-threats-and-how-to-defend-against-them/",
+        "https://www.wragbysolutions.com/the-rise-of-it-digital-transformation-in-business/",
+        "https://www.wragbysolutions.com/how-to-modernize-your-business-with-office-365-step-by-step-guide/",
+        "https://www.wragbysolutions.com/best-practices-for-seamless-data-transition-cloud-migration/",
+        "https://www.wragbysolutions.com/the-importance-of-data-privacy-and-compliance/",
+        "https://www.wragbysolutions.com/sap-s-4-hana-in-the-cloud-managed-services/",
+        "https://www.wragbysolutions.com/5-ways-to-avoid-malware/",
+        "https://www.wragbysolutions.com/move-your-database-to-the-cloud/",
+        "https://www.wragbysolutions.com/wragby-is-pleased-to-announce-microsoft-partner-of-the-year-for-nigeria/",
+        "https://www.wragbysolutions.com/positioning-your-business-for-success-during-and-post-covid-19-2/",
+        "https://www.wragbysolutions.com/how-first-wragby-becomes-a-microsoft-azure-expert-managed-service-provider-msp/",
+        "https://www.wragbysolutions.com/why-cloud-migration/",
+        "https://www.wragbysolutions.com/why-for-what-the-why-and-benefits/",
+        "https://www.wragbysolutions.com/cloud-service-adoption-wragby-records-450-revenue-growth-in-2021/",
+        "https://www.wragbysolutions.com/facebook-launches-panel-back-product-chatbot/",
+        "https://www.wragbysolutions.com/business-success-today/",
+        "https://www.wragbysolutions.com/expand-your-skills/",
+        "https://www.wragbysolutions.com/the-law-the-wrigley-test/",
+        "https://www.wragbysolutions.com/so-learn-that-matters/",
+        "https://www.wragbysolutions.com/theory-and-practice/",
+        "https://www.wragbysolutions.com/team-building/",
+        "https://www.wragbysolutions.com/smart-investment/",
+        "https://www.wragbysolutions.com/content-marketing/",
+        "https://www.wragbysolutions.com/new-design-trends/",
+        "https://www.wragbysolutions.com/teamwork-assessment/",
+        "https://www.wragbysolutions.com/managing-yourself/",
+        "https://www.wragbysolutions.com/best-tricks-from-the-book-for-managing-teams/",
+        "https://www.wragbysolutions.com/the-single-biggest-reason-why-start-ups-succeed/",
+        "https://www.wragbysolutions.com/a-successful-venture/",
+        "https://www.wragbysolutions.com/managing-the-task/",
+        "https://www.wragbysolutions.com/green-work-environment/",
+        "https://www.wragbysolutions.com/building-your-network/",
+        "https://www.wragbysolutions.com/the-great-impression/",
+        "https://www.wragbysolutions.com/the-fastest-way-to-grow/",
+        "https://www.wragbysolutions.com/why-analysis-is-important/",
+        "https://www.wragbysolutions.com/business-seminars-in-2024/",
+        "https://www.wragbysolutions.com/living-the-best-occasioning/",
+        "https://www.wragbysolutions.com/the-future-of-financial/",
+        "https://www.wragbysolutions.com/connectivity-in-the-era/",
+        "https://www.wragbysolutions.com/strategizing-for-success/",
+        "https://www.wragbysolutions.com/happiness-and-productivity/",
+        "https://www.wragbysolutions.com/fighting-the-good-fight/",
+        "https://www.wragbysolutions.com/here-some-of-our-beloved-clients/"
+    ]
+}