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4 months ago Thank you for submitting an idea for our guest blog.
We work through new ideas every few weeks as we put together our content schedule. This means you may not get an immediate response as to whether your idea has been accepted, or any follow-up questions we have to clarify your idea.
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Okeke12nancy
phazonoverload
BB-Loft
What is your idea?
Introduction Overview: Brief introduction to the project and its purpose. Goals: Outline what the reader will learn and achieve by the end of the article. Technologies Used: List and briefly describe the technologies involved (Playwright, Directus, Node.js, Angular, AI). Section 1: Project Setup Setting Up the Development Environment Required tools and installations (Node.js, npm, Angular CLI, etc.) Setting up a new Angular project Initializing a Node.js project Section 2: Integrating Directus Installing and Setting Up Directus Installation process for Directus Configuring the Directus backend with a SQL database Creating collections for storing scraped data, summaries, and keywords Directus API Setup Generating API endpoints with Directus Managing roles and permissions Section 3: Web Scraping with Playwright Introduction to Playwright What is Playwright and why use it for web scraping Basic Playwright setup and configuration Building the Scraper Writing scripts to scrape company content Handling dynamic content and pagination Extracting and saving company logos Section 4: Summarizing Content with AI Introduction to OpenAI GPT-4 Overview of GPT-4 capabilities and use cases Setting up access to the OpenAI API Integrating GPT-4 for Summarization Writing functions to send scraped content to the GPT-4 API Processing and storing the AI-generated summaries and keywords in Directus Section 5: Backend Development with Node.js Creating API Endpoints Setting up Express.js for the backend server Writing endpoints to interact with Directus and serve data to the frontend Implementing business logic for evaluating companies Data Processing and Evaluation Algorithms Designing algorithms to evaluate company content Integrating evaluation logic with Directus data Section 6: Frontend Development with Angular Building the Angular Application Creating the basic structure of the Angular app Setting up services to communicate with the backend APIs Implementing components to display scraped data, summaries, and evaluations User Interface and Experience Using Tailwind CSS or Bootstrap for styling Adding interactivity and user-friendly features Section 7: Authentication and User Management Setting Up Authentication Using Directus for managing users and roles Integrating Auth0 (optional) for advanced authentication features Section 8: Deployment and DevOps Containerizing the Application Using Docker to containerize the frontend, backend, and Directus services Writing Dockerfiles and docker-compose configurations Orchestrating with Kubernetes Setting up Kubernetes for managing containerized applications Deploying the application to a cloud service (AWS, GCP, Azure) Section 9: Monitoring and Maintenance Performance Monitoring Integrating New Relic or Datadog for application performance monitoring Setting up alerts and dashboards Regular Maintenance and Updates Strategies for maintaining and updating the application Backup and recovery plans for Directus data Conclusion Summary of Achievements Recap the main points covered in the article Highlight the key functionalities of the tool built
What are the key takeaways from your post?
Readers will learn how to build an advanced web scraping and summarization tool using Playwright for scraping, Directus for content management, and OpenAI GPT-4 for AI-driven summarization. The project also covers integrating a Node.js backend with an Angular frontend, and best practices for deployment and monitoring.
Country of residence
Nigeria
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