Technology: Node.js, React, Vector Database, MongoDB, ChatGPT API, Pinecone
Description
We developed a web application that allows users to input a blog website URL, scrape its data, and generate new blog content based on the extracted information. The goal was to automate content creation by leveraging existing blog data to produce meaningful and original posts. The application incorporated advanced features such as web scraping, natural language processing for content analysis and restructuring, and AI-driven text generation. Additionally, user authentication was implemented to ensure secure access. This solution streamlined the content creation process, making it easier for bloggers, marketers, and businesses to generate high-quality, AI-powered blog posts efficiently.
Our Involvement
We played a key role in developing the Media Connects blog generation web application by designing the overall architecture and user interface to ensure a seamless user experience. A core feature was the development of data scraping logic, enabling the extraction of relevant content from blog URLs. To generate meaningful sections from the scraped data, we implemented logic leveraging ChatGPT and integrated its API for embeddings, content structuring, and new blog post generation. To enhance content retrieval, we implemented vector search functionality and developed a system that divides data into chunks, storing it in ChromaDB for efficient management and searchability.
Additionally, we built secure login and signup functionality to manage user accounts and access. The UI was designed to be intuitive and engaging, allowing users to easily navigate and interact with the Media Connects platform. Furthermore, we implemented editing capabilities, enabling users to modify and refine generated blog content to meet their specific needs.
Project Success
The blog generation web application has successfully automated blog content creation by scraping data from provided URLs and using ChatGPT to generate coherent and meaningful new blogs. Integration with vector search and ChromaDB has enhanced data management and retrieval efficiency. The user authentication system ensures secure access, and the intuitive UI contributes to a positive user experience. The application is currently in the testing phase, with plans to move forward with the next iteration based on testing feedback to further refine and improve the content generation process.
Website URL : https://www.mediaconnects.live/
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