What is news-chatbot-backend?

This project is a backend system for a news chatbot, think of it as the engine behind a ChatGPT-like assistant that can answer your questions about current events. Instead of giving generic answers, it reads through over 100 real news articles from sources like BBC, CNN, and Reuters, and then answers your questions based on what it found. When it responds, it even cites the specific articles it used, so you know where the information came from. Here is how it works in practice. First, the system automatically pulls news articles from various RSS feeds, breaks the text into smaller chunks, and stores them in a specialized database designed for understanding meaning. When you ask a question, the system searches this database for the most relevant article snippets, sends those snippets along with your question to an AI model (Google Gemini), and generates a response grounded in those actual articles. It also remembers your chat history, so you can ask follow-up questions in a natural conversation. This would be useful for anyone building a news app, a media dashboard, or a research tool where users need to query current events conversationally. For example, a user could ask, "What's the latest in artificial intelligence?" and get an answer summarizing recent coverage, complete with links to the underlying sources. It is designed to respond in under two seconds and scale to over a thousand articles. The project is built as a Node.js application and relies on a few external services to function. It uses Qdrant as the specialized database for storing and searching article text, Redis to keep chat sessions active and speed up repeat queries, and Jina AI to convert text into a format the system can search semantically. The README notes that Docker is recommended for getting all these moving parts running together quickly. The README is highly detailed and includes extensive setup instructions, API documentation, code examples, and troubleshooting guides, suggesting this was built as an academic or portfolio project. It also includes admin tools to monitor the system's health and trigger fresh article ingestion on demand.