Enroll Course: https://www.udemy.com/course/build-qa-bot-using-openai-and-chatgpt/
In the rapidly evolving world of artificial intelligence, staying ahead means not just understanding new technologies but actively building with them. If you’re looking to dive into the practical application of AI, specifically with OpenAI’s powerful language models like GPT-3 and ChatGPT, then the “Build Q & A Bot Using OpenAI and ChatGPT” course on Udemy is a fantastic starting point.
This course promises to guide you through the creation of a real-world Q&A bot capable of answering questions based on crawled news articles. It’s designed for anyone from software developers and data scientists to AI enthusiasts eager to get their hands dirty with generative AI. The overview highlights the use of OpenAI’s latest API endpoints, including their embedding capabilities and GPT-3, all within a practical NodeJS environment.
The curriculum is well-structured to cover essential concepts and tools. You’ll learn how to effectively crawl news websites to gather content, a crucial first step in building a data-driven bot. A significant portion of the course is dedicated to understanding how machine learning embeddings work and how to transform raw text data into these numerical representations. This is key to enabling the bot to understand the context and meaning of the news articles.
Furthermore, the course introduces you to the `tiktoken` tokenizer for efficient text splitting, a vital step in preparing data for AI models. You’ll also master the application of cosine similarity to find the most relevant article snippets based on a user’s question. Finally, the course culminates in learning how to leverage the OpenAI text completion endpoint to generate accurate and contextually relevant answers.
The technology stack is modern and relevant: NodeJS for backend development, OpenAI’s text completion and embedding APIs, the `tiktoken` library, cosine similarity for vector comparisons, and the `puppeteer` library for web crawling. This combination provides a robust foundation for building sophisticated AI applications.
Whether you’re aiming to build a news summarization tool, a customer support bot, or simply want to expand your AI development skillset, this course offers practical, hands-on experience. It demystifies complex AI concepts and translates them into actionable code. I highly recommend “Build Q & A Bot Using OpenAI and ChatGPT” for anyone looking to bridge the gap between understanding AI and actively building with it.
Enroll Course: https://www.udemy.com/course/build-qa-bot-using-openai-and-chatgpt/