The backend uses Flask, a lightweight Python framework, to handle requests and integrate AI providers. While setting up LlamaIndex in a Python app, I asked GPT to help me debug and the code snippets had been outdated. This information will offer you a step-by-step walkthrough of integrating the eBay API with LlamaIndex to develop your own RAG-powered chatbot. If you’re able to unlock the potential of AI-powered hyperlink-constructing, this is the guide for you. Generative AI has the potential to have a huge impact on the economic system and society in the approaching decade. It appears for potential bugs, efficiency issues, and areas for enchancment. That being said, if efficiency is your sole focus, it will higher to still use the aforementioned main foundational models, as it nonetheless can not match them. Because of this, what I can do is pre-render textual content onto an image, and use that image as a substitute. But there’s a elementary downside right here - there’s a lot of hype surrounding ChatGPT, making it sound like it’ll make devoted programmers obsolete and anyone with an concept for a script can just ask ChatGPT to write down it. Try the steps shared here and depart feedback in the comments part below!