Hey there! I’m wondering if anyone has built an AI Assistant within their app so that a user can ask basic questions about the data in his database and receive basic responses. For example, “how many red cars do we have” or “how many cars have their warranty period expired”?
I’m not a developer, just want to test out an idea for a product.
You can either use the openai ai assistants api and providing the ai with a knowledge base through a document or just use chatgpt and have it respond to queries based on the context of the knowledge base you are providing it with
Try this plugin OpenAI Assistant - RAG Based Chat . This plugin seamlessly integrates Retrieval-Augmented Generation (RAG) AI chatbot functionality into your application. Also, if you need to do translation or extract text from Images or scanned PDF’s for RAG purposed, you can try out this plugin AI OCR & Translation (Extract, translate, and digitize text — even from handwritten documents)
bubble mcp would help your agents query the database. you could start with connecting it to claude desktop for example , ask questions , then implement it using a chat for example that talks with it (would require a proxy mode)