The Singularity by Mark Rodseth7/1/2023 langchain: A custom package that provides a set of tools for building natural language models.In this code, it is used to build the user interface for the vehicle recommendation engine. streamlit: Streamlit is a Python library used to create web applications quickly.The app was developed using Python and some notable libraries include: The idea here is to allow the user free reign to tell the chatbot what they are after in their own personal style, and use the magic of a GPT model to turn that into something useable by downstream search APIs. Vehicle recommendation engines often require users to explicitly set their preferences which are then used to find matching vehicles. Step1: User writes their preferences into a chat prompt. The conversation flow goes as follows with interactions between the user, the Chatbot, GPT (or LLM of your choice), and the vehicle search engine. The results are enriched with informative details about each car and justification as to why it was recommended. The app we’re going to unpack is a used-car recommendation Chatbot that returns a list of recommended vehicles based on what you (informally) state your preferences are. (PS Using cats plus generative AI is not entirely original, I must confess, as is evidenced by. I’ve added a cute story map with a cat (yep, CatGPT) into this post to try make it stand out from the rest. In case you’ve run out of AI based content to read, here is another one for your list. Cat Used Car Salesmen courtesy of MidJourney
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