OpenCart Chatbot Using ChatGPT and Llama 3
Table of Content
Execute AI Chatbot virtual assistant to provide personalized experience for enhancing shopping habit with ChatGPT and Llama 3.
ChatGPT Chatbot takes advantage of OpenAI’s latest GPT-4o language model.
The Open Source LLM and Vector database were use in the creation of the AI Chatbot, which may utilized on eCommerce stores.
Let’s have short Overview of ChatGPT
ChatGPT is Generative Pre-trained Transformer architecture, enabling it to understand and generate text across a wide range of topics and contexts.
It is design to engage in conversation and also assist users with various tasks by generating human-like text responses.
Introduction of Llama 3
Llama 3, is a powerful neural network model develop by OpenAI. It’s part of the GPT models and launched by Meta for its open-source excellence.
It is designed to understand and generate human response -like text.
Moreover, it is renown for its ability to generate coherent and contextually relevant text across a variety of topics.
Minimum System Requirement
The following minimum system requirements The following minimum system requirements are needed for this extension,
- Python Version – 3.10
- Server key and cert files (for Flask API)
- Docker (Optional)
- Two ports (5000 and 8000)
- API Key (Gemini, OpenAI etc. for Text Generation)
For Hosted API for Embeddings (OpenAI, Gemini etc.)
- RAM (4 GB)
- Space (4 GB)
- API Key (Gemini, OpenAI etc. for Embedding)
For Self-hosted API for Embeddings
- RAM (4 GB)
- Space (16 GB)
Note: The minimum system requirements may vary based on the data.
You can also check the AI Models Server Installation Guide and ChromaDB Installation Guide for reference.
OpenCart AI Chatbot Using ChatGPT and Llama 3
You can check our video to see how OpenCart AI Chatbot works with ChatGPT and Llama 3:
Let’s navigate the step how OpenCart AI Chatbot works :
Customer can ask queries from Chat box icon in the eCommerce store and there product from Chat box icon in eCommerce store.
The AI Chatbot can analyze misspelled words in customer queries and provide the correct results.
AI Chatbot is trained with an eCommerce store and its products using set commands within the Chatbot’s interface.
Therefore, AI Chatbot responds only to queries related to the store and its products as per below image:
Customer can ask queries related to the store product and clear their doubts related to the product.
Product attribute queries with OpenCart AI Chatbot :
Customer can ask query with AI Chatbot based on product attribute and get response.
In below image, we have requested a product with a gym attribute and source from where we can buy it.
With those product attributes, the AI Chatbot promptly provides the exact product results in response to the query.
The AI Chatbot displays the respective results with products as per above image .
After that, customer can click on source and can have product page :
Customers can even ask questions based their queries with OpenCart AI Chatbot and will get the respective answers :
Support
That’s all about our module OpenCart AI Chatbot using ChatGPT and Llama 3.
For any further queries or doubts kindly get in touch with us at support@webkul.com
You can also raise a ticket at our HelpDesk system.