Let's impart some new specific knowledge to our good old OpenAI friend!
This project showcases a groundbreaking Proof-of-Concept (POC) product, illustrating the seamless integration of OpenAI and a targeted knowledge-base.
Chopper, the OpenAI-driven Chatbot, leverages on the powerful GPT-3.5 Turbo model to assist users with the latest information and updates about the online multiplayer battle arena game developed by Valve, that is Dota 2.
As a dedicated Dota 2 Assistant, Chopper will operate exclusively within the Dota 2 knowledge-base, restricting its conversations and context to the specific domain.
The OpenAI GPT models stand as remarkable creations, aiding users in navigating vast amounts of data. However, it is crucial to note that GPT-3.5 models was trained only on data up until September 2021, missing any information after that date.
To address this limitation, the concept of the Knowledge-Base was introduced. It enables the model to learn new data and information using the innovative One-Shot Learning approach.
The primary goals of this project are to:
- Introduce new and specific knowledge to the GPT model.
- Confine conversation contexts within the domain of the knowledge base.
| Base Model App | With Knowledge-Base Integration |
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It works like a normal ChatGPT, trying to have a conversation about anything.
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It operates within defined parameters when responding to the user.
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| Element | Landscape | Portrait | Remarks |
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| Info Button |
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The "About" modal appears, displaying the development motivation. |
| Clear Button |
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The "Clear Conversation" modal appears, requesting confirmation from the user. |
| Scrolling |
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The conversation messages scroll beneath the fixed feathered header and footer. |