Campaign Chat

Inspiration

Dungeons and Dragons table-top roleplaying game.

What it does

Campaign Chat is a medieval themed role playing game.

How we built it

We built the app using the GPT-3 algorithm and the Next.js framework.

Challenges we ran into

It was difficult to tune GPT-3 to produce chats that were on topic, this took quite a bit of time to tweak. It was also unclear how to have the chat bot retain its memory of the conversation to contextualize future messages. We solved this by providing GPT-3 with a buffer of the conversation history alongside the subsequent questions.

Accomplishments that we're proud of

We’re proud to have a functional project that anyone could go use right now and that with more tuning of GPT-3 and improved designs we could continue to build upon it.

What we learned

We learned a lot about building conversational chat bots including working with machine learning models, creating a backend API to fit new data to our model, and a variety of css techniques.

What's next for Campaign Chat

Wouldn’t be surprised if we end up chatting with it. As we do so, we can tune up the model and play with how we provide data to the model in attempt to produce better conversation.

Built With

• gpt3
• next.js
• openai
• typescript