mastermind

• 

  Main page for prompting

• 

  Post-prompting and results

Inspiration

i want to implement local rag for my own documents. too tired of manually uploading documents one by one. there are plenty of existing tools out there tbh but i want to learn langchain! bonus is to learn tauri at the same time, so i can make native apps in the future.

What it does

trained it on my local folder of PDF documents for my Design Thinking mod. now you can ask it questions related to these documents.

pitch link here

How we built it

lots of langchain docs reading, and also tauri.

Challenges we ran into

was pretty unproductive and did more research than writing code because there's lots of things under the langchain hood. many code excerpts are just plain outdated.

Accomplishments that we're proud of

figuring out a chain of prompts that works was the best accomplishment. also being able to access ollama hosted on my own pc in SG from the US.

What's next for mastermind

• accepting all documents AND images
• taking sources from online drives
• watching and listening to local filesystems
• querying the metadata of files and the context to which they exist

Built With

• ai
• langchain
• llm
• rag
• react
• rust
• tauri