Inspiration
I took inspiration from my own life. I've noticed that whenever I get really frustrated or sad, all that comes out of my mouth is sarcasm. And although this is fine when talking to people in person. But when close family and friends are miles away and you're having a slight breakdown at 2AM...you need someone who gets you. And that's where SarcaSense comes in!
What it does
It used a Sarcasm section model I trained this weekend and a sentiment analyzer (textblob) to feed into Llama3 prompt and generate an empathetic response.
How we built it
Late nights, lofi music, and some help from ChatGPT.
Challenges we ran into
Accomplishments that we're proud of
What we learned
-ML Basics -Sentiment and Sarcasm Analysis -How to train a model -streamlit development -local testing and debugging -Github workflow
Built With
- ollama
- python
- textblob
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