HallucinationAI

Inspiration

OpenAI paper

What it does

Corrects LLM hallucinations

How we built it

7 step verification pipeline

Challenges we ran into

Atomic decomposer

Accomplishments that we're proud of

Accuracy rate

What we learned

Deeper knowledge on NLP

What's next for HallucinationAI

Implement more content into knowledge base make it large scale

Built With

• debert
• faiss
• fastapi
• postgresql
• react
• transformers