VerifAI – open-source generative search with verification
a year ago
- #Open Source
- #Search Engine
- #Generative AI
- VerifAI is a Generative Search/Productivity engine providing verifiable answers to prevent hallucinations in generative models.
- Supports indexing documents in txt, md, docx, pptx, or pdf formats and combines lexical and semantic search for accuracy.
- Features include easy installation, user registration, pleasant UI, and verification of generated text to avoid misinformation.
- Installation involves setting up Python environment, configuring system variables, and running backend and frontend services.
- Developed models include fine-tuned QLoRA for Mistral 7B-instruct and a verification model based on DeBERTa.
- Collaborators include Bayer A.G. and the Institute for Artificial Intelligence Research and Development of Serbia.
- Project has been presented in multiple conferences and funded by the NGI Search project of the European Union.