Encoder - weschel roberta
QA model - Roberta-Tamil
Vector database - milvus
Context database - mysql
For building Tamil ODQA essential main components are
- Encoder
- Answer Extractor
- Vector Database
- Text corpus database
![](https://private-user-images.githubusercontent.com/60695838/306499823-76fb6eb8-8156-4fec-b04b-358a2e40ac24.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.OwgIKxImJ7upPDUOS1htNDtNJdjehNNWzZI3iPFJjy4)
Open Domain Abstractive Question Answering System using Transformers.pdf