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QA & Document Summarizer
Summarise a document, then interrogate it.
An NLP application using spaCy and Pegasus for abstractive summarisation and extractive question answering over uploaded documents.
The problem
Long technical documents resist both skimming and search — you need a summary to orient, then targeted answers to act.
The approach
- 01
Used Pegasus for abstractive summarisation of long-form input.
- 02
Layered spaCy pipelines for entity-aware question answering against the source text.
Stack
- Core
- Python · spaCy · Pegasus · Hugging Face Transformers