Project Overview
This project is an NLP-powered chatbot built with FastAPI, designed to assist with health triage by providing preliminary medical advice based on user inputs. It uses advanced language models to understand and respond to health-related queries effectively.
Technologies Used
- FastAPI: For building a high-performance API for the chatbot.
- HuggingFace Transformers: For implementing NLP models.
- Python: Core language for backend logic and integration.
- Spacy: For natural language processing and entity recognition.
Key Features
- Conversational AI with context-aware responses.
- Integration with medical knowledge bases for accurate advice.
- Scalable API design for real-time interactions.
- Multilingual support for broader accessibility.
Impact
The chatbot improves access to preliminary healthcare advice, especially in underserved areas, by providing instant responses and guiding users to appropriate care.