abhimishra91/insight

Implements multiple transformer-based NLP tasks (classification, NER, sentiment analysis, summarization) through a microservices architecture with independent FastAPI services behind an Nginx reverse proxy, allowing individual model updates without affecting other services. Provides both a Streamlit GUI frontend and direct API access, with pluggable model support—new transformer models can be added by creating a directory with model artifacts and updating the config.json without code changes to existing services. Built entirely in Python with Docker Compose orchestration for reproducible deployment.

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