Twitter/X Insights – AI News Analysis

Python · FastAPI · Hugging Face · Gemini · Docker · React

NLP application to collect posts, estimate relevance and neutrality with zero-shot classification, and group related news using embeddings and HDBSCAN. Generates titles, summaries, and structured reports with LLMs, with ranking and redundancy reduction.

FastAPI backend with background processing workers, Pydantic validation, SQLite/SQLAlchemy persistence, and a React frontend. The stack runs locally with Docker Compose.