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by ahmedkurov • Uncategorized
An MCP server that orchestrates multiple ML models for text summarization, sentiment analysis, and keyword extraction via a REST API.
Summarize large bodies of text efficiently.
Analyze the sentiment of textual data.
Extract keywords from text for indexing or search.
This Python application uses a Model Control Plane (MCP) to route text processing tasks to the appropriate machine learning models, including summarization, sentiment analysis, and keyword extraction. It exposes these functionalities through a FastAPI REST API, enabling easy integration and usage. All model versions and improvements are tracked using Git, ensuring version control and reproducibility.